Dan Merfeld: Difference between revisions

From Wikipedia, the free encyclopedia
Content deleted Content added
Created page with '{{Infobox academic | name = Daniel M. Merfeld | image = | birth_date = | birth_place = | nationality = American | occupation = Neuroengineer, neuroscientist, academic, author and inventor | title = | awards = <!--notable national-level awards only--> | website = | education = BSME ., Mechanical Engineering<br>MSE ., Mech....'
 
Filled in 32 bare reference(s) with reFill 2
Line 16: Line 16:
| workplaces = [[Ohio State University|The Ohio State University]] (2017 to present)<br>Naval Aerospace Medical Research Laboratory (NAMRL) (2018 to present)<br>[[Harvard Medical School]] (1999-2017)<br>Neurological Sciences Institute (1995-1999)
| workplaces = [[Ohio State University|The Ohio State University]] (2017 to present)<br>Naval Aerospace Medical Research Laboratory (NAMRL) (2018 to present)<br>[[Harvard Medical School]] (1999-2017)<br>Neurological Sciences Institute (1995-1999)
}}
}}
'''David M. Merfeld''' is an American [[Neural engineering|neuroengineer]], [[neuroscientist]], academic, author, and inventor. He is a Professor of [[Otorhinolaryngology|Otolaryngology]] at [[Ohio State University|The Ohio State University]],<ref name=abc>{{cite web|url=https://medicine.osu.edu/find-faculty/clinical/otolaryngology/dan-merfeld-phd|title=Daniel Merfeld, PhD}}</ref> and serves as Senior Vestibular Scientist at the Naval Aerospace Medical Research Laboratory (NAMRL), which is part of the [[Naval Medical Research Unit Dayton]] (NAMRU-D).<ref>{{cite web|url=https://www.dvidshub.net/news/386790/reducing-risk-through-research-namru-dayton-addresses-spatial-disorientation|title=Reducing Risk through Research: NAMRU-Dayton Addresses Spatial Disorientation}}</ref>
'''David M. Merfeld''' is an American [[Neural engineering|neuroengineer]], [[neuroscientist]], academic, author, and inventor. He is a Professor of [[Otorhinolaryngology|Otolaryngology]] at [[Ohio State University|The Ohio State University]],<ref name=abc>{{Cite web|url=https://medicine.osu.edu/find-faculty/clinical/otolaryngology/dan-merfeld-phd|title=Daniel Merfeld, PhD &#124; Ohio State College of Medicine|website=medicine.osu.edu}}</ref> and serves as Senior Vestibular Scientist at the Naval Aerospace Medical Research Laboratory (NAMRL), which is part of the [[Naval Medical Research Unit Dayton]] (NAMRU-D).<ref>{{Cite web|url=https://www.dvidshub.net/news/386790/reducing-risk-through-research-namru-dayton-addresses-spatial-disorientation|title=Reducing Risk through Research: NAMRU-Dayton Addresses Spatial Disorientation|website=DVIDS}}</ref>


Conducting both fundamental and translational research in the field of the [[vestibular system]] and balance, Merfeld is most known as an inventor of vestibular implants, and is recipient of the Vestibular Disorders Association (VEDA) Champion of Vestibular Medicine Award in 2014.<ref name=ccc>{{cite web|url=https://www.thefreelibrary.com/Champions+of+Vestibular+Medicine+Help+Reduce+Diagnosis+Times+for...-a0382740516|title=Champions of Vestibular Medicine Help Reduce Diagnosis Times for Patients with Inner Ear Balance Disorders}}</ref> He is a co-author of the textbook ''Sensation and Perception''.<ref>{{cite web|url=https://psycnet.apa.org/record/2011-25515-000|title=Sensation & perception, 3rd ed}}</ref>
Conducting both fundamental and translational research in the field of the [[vestibular system]] and balance, Merfeld is most known as an inventor of vestibular implants, and is recipient of the Vestibular Disorders Association (VEDA) Champion of Vestibular Medicine Award in 2014.<ref name=ccc>{{Cite web|url=https://www.thefreelibrary.com/Champions+of+Vestibular+Medicine+Help+Reduce+Diagnosis+Times+for...-a0382740516|title=Champions of Vestibular Medicine Help Reduce Diagnosis Times for Patients with Inner Ear Balance Disorders. - Free Online Library|website=www.thefreelibrary.com}}</ref> He is a co-author of the textbook ''Sensation and Perception''.<ref>{{Cite web|url=https://psycnet.apa.org/record/2011-25515-000|title=APA PsycNet|website=psycnet.apa.org}}</ref>


Merfeld is a Fellow of the [[American Institute for Medical and Biological Engineering]], and a Senior Member of the [[Institute of Electrical and Electronics Engineers|Institute for Electrical and Electronics Engineering]] (IEEE) since 2012.<ref name=ddd>{{cite web|url=https://aimbe.org/college-of-fellows/cof-1537/|title=AIMBE-DAN MERFELD, PH.D}}</ref>
Merfeld is a Fellow of the [[American Institute for Medical and Biological Engineering]], and a Senior Member of the [[Institute of Electrical and Electronics Engineers|Institute for Electrical and Electronics Engineering]] (IEEE) since 2012.<ref name=ddd>{{Cite web|url=https://aimbe.org/college-of-fellows/cof-1537/|title=Dan Merfeld, Ph.D COF-1537 - AIMBE}}</ref>


==Education==
==Education==
Merfeld obtained a bachelor's degree in [[mechanical engineering]] from the [[University of Wisconsin-Madison]] in 1982.<ref name=xyz>{{cite web|url=https://oto.hms.harvard.edu/files/oto/files/harvard_otolaryngology_issue_8_vs2_singles.pdf|title= Harvard Otolaryngology}}</ref> He then pursued a Master's degree in Mechanical and Aerospace Engineering at [[Princeton University]], which he completed in 1985<ref>{{cite web|url=https://findingaids.princeton.edu/catalog/AC105-04_c12320?onlineToggle=false|title=Merfeld, Daniel Michael, 1985}}</ref> and went on to receive a Ph.D. in [[Biomedical Engineering]] from [[Massachusetts Institute of Technology|MIT]] in 1990, where he also received postdoctoral training in 1990.<ref>{{cite web|url=https://hsl.mit.edu/people/hsl-alumni|title=Human Systems Laboratory}}</ref>
Merfeld obtained a bachelor's degree in [[mechanical engineering]] from the [[University of Wisconsin-Madison]] in 1982.<ref name=xyz>{{cite web|url=https://oto.hms.harvard.edu/files/oto/files/harvard_otolaryngology_issue_8_vs2_singles.pdf|title= Harvard Otolaryngology}}</ref> He then pursued a Master's degree in Mechanical and Aerospace Engineering at [[Princeton University]], which he completed in 1985<ref>{{Cite web|url=https://findingaids.princeton.edu/catalog/AC105-04_c12320?onlineToggle=false|title=Merfeld, Daniel Michael, 1985 - Finding Aids|website=findingaids.princeton.edu}}</ref> and went on to receive a Ph.D. in [[Biomedical Engineering]] from [[Massachusetts Institute of Technology|MIT]] in 1990, where he also received postdoctoral training in 1990.<ref>{{cite web|url=https://hsl.mit.edu/people/hsl-alumni|title=Human Systems Laboratory}}</ref>


==Career==
==Career==
Merfeld began his career as a research scientist at MIT from 1991 to 1995.<ref>{{cite web|url=https://news.mit.edu/1993/human-balance-1006|title=Experiments Focus on Human Balance}}</ref> He joined the R.S. Dow Neurological Sciences Institute, as an Assistant Scientist in 1995, advancing to Associate Scientist in 1998.<ref>{{cite web|url=http://www.spacefacts.de/bios/candidates/english/merfeld_daniel.htm|title=Biographies of Astronaut and Cosmonaut Candidates}}</ref> During this time, he joined the [[Oregon Health & Science University|Oregon Health and Science University]] (OHSU) faculty, first as an [[Adjunct Professor]] in 1995 and later as a faculty member in 1996 where he contributed to different programs including integrative [[Biomedical sciences|biomedical science]] and [[neuroscience]] graduate programs until 1999.<ref>{{cite web|url=https://news.ohsu.edu/1999/04/28/brain-resolves-sensory-contradictions-by-creating-its-own-reality|title=Brain Resolves Sensory Contradictions by Creating its Own Reality}}</ref> In 1999, he became an Associate Professor of Otology and Laryngology at [[Harvard Medical School]] and was appointed as Professor in 2012, which he remained until 2017.<ref name=xyz/> During the same period, he joined MIT as a faculty member from 2000 to 2017. He has been a Professor of Otolaryngology in The Ohio State University since 2017, where he also holds courtesy faculty appointments in other programs including biomedical engineering, health and rehabilitation sciences and speech, and [[Auditory science|hearing sciences]].<ref name=abc/>
Merfeld began his career as a research scientist at MIT from 1991 to 1995.<ref>{{Cite web|url=https://news.mit.edu/1993/human-balance-1006|title=Experiments Focus on Human Balance|date=October 6, 1993|website=MIT News &#124; Massachusetts Institute of Technology}}</ref> He joined the R.S. Dow Neurological Sciences Institute, as an Assistant Scientist in 1995, advancing to Associate Scientist in 1998.<ref>{{Cite web|url=http://www.spacefacts.de/bios/candidates/english/merfeld_daniel.htm|title=Biographies of Astronaut and Cosmonaut Candidates: Daniel Merfeld|website=www.spacefacts.de}}</ref> During this time, he joined the [[Oregon Health & Science University|Oregon Health and Science University]] (OHSU) faculty, first as an [[Adjunct Professor]] in 1995 and later as a faculty member in 1996 where he contributed to different programs including integrative [[Biomedical sciences|biomedical science]] and [[neuroscience]] graduate programs until 1999.<ref>{{Cite web|url=https://news.ohsu.edu/1999/04/28/brain-resolves-sensory-contradictions-by-creating-its-own-reality|title=Brain Resolves Sensory Contradictions by Creating its Own Reality|first=OHSU|last=News|website=OHSU News}}</ref> In 1999, he became an Associate Professor of Otology and Laryngology at [[Harvard Medical School]] and was appointed as Professor in 2012, which he remained until 2017.<ref name=xyz/> During the same period, he joined MIT as a faculty member from 2000 to 2017. He has been a Professor of Otolaryngology in The Ohio State University since 2017, where he also holds courtesy faculty appointments in other programs including biomedical engineering, health and rehabilitation sciences and speech, and [[Auditory science|hearing sciences]].<ref name=abc/>


From 1992 to 1995, Merfeld served as an Acting Principal Investigator, leading a team of neurovestibular scientists for the [[Spacelab]] Life Sciences - 2 project.<ref>{{cite web|url=https://doi.org/10.3233/VES-1993-3304|title=Spatial Orientation and Posture During and Following Weightlessness: Human Experiments on Spacelab Life Sciences 1}}</ref> Subsequently, from 1996 to 1998, he held the role of Public Relations Director at the Neurological Sciences Institute. In addition, he has organized significant events, including the Vestibular Oriented Research (VOR) meeting that he founded and helped organize in 2019, 2020 (canceled due to [[COVID-19]]), 2021 and 2023.<ref>{{cite web|url=https://grantome.com/grant/NIH/R13-DC017921-03|title=Vestibular Oriented Research Meetings}}</ref>
From 1992 to 1995, Merfeld served as an Acting Principal Investigator, leading a team of neurovestibular scientists for the [[Spacelab]] Life Sciences - 2 project.<ref>{{Cite journal|url=https://content.iospress.com/articles/journal-of-vestibular-research/ves3-3-04|title=Spatial Orientation and Posture During and Following Weightlessness: Human Experiments on Spacelab Life Sciences 1|first1=Laurence R.|last1=Young|first2=Charles M.|last2=Oman|first3=Daniel|last3=Merfeld|first4=Douglas|last4=Watt|first5=Serge|last5=Roy|first6=Carlo|last6=DeLuca|first7=David|last7=Balkwill|first8=Jock|last8=Christie|first9=Nicolas|last9=Groleau|first10=D. Keoki|last10=Jackson|first11=Glenn|last11=Law|first12=Sherry|last12=Modestino|first13=William|last13=Mayer|date=January 1, 1993|journal=Journal of Vestibular Research|volume=3|issue=3|pages=231–239|via=content.iospress.com|doi=10.3233/VES-1993-3304}}</ref> Subsequently, from 1996 to 1998, he held the role of Public Relations Director at the Neurological Sciences Institute. In addition, he has organized significant events, including the Vestibular Oriented Research (VOR) meeting that he founded and helped organize in 2019, 2020 (canceled due to [[COVID-19]]), 2021 and 2023.<ref>{{Cite journal|url=https://grantome.com/grant/NIH/R13-DC017921-03|title=Vestibular Oriented Research Meetings|first=Daniel|last=Merfeld|via=grantome.com}}</ref>


==Research==
==Research==
Merfeld's research in the field of neuroscience focuses on vestibular function, especially its impact on human balance, [[spatial disorientation]], and [[motion perception]]. Among his work, he showed that internal models affect translation perception and that rotational cues from vision impact both [[perception]] and [[reflex]]es.<ref>{{cite web|url=https://scholar.google.com/citations?user=jdShnNQAAAAJ&hl=en|title=Daniel Merfeld}}</ref> He also discovered that separate neural mechanisms can contribute to vestibular perception and action and worked on providing new diagnostics and treatments for patients suffering from vestibular disorders.<ref name=abc/>
Merfeld's research in the field of neuroscience focuses on vestibular function, especially its impact on human balance, [[spatial disorientation]], and [[motion perception]]. Among his work, he showed that internal models affect translation perception and that rotational cues from vision impact both [[perception]] and [[reflex]]es.<ref>{{Cite web|url=https://scholar.google.com/citations?user=jdShnNQAAAAJ&hl=en|title=Daniel Merfeld|website=scholar.google.com}}</ref> He also discovered that separate neural mechanisms can contribute to vestibular perception and action and worked on providing new diagnostics and treatments for patients suffering from vestibular disorders.<ref name=abc/>


===Vestibular function===
===Vestibular function===
Merfeld's research has contributed to the understanding of vestibular function. His early research centered on deciphering the brain's processing of ambiguous sensory information, focusing on the interpretation and processing of signals from the otolith organs. Both modeling and experimental work conducted during this research revealed that the nervous system utilizes rotational signals from the canals to maintain awareness of the relative orientation of gravity through the use of internal models. Furthermore, the research demonstrated that these internal models impact the perception of translation and established that rotational cues provided through vision, such as optokinetic cues, influence both translational reflexes and perception.<ref>{{cite web|url=https://doi.org/10.1152/jn.00904.2004|title=Vestibular Perception and Action Employ Qualitatively Different Mechanisms. I. Frequency Response of VOR and Perceptual Responses During Translation and Tilt}}</ref> He also found that perceptual sensitivity to motion increases at frequencies below 0.2 Hz, levels off at 0.5 Hz and above, and showed no impact from velocity storage on perception.<ref>{{cite web|url=https://doi.org/10.1007/s00221-008-1350-8|title=Vestibular thresholds for yaw rotation about an earth-vertical axis as a function of frequency}}</ref>
Merfeld's research has contributed to the understanding of vestibular function. His early research centered on deciphering the brain's processing of ambiguous sensory information, focusing on the interpretation and processing of signals from the otolith organs. Both modeling and experimental work conducted during this research revealed that the nervous system utilizes rotational signals from the canals to maintain awareness of the relative orientation of gravity through the use of internal models. Furthermore, the research demonstrated that these internal models impact the perception of translation and established that rotational cues provided through vision, such as optokinetic cues, influence both translational reflexes and perception.<ref>{{Cite journal|url=https://www.physiology.org/doi/10.1152/jn.00904.2004|title=Vestibular Perception and Action Employ Qualitatively Different Mechanisms. I. Frequency Response of VOR and Perceptual Responses During Translation and Tilt|first1=Daniel M.|last1=Merfeld|first2=Sukyung|last2=Park|first3=Claire|last3=Gianna-Poulin|first4=F. Owen|last4=Black|first5=Scott|last5=Wood|date=July 22, 2005|journal=Journal of Neurophysiology|volume=94|issue=1|pages=186–198|via=CrossRef|doi=10.1152/jn.00904.2004}}</ref> He also found that perceptual sensitivity to motion increases at frequencies below 0.2 Hz, levels off at 0.5 Hz and above, and showed no impact from velocity storage on perception.<ref>{{Cite journal|url=https://doi.org/10.1007/s00221-008-1350-8|title=Vestibular thresholds for yaw rotation about an earth-vertical axis as a function of frequency|first1=Luzia|last1=Grabherr|first2=Keyvan|last2=Nicoucar|first3=Fred W.|last3=Mast|first4=Daniel M.|last4=Merfeld|date=April 1, 2008|journal=Experimental Brain Research|volume=186|issue=4|pages=677–681|via=Springer Link|doi=10.1007/s00221-008-1350-8}}</ref>


Merfeld and collaborators invented, developed, and tested a sensory-replacement vestibular implant for severe peripheral vestibular dysfunction. These studies demonstrated the brain's ability to acclimate to the constant presence of electrical stimulation while also demonstrating that vestibulo-ocular responses to modulations of the electrical stimulation could be maintained for months after stimulation onset. Both findings are essential to the success of long-term sensory replacement.<ref>{{cite web|url=https://doi.org/10.1109/TBME.2007.891943|title=Chronic Vestibulo-Ocular Reflexes Evoked by a Vestibular Prosthesis}}</ref> He also identified the need for more research in motion sensors, information transfer, training for vestibular-deficient individuals, and prosthetic device effectiveness assessment.<ref>{{cite web|url=https://doi.org/10.3233/VES-2003-122-305|title=Vestibular prostheses: The engineering and biomedical issues}}</ref>
Merfeld and collaborators invented, developed, and tested a sensory-replacement vestibular implant for severe peripheral vestibular dysfunction. These studies demonstrated the brain's ability to acclimate to the constant presence of electrical stimulation while also demonstrating that vestibulo-ocular responses to modulations of the electrical stimulation could be maintained for months after stimulation onset. Both findings are essential to the success of long-term sensory replacement.<ref>{{Cite journal|url=https://ieeexplore.ieee.org/document/4203019/|title=Chronic Vestibulo-Ocular Reflexes Evoked by a Vestibular Prosthesis|first1=Daniel M.|last1=Merfeld|first2=Csilla|last2=Haburcakova|first3=Wangsong|last3=Gong|first4=Richard F.|last4=Lewis|date=June 22, 2007|journal=IEEE Transactions on Biomedical Engineering|volume=54|issue=6|pages=1005–1015|via=IEEE Xplore|doi=10.1109/TBME.2007.891943}}</ref> He also identified the need for more research in motion sensors, information transfer, training for vestibular-deficient individuals, and prosthetic device effectiveness assessment.<ref>{{Cite journal|url=https://content.iospress.com/articles/journal-of-vestibular-research/ves00130|title=Vestibular prostheses: The engineering and biomedical issues|first1=C.|last1=Wall III|first2=D. M.|last2=Merfeld|first3=S. D.|last3=Rauch|first4=F. O.|last4=Black|date=January 1, 2003|journal=Journal of Vestibular Research|volume=12|issue=2-3|pages=95–113|via=content.iospress.com|doi=10.3233/VES-2003-122-305}}</ref>


===Spatial orientation and sensory processing===
===Spatial orientation and sensory processing===
Merfeld explored factors influencing the processing of sensory information and how these factors can lead to spatial disorientation. He contributed to a study demonstrating stochastic resonance in muscle spindles by showing that muscle spindle responses could be enhanced when small vibrations were applied.<ref>{{cite web|url=https://doi.org/10.1038/383769a0|title=Noise in human muscle spindles}}</ref> Having showed that internal models influence translation perception, he discovered that the nervous system can generate estimates of linear acceleration in the absence of actual linear acceleration, indicating the existence of internal models aiding sensory information processing related to motion.<ref>{{cite web|url=https://doi.org/10.1038/19303|title=Humans use internal models to estimate gravity and linear acceleration}}</ref> Additionally, he revealed the brain's utilization of internal models to estimate both simple and complex motion paradigms, offering insights into neural strategies for perceiving motion amidst uncertain sensory data.<ref>{{cite web|url=https://doi.org/10.1152/jn.00485.2001|title=Neural Processing of Gravitoinertial Cues in Humans. III. Modeling Tilt and Translation Responses}}</ref>
Merfeld explored factors influencing the processing of sensory information and how these factors can lead to spatial disorientation. He contributed to a study demonstrating stochastic resonance in muscle spindles by showing that muscle spindle responses could be enhanced when small vibrations were applied.<ref>{{Cite journal|url=https://www.nature.com/articles/383769a0|title=Noise in human muscle spindles|first1=Paul|last1=Cordo|first2=J. Timothy|last2=Inglis|first3=Sabine|last3=Verschueren|first4=James J.|last4=Collins|first5=Daniel M.|last5=Merfeld|first6=Stuart|last6=Rosenblum|first7=Scott|last7=Buckley|first8=Frank|last8=Moss|date=October 22, 1996|journal=Nature|volume=383|issue=6603|pages=769–770|via=www.nature.com|doi=10.1038/383769a0}}</ref> Having showed that internal models influence translation perception, he discovered that the nervous system can generate estimates of linear acceleration in the absence of actual linear acceleration, indicating the existence of internal models aiding sensory information processing related to motion.<ref>{{Cite journal|url=https://www.nature.com/articles/19303|title=Humans use internal models to estimate gravity and linear acceleration|first1=Daniel M.|last1=Merfeld|first2=Lionel|last2=Zupan|first3=Robert J.|last3=Peterka|date=April 22, 1999|journal=Nature|volume=398|issue=6728|pages=615–618|via=www.nature.com|doi=10.1038/19303}}</ref> Additionally, he revealed the brain's utilization of internal models to estimate both simple and complex motion paradigms, offering insights into neural strategies for perceiving motion amidst uncertain sensory data.<ref>{{Cite journal|url=https://www.physiology.org/doi/10.1152/jn.00485.2001|title=Neural Processing of Gravitoinertial Cues in Humans. III. Modeling Tilt and Translation Responses|first1=D. M.|last1=Merfeld|first2=L. H.|last2=Zupan|date=February 1, 2002|journal=Journal of Neurophysiology|volume=87|issue=2|pages=819–833|via=CrossRef|doi=10.1152/jn.00485.2001}}</ref>


In a study published in the ''Journal of Vestibular Research'', Merfeld and colleagues developed the "sensory conflict" model to understand spatial orientation processing. The model successfully predicted aspects of how the brain processes sensory information from the vestibular system.<ref>{{cite web|url=https://doi.org/10.3233/VES-1993-3204|title=A Multidimensional Model of the Effect of Gravity on the Spatial Orientation of the Monkey}}</ref> He also worked on a sensory weighting model, and showed that the model successfully simulated sensory processing, eye movements, and perceptual responses in various motion scenarios, offering insights into multisensory motion estimation.<ref>{{cite web|url=https://doi.org/10.1007/s00422-001-0290-1|title=Using sensory weighting to model the influence of canal, otolith and visual cues on spatial orientation and eye movements}}</ref>
In a study published in the ''Journal of Vestibular Research'', Merfeld and colleagues developed the "sensory conflict" model to understand spatial orientation processing. The model successfully predicted aspects of how the brain processes sensory information from the vestibular system.<ref>{{Cite journal|url=https://content.iospress.com/articles/journal-of-vestibular-research/ves3-2-04|title=A Multidimensional Model of the Effect of Gravity on the Spatial Orientation of the Monkey|first1=Daniel M.|last1=Merfeld|first2=Laurence R.|last2=Young|first3=Charles M.|last3=Oman|first4=Mark J.|last4=Shelhamert|date=January 1, 1993|journal=Journal of Vestibular Research|volume=3|issue=2|pages=141–161|via=content.iospress.com|doi=10.3233/VES-1993-3204}}</ref> He also worked on a sensory weighting model, and showed that the model successfully simulated sensory processing, eye movements, and perceptual responses in various motion scenarios, offering insights into multisensory motion estimation.<ref>{{Cite journal|url=https://doi.org/10.1007/s00422-001-0290-1|title=Using sensory weighting to model the influence of canal, otolith and visual cues on spatial orientation and eye movements|first1=L. H.|last1=Zupan|first2=D. M.|last2=Merfeld|first3=C.|last3=Darlot|date=March 1, 2002|journal=Biological Cybernetics|volume=86|issue=3|pages=209–230|via=Springer Link|doi=10.1007/s00422-001-0290-1}}</ref>


===Psychophysical analysis methods===
===Psychophysical analysis methods===
Merfeld has also contributed to the development of new approaches and methods to analyze psychophysical data. His contribution in this area began with a theoretic analysis of the threshold model often assumed to underlie the calculation of thresholds for binary (e.g., left vs right) data acquired using forced-choice direction discrimination paradigms.<ref>{{cite web|url=https://doi.org/10.1007/s00221-011-2557-7|title=Signal detection theory and vestibular thresholds: I. Basic theory and practical considerations}}</ref> He and his colleagues built on this framework to show how to fit threshold data across experimental conditions to deliver better threshold parameter estimates<ref>{{cite web|url=https://doi.org/10.1007/s00221-012-3217-2|title=Signal detection theory and vestibular perception: II. Fitting perceptual thresholds as a function of frequency}}</ref> and to develop a new method<ref>{{cite web|url=https://doi.org/10.1007/s00221-012-3354-7|title=Signal detection theory and vestibular perception: III. Estimating unbiased fit parameters for psychometric functions}}</ref> that removes a bias known to impact threshold estimates when data are acquired using standard staircase procedures.<ref>{{cite web|url=https://doi.org/10.3758/BF03212251|title=Estimation of psychometric functions from adaptive tracking procedures}}</ref>
Merfeld has also contributed to the development of new approaches and methods to analyze psychophysical data. His contribution in this area began with a theoretic analysis of the threshold model often assumed to underlie the calculation of thresholds for binary (e.g., left vs right) data acquired using forced-choice direction discrimination paradigms.<ref>{{Cite journal|url=https://doi.org/10.1007/s00221-011-2557-7|title=Signal detection theory and vestibular thresholds: I. Basic theory and practical considerations|first=Daniel M.|last=Merfeld|date=May 1, 2011|journal=Experimental Brain Research|volume=210|issue=3|pages=389–405|via=Springer Link|doi=10.1007/s00221-011-2557-7|pmid=21359662|pmc=PMC3096492}}</ref> He and his colleagues built on this framework to show how to fit threshold data across experimental conditions to deliver better threshold parameter estimates<ref>{{Cite journal|url=https://doi.org/10.1007/s00221-012-3217-2|title=Signal detection theory and vestibular perception: II. Fitting perceptual thresholds as a function of frequency|first1=Koeun|last1=Lim|first2=Daniel M.|last2=Merfeld|date=October 1, 2012|journal=Experimental Brain Research|volume=222|issue=3|pages=303–320|via=Springer Link|doi=10.1007/s00221-012-3217-2|pmid=22923225|pmc=PMC4105942}}</ref> and to develop a new method<ref>{{Cite journal|url=https://doi.org/10.1007/s00221-012-3354-7|title=Signal detection theory and vestibular perception: III. Estimating unbiased fit parameters for psychometric functions|first1=Shomesh E.|last1=Chaudhuri|first2=Daniel M.|last2=Merfeld|date=March 1, 2013|journal=Experimental Brain Research|volume=225|issue=1|pages=133–146|via=Springer Link|doi=10.1007/s00221-012-3354-7|pmid=23250442|pmc=PMC3570703}}</ref> that removes a bias known to impact threshold estimates when data are acquired using standard staircase procedures.<ref>{{Cite journal|url=https://doi.org/10.3758/BF03212251|title=Estimation of psychometric functions from adaptive tracking procedures|first1=Marjorie R.|last1=Leek|first2=Thomas E.|last2=Hanna|first3=Lynne|last3=Marshall|date=May 1, 1992|journal=Perception & Psychophysics|volume=51|issue=3|pages=247–256|via=Springer Link|doi=10.3758/BF03212251}}</ref>
Merfeld and colleagues later developed a method that uses confidence probability ratings – an element of meta-cognition that reflects self-assessment of the conviction in a decision – to reduce the number of trials required to obtain reliable threshold parameter estimates<ref>{{cite web|url=https://doi.org/10.1152/jn.00318.2015|title=A quantitative confidence signal detection model: 1. Fitting psychometric functions}}</ref> as well as a method to find and remove individual trials that reflect when a subject has a lapse in attention.<ref>{{cite web|url=https://doi.org/10.3758/s13423-021-01876-2|title=Statistical approaches to identifying lapses in psychometric response data}}</ref>
Merfeld and colleagues later developed a method that uses confidence probability ratings – an element of meta-cognition that reflects self-assessment of the conviction in a decision – to reduce the number of trials required to obtain reliable threshold parameter estimates<ref>{{Cite journal|url=https://www.physiology.org/doi/10.1152/jn.00318.2015|title=A quantitative confidence signal detection model: 1. Fitting psychometric functions|first1=Yongwoo|last1=Yi|first2=Daniel M.|last2=Merfeld|date=April 1, 2016|journal=Journal of Neurophysiology|volume=115|issue=4|pages=1932–1945|via=CrossRef|doi=10.1152/jn.00318.2015}}</ref> as well as a method to find and remove individual trials that reflect when a subject has a lapse in attention.<ref>{{Cite journal|url=https://doi.org/10.3758/s13423-021-01876-2|title=Statistical approaches to identifying lapses in psychometric response data|first1=Torin K.|last1=Clark|first2=Daniel M.|last2=Merfeld|date=October 1, 2021|journal=Psychonomic Bulletin & Review|volume=28|issue=5|pages=1433–1457|via=Springer Link|doi=10.3758/s13423-021-01876-2}}</ref>


===Motion perception and balance===
===Motion perception and balance===
Merfeld's research has also explored vestibular perception and its association with motion. His lab tested 105 individuals across various ages, discovering perceptual thresholds for motion perception increased after 40, especially for earth-vertical translations. He and his colleagues found that vestibular migraine patients exhibited abnormal sensitivity to specific types of motion, specifically roll tilt, suggesting sensitization of canal-otolith integration,<ref>{{cite web|url=https://doi.org/10.3389/fneur.2016.00162|title=Vestibular Perceptual Thresholds Increase above the Age of 40}}</ref> and also suggested that this heightened sensitivity to roll tilt in vestibular migraine patients implied canal-otolith integration sensitization.<ref>{{cite web|url=https://doi.org/10.1038/s41598-019-50803-y|title=Self-motion perception is sensitized in vestibular migraine: pathophysiologic and clinical implications}}</ref>
Merfeld's research has also explored vestibular perception and its association with motion. His lab tested 105 individuals across various ages, discovering perceptual thresholds for motion perception increased after 40, especially for earth-vertical translations. He and his colleagues found that vestibular migraine patients exhibited abnormal sensitivity to specific types of motion, specifically roll tilt, suggesting sensitization of canal-otolith integration,<ref>{{Cite journal|url=https://www.frontiersin.org/articles/10.3389/fneur.2016.00162|title=Vestibular Perceptual Thresholds Increase above the Age of 40|first1=María Carolina|last1=Bermúdez Rey|first2=Torin K.|last2=Clark|first3=Wei|last3=Wang|first4=Tania|last4=Leeder|first5=Yong|last5=Bian|first6=Daniel M.|last6=Merfeld|date=September 22, 2016|journal=Frontiers in Neurology|volume=7|via=Frontiers|doi=10.3389/fneur.2016.00162|pmid=27752252|pmc=PMC5046616}}</ref> and also suggested that this heightened sensitivity to roll tilt in vestibular migraine patients implied canal-otolith integration sensitization.<ref>{{Cite journal|url=https://www.nature.com/articles/s41598-019-50803-y|title=Self-motion perception is sensitized in vestibular migraine: pathophysiologic and clinical implications|first1=Susan|last1=King|first2=Adrian J.|last2=Priesol|first3=Shmuel E.|last3=Davidi|first4=Daniel M.|last4=Merfeld|first5=Farzad|last5=Ehtemam|first6=Richard F.|last6=Lewis|date=October 4, 2019|journal=Scientific Reports|volume=9|issue=1|pages=14323|via=www.nature.com|doi=10.1038/s41598-019-50803-y|pmid=31586151|pmc=PMC6778132}}</ref>


Merfeld has studied vestibular and non-vestibular cues' impact on tilt and rotation thresholds. He found that without vestibular function, both thresholds increased significantly, highlighting the vestibular system's role in self-motion perception.<ref>{{cite web|url=https://doi.org/10.1007/s00221-023-06650-5|title=Evaluating vestibular contributions to rotation and tilt perception}}</ref> He also examined vestibular thresholds, age, and balance performance, revealing moderate correlations, underlining the importance of vestibular cues to balance.<ref>{{cite web|url=https://doi.org/10.3389/fneur.2017.00578|title=Multivariate Analyses of Balance Test Performance, Vestibular Thresholds, and Age}}</ref>
Merfeld has studied vestibular and non-vestibular cues' impact on tilt and rotation thresholds. He found that without vestibular function, both thresholds increased significantly, highlighting the vestibular system's role in self-motion perception.<ref>{{Cite journal|url=https://doi.org/10.1007/s00221-023-06650-5|title=Evaluating vestibular contributions to rotation and tilt perception|first1=Megan J.|last1=Kobel|first2=Andrew R.|last2=Wagner|first3=Daniel M.|last3=Merfeld|date=July 1, 2023|journal=Experimental Brain Research|volume=241|issue=7|pages=1873–1885|via=Springer Link|doi=10.1007/s00221-023-06650-5}}</ref> He also examined vestibular thresholds, age, and balance performance, revealing moderate correlations, underlining the importance of vestibular cues to balance.<ref>{{Cite journal|url=https://www.frontiersin.org/articles/10.3389/fneur.2017.00578|title=Multivariate Analyses of Balance Test Performance, Vestibular Thresholds, and Age|first1=Faisal|last1=Karmali|first2=María Carolina|last2=Bermúdez Rey|first3=Torin K.|last3=Clark|first4=Wei|last4=Wang|first5=Daniel M.|last5=Merfeld|date=September 22, 2017|journal=Frontiers in Neurology|volume=8|via=Frontiers|doi=10.3389/fneur.2017.00578|pmid=29167656|pmc=PMC5682300}}</ref>


In 2021, Merfeld discovered that heightened vestibular feedback noise is linked to reduced balance stability, potentially contributing to falls, emphasizing the need to address age-related vestibular concerns in fall prevention among the elderly population.<ref>{{cite web|url=https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8865383/|title=Might Vestibular “Noise” Cause Subclinical Balance Impairment and Falls?}}</ref>
In 2021, Merfeld discovered that heightened vestibular feedback noise is linked to reduced balance stability, potentially contributing to falls, emphasizing the need to address age-related vestibular concerns in fall prevention among the elderly population.<ref>{{Cite web|url=https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8865383/|title=Might Vestibular “Noise” Cause Subclinical Balance Impairment and Falls? - PMC}}</ref>


==Awards and honors==
==Awards and honors==

Revision as of 06:53, 22 September 2023

Daniel M. Merfeld
NationalityAmerican
Occupation(s)Neuroengineer, neuroscientist, academic, author and inventor
Academic background
EducationBSME ., Mechanical Engineering
MSE ., Mech.& Aerospace Engineering
PhD ., Biomedical Engineering
Alma materUniversity of Wisconsin-Madison
Princeton University
MIT
ThesisSpatial Orientation in the Squirrel Monkey: An Experimental and Theoretical Investigation (1990)
Academic work
InstitutionsThe Ohio State University (2017 to present)
Naval Aerospace Medical Research Laboratory (NAMRL) (2018 to present)
Harvard Medical School (1999-2017)
Neurological Sciences Institute (1995-1999)

David M. Merfeld is an American neuroengineer, neuroscientist, academic, author, and inventor. He is a Professor of Otolaryngology at The Ohio State University,[1] and serves as Senior Vestibular Scientist at the Naval Aerospace Medical Research Laboratory (NAMRL), which is part of the Naval Medical Research Unit Dayton (NAMRU-D).[2]

Conducting both fundamental and translational research in the field of the vestibular system and balance, Merfeld is most known as an inventor of vestibular implants, and is recipient of the Vestibular Disorders Association (VEDA) Champion of Vestibular Medicine Award in 2014.[3] He is a co-author of the textbook Sensation and Perception.[4]

Merfeld is a Fellow of the American Institute for Medical and Biological Engineering, and a Senior Member of the Institute for Electrical and Electronics Engineering (IEEE) since 2012.[5]

Education

Merfeld obtained a bachelor's degree in mechanical engineering from the University of Wisconsin-Madison in 1982.[6] He then pursued a Master's degree in Mechanical and Aerospace Engineering at Princeton University, which he completed in 1985[7] and went on to receive a Ph.D. in Biomedical Engineering from MIT in 1990, where he also received postdoctoral training in 1990.[8]

Career

Merfeld began his career as a research scientist at MIT from 1991 to 1995.[9] He joined the R.S. Dow Neurological Sciences Institute, as an Assistant Scientist in 1995, advancing to Associate Scientist in 1998.[10] During this time, he joined the Oregon Health and Science University (OHSU) faculty, first as an Adjunct Professor in 1995 and later as a faculty member in 1996 where he contributed to different programs including integrative biomedical science and neuroscience graduate programs until 1999.[11] In 1999, he became an Associate Professor of Otology and Laryngology at Harvard Medical School and was appointed as Professor in 2012, which he remained until 2017.[6] During the same period, he joined MIT as a faculty member from 2000 to 2017. He has been a Professor of Otolaryngology in The Ohio State University since 2017, where he also holds courtesy faculty appointments in other programs including biomedical engineering, health and rehabilitation sciences and speech, and hearing sciences.[1]

From 1992 to 1995, Merfeld served as an Acting Principal Investigator, leading a team of neurovestibular scientists for the Spacelab Life Sciences - 2 project.[12] Subsequently, from 1996 to 1998, he held the role of Public Relations Director at the Neurological Sciences Institute. In addition, he has organized significant events, including the Vestibular Oriented Research (VOR) meeting that he founded and helped organize in 2019, 2020 (canceled due to COVID-19), 2021 and 2023.[13]

Research

Merfeld's research in the field of neuroscience focuses on vestibular function, especially its impact on human balance, spatial disorientation, and motion perception. Among his work, he showed that internal models affect translation perception and that rotational cues from vision impact both perception and reflexes.[14] He also discovered that separate neural mechanisms can contribute to vestibular perception and action and worked on providing new diagnostics and treatments for patients suffering from vestibular disorders.[1]

Vestibular function

Merfeld's research has contributed to the understanding of vestibular function. His early research centered on deciphering the brain's processing of ambiguous sensory information, focusing on the interpretation and processing of signals from the otolith organs. Both modeling and experimental work conducted during this research revealed that the nervous system utilizes rotational signals from the canals to maintain awareness of the relative orientation of gravity through the use of internal models. Furthermore, the research demonstrated that these internal models impact the perception of translation and established that rotational cues provided through vision, such as optokinetic cues, influence both translational reflexes and perception.[15] He also found that perceptual sensitivity to motion increases at frequencies below 0.2 Hz, levels off at 0.5 Hz and above, and showed no impact from velocity storage on perception.[16]

Merfeld and collaborators invented, developed, and tested a sensory-replacement vestibular implant for severe peripheral vestibular dysfunction. These studies demonstrated the brain's ability to acclimate to the constant presence of electrical stimulation while also demonstrating that vestibulo-ocular responses to modulations of the electrical stimulation could be maintained for months after stimulation onset. Both findings are essential to the success of long-term sensory replacement.[17] He also identified the need for more research in motion sensors, information transfer, training for vestibular-deficient individuals, and prosthetic device effectiveness assessment.[18]

Spatial orientation and sensory processing

Merfeld explored factors influencing the processing of sensory information and how these factors can lead to spatial disorientation. He contributed to a study demonstrating stochastic resonance in muscle spindles by showing that muscle spindle responses could be enhanced when small vibrations were applied.[19] Having showed that internal models influence translation perception, he discovered that the nervous system can generate estimates of linear acceleration in the absence of actual linear acceleration, indicating the existence of internal models aiding sensory information processing related to motion.[20] Additionally, he revealed the brain's utilization of internal models to estimate both simple and complex motion paradigms, offering insights into neural strategies for perceiving motion amidst uncertain sensory data.[21]

In a study published in the Journal of Vestibular Research, Merfeld and colleagues developed the "sensory conflict" model to understand spatial orientation processing. The model successfully predicted aspects of how the brain processes sensory information from the vestibular system.[22] He also worked on a sensory weighting model, and showed that the model successfully simulated sensory processing, eye movements, and perceptual responses in various motion scenarios, offering insights into multisensory motion estimation.[23]

Psychophysical analysis methods

Merfeld has also contributed to the development of new approaches and methods to analyze psychophysical data. His contribution in this area began with a theoretic analysis of the threshold model often assumed to underlie the calculation of thresholds for binary (e.g., left vs right) data acquired using forced-choice direction discrimination paradigms.[24] He and his colleagues built on this framework to show how to fit threshold data across experimental conditions to deliver better threshold parameter estimates[25] and to develop a new method[26] that removes a bias known to impact threshold estimates when data are acquired using standard staircase procedures.[27]

Merfeld and colleagues later developed a method that uses confidence probability ratings – an element of meta-cognition that reflects self-assessment of the conviction in a decision – to reduce the number of trials required to obtain reliable threshold parameter estimates[28] as well as a method to find and remove individual trials that reflect when a subject has a lapse in attention.[29]

Motion perception and balance

Merfeld's research has also explored vestibular perception and its association with motion. His lab tested 105 individuals across various ages, discovering perceptual thresholds for motion perception increased after 40, especially for earth-vertical translations. He and his colleagues found that vestibular migraine patients exhibited abnormal sensitivity to specific types of motion, specifically roll tilt, suggesting sensitization of canal-otolith integration,[30] and also suggested that this heightened sensitivity to roll tilt in vestibular migraine patients implied canal-otolith integration sensitization.[31]

Merfeld has studied vestibular and non-vestibular cues' impact on tilt and rotation thresholds. He found that without vestibular function, both thresholds increased significantly, highlighting the vestibular system's role in self-motion perception.[32] He also examined vestibular thresholds, age, and balance performance, revealing moderate correlations, underlining the importance of vestibular cues to balance.[33]

In 2021, Merfeld discovered that heightened vestibular feedback noise is linked to reduced balance stability, potentially contributing to falls, emphasizing the need to address age-related vestibular concerns in fall prevention among the elderly population.[34]

Awards and honors

  • 2012 – Fellow, American Institute of Medical and Biological Engineering (AIMBE)[5]
  • 2014 – Champion of Vestibular Medicine, Vestibular Disorders Association[3]

Selected patents

  • US Patent # 6,546,291 – Merfeld, D, Rauch, S, Wall, C, and Weinberg, M (2003). Balance Prosthesis
  • US Patent # 7,454,246 – Merfeld, D (2008). Sensor Signal Alignment
  • US Patent # 7,933,654 – Merfeld, D, Gong, Rauch, Wall (2011). Vestibular Stimulator
  • US Patent # 9,681,835 – Karmali, Haburcakova, Merfeld, D. (2017) Detection of Vestibular Disorders Based on Vestibular Noise
  • US Patent # 9,795,335 – Merfeld, D, Chaudhuri, Lim, Priesol, Lewis, & Karmali (2017) Data collection for vestibulogram construction
  • US Patent #10,222,444 – Merfeld, D & Ackerman (2019) Systems and methods for moving magnetic resonance imaging

Bibliography

Books

  • Sensation and Perception (2008) ISBN 9780878939381

Selected articles

  • Merfeld, D. M., Young, L. R., Oman, C. M., & Shelhamert, M. J. (1993). A multidimensional model of the effect of gravity on the spatial orientation of the monkey. Journal of Vestibular Research, 3(2), 141-161.
  • Cordo, P., Inglis, J. T., Verschueren, S., Collins, J. J., Merfeld, D. M., Rosenblum, S., ... & Moss, F. (1996). Noise in human muscle spindles. Nature, 383(6603), 769-770.
  • Merfeld, D. M., Zupan, L., & Peterka, R. J. (1999). Humans use internal models to estimate gravity and linear acceleration. Nature, 398(6728), 615-618.
  • Merfeld, D. M., & Zupan, L. H. (2002). Neural processing of gravitoinertial cues in humans. III. Modeling tilt and translation responses. Journal of neurophysiology, 87(2), 819-833.
  • Zupan, L. H., Merfeld, D. M., & Darlot, C. (2002). Using sensory weighting to model the influence of canal, otolith and visual cues on spatial orientation and eye movements. Biological cybernetics, 86(3), 209-230.
  • Merfeld, D. M., Park, S., Gianna-Poulin, C., Black, F. O., & Wood, S. (2005). Vestibular perception and action employ qualitatively different mechanisms. I. Frequency response of VOR and perceptual responses during translation and tilt. Journal of neurophysiology, 94(1), 186-198.
  • Kobel, M. J., Wagner, A. R., & Merfeld, D. M. (2023). Evaluating vestibular contributions to rotation and tilt perception. Experimental Brain Research, 1-13.

References

  1. ^ a b c "Daniel Merfeld, PhD | Ohio State College of Medicine". medicine.osu.edu.
  2. ^ "Reducing Risk through Research: NAMRU-Dayton Addresses Spatial Disorientation". DVIDS.
  3. ^ a b "Champions of Vestibular Medicine Help Reduce Diagnosis Times for Patients with Inner Ear Balance Disorders. - Free Online Library". www.thefreelibrary.com.
  4. ^ "APA PsycNet". psycnet.apa.org.
  5. ^ a b "Dan Merfeld, Ph.D COF-1537 - AIMBE".
  6. ^ a b "Harvard Otolaryngology" (PDF).
  7. ^ "Merfeld, Daniel Michael, 1985 - Finding Aids". findingaids.princeton.edu.
  8. ^ "Human Systems Laboratory".
  9. ^ "Experiments Focus on Human Balance". MIT News | Massachusetts Institute of Technology. October 6, 1993.
  10. ^ "Biographies of Astronaut and Cosmonaut Candidates: Daniel Merfeld". www.spacefacts.de.
  11. ^ News, OHSU. "Brain Resolves Sensory Contradictions by Creating its Own Reality". OHSU News. {{cite web}}: |last= has generic name (help)
  12. ^ Young, Laurence R.; Oman, Charles M.; Merfeld, Daniel; Watt, Douglas; Roy, Serge; DeLuca, Carlo; Balkwill, David; Christie, Jock; Groleau, Nicolas; Jackson, D. Keoki; Law, Glenn; Modestino, Sherry; Mayer, William (January 1, 1993). "Spatial Orientation and Posture During and Following Weightlessness: Human Experiments on Spacelab Life Sciences 1". Journal of Vestibular Research. 3 (3): 231–239. doi:10.3233/VES-1993-3304 – via content.iospress.com.
  13. ^ Merfeld, Daniel. "Vestibular Oriented Research Meetings" – via grantome.com. {{cite journal}}: Cite journal requires |journal= (help)
  14. ^ "Daniel Merfeld". scholar.google.com.
  15. ^ Merfeld, Daniel M.; Park, Sukyung; Gianna-Poulin, Claire; Black, F. Owen; Wood, Scott (July 22, 2005). "Vestibular Perception and Action Employ Qualitatively Different Mechanisms. I. Frequency Response of VOR and Perceptual Responses During Translation and Tilt". Journal of Neurophysiology. 94 (1): 186–198. doi:10.1152/jn.00904.2004 – via CrossRef.
  16. ^ Grabherr, Luzia; Nicoucar, Keyvan; Mast, Fred W.; Merfeld, Daniel M. (April 1, 2008). "Vestibular thresholds for yaw rotation about an earth-vertical axis as a function of frequency". Experimental Brain Research. 186 (4): 677–681. doi:10.1007/s00221-008-1350-8 – via Springer Link.
  17. ^ Merfeld, Daniel M.; Haburcakova, Csilla; Gong, Wangsong; Lewis, Richard F. (June 22, 2007). "Chronic Vestibulo-Ocular Reflexes Evoked by a Vestibular Prosthesis". IEEE Transactions on Biomedical Engineering. 54 (6): 1005–1015. doi:10.1109/TBME.2007.891943 – via IEEE Xplore.
  18. ^ Wall III, C.; Merfeld, D. M.; Rauch, S. D.; Black, F. O. (January 1, 2003). "Vestibular prostheses: The engineering and biomedical issues". Journal of Vestibular Research. 12 (2–3): 95–113. doi:10.3233/VES-2003-122-305 – via content.iospress.com.
  19. ^ Cordo, Paul; Inglis, J. Timothy; Verschueren, Sabine; Collins, James J.; Merfeld, Daniel M.; Rosenblum, Stuart; Buckley, Scott; Moss, Frank (October 22, 1996). "Noise in human muscle spindles". Nature. 383 (6603): 769–770. doi:10.1038/383769a0 – via www.nature.com.
  20. ^ Merfeld, Daniel M.; Zupan, Lionel; Peterka, Robert J. (April 22, 1999). "Humans use internal models to estimate gravity and linear acceleration". Nature. 398 (6728): 615–618. doi:10.1038/19303 – via www.nature.com.
  21. ^ Merfeld, D. M.; Zupan, L. H. (February 1, 2002). "Neural Processing of Gravitoinertial Cues in Humans. III. Modeling Tilt and Translation Responses". Journal of Neurophysiology. 87 (2): 819–833. doi:10.1152/jn.00485.2001 – via CrossRef.
  22. ^ Merfeld, Daniel M.; Young, Laurence R.; Oman, Charles M.; Shelhamert, Mark J. (January 1, 1993). "A Multidimensional Model of the Effect of Gravity on the Spatial Orientation of the Monkey". Journal of Vestibular Research. 3 (2): 141–161. doi:10.3233/VES-1993-3204 – via content.iospress.com.
  23. ^ Zupan, L. H.; Merfeld, D. M.; Darlot, C. (March 1, 2002). "Using sensory weighting to model the influence of canal, otolith and visual cues on spatial orientation and eye movements". Biological Cybernetics. 86 (3): 209–230. doi:10.1007/s00422-001-0290-1 – via Springer Link.
  24. ^ Merfeld, Daniel M. (May 1, 2011). "Signal detection theory and vestibular thresholds: I. Basic theory and practical considerations". Experimental Brain Research. 210 (3): 389–405. doi:10.1007/s00221-011-2557-7. PMC 3096492. PMID 21359662 – via Springer Link.{{cite journal}}: CS1 maint: PMC format (link)
  25. ^ Lim, Koeun; Merfeld, Daniel M. (October 1, 2012). "Signal detection theory and vestibular perception: II. Fitting perceptual thresholds as a function of frequency". Experimental Brain Research. 222 (3): 303–320. doi:10.1007/s00221-012-3217-2. PMC 4105942. PMID 22923225 – via Springer Link.{{cite journal}}: CS1 maint: PMC format (link)
  26. ^ Chaudhuri, Shomesh E.; Merfeld, Daniel M. (March 1, 2013). "Signal detection theory and vestibular perception: III. Estimating unbiased fit parameters for psychometric functions". Experimental Brain Research. 225 (1): 133–146. doi:10.1007/s00221-012-3354-7. PMC 3570703. PMID 23250442 – via Springer Link.{{cite journal}}: CS1 maint: PMC format (link)
  27. ^ Leek, Marjorie R.; Hanna, Thomas E.; Marshall, Lynne (May 1, 1992). "Estimation of psychometric functions from adaptive tracking procedures". Perception & Psychophysics. 51 (3): 247–256. doi:10.3758/BF03212251 – via Springer Link.
  28. ^ Yi, Yongwoo; Merfeld, Daniel M. (April 1, 2016). "A quantitative confidence signal detection model: 1. Fitting psychometric functions". Journal of Neurophysiology. 115 (4): 1932–1945. doi:10.1152/jn.00318.2015 – via CrossRef.
  29. ^ Clark, Torin K.; Merfeld, Daniel M. (October 1, 2021). "Statistical approaches to identifying lapses in psychometric response data". Psychonomic Bulletin & Review. 28 (5): 1433–1457. doi:10.3758/s13423-021-01876-2 – via Springer Link.
  30. ^ Bermúdez Rey, María Carolina; Clark, Torin K.; Wang, Wei; Leeder, Tania; Bian, Yong; Merfeld, Daniel M. (September 22, 2016). "Vestibular Perceptual Thresholds Increase above the Age of 40". Frontiers in Neurology. 7. doi:10.3389/fneur.2016.00162. PMC 5046616. PMID 27752252 – via Frontiers.{{cite journal}}: CS1 maint: PMC format (link) CS1 maint: unflagged free DOI (link)
  31. ^ King, Susan; Priesol, Adrian J.; Davidi, Shmuel E.; Merfeld, Daniel M.; Ehtemam, Farzad; Lewis, Richard F. (October 4, 2019). "Self-motion perception is sensitized in vestibular migraine: pathophysiologic and clinical implications". Scientific Reports. 9 (1): 14323. doi:10.1038/s41598-019-50803-y. PMC 6778132. PMID 31586151 – via www.nature.com.{{cite journal}}: CS1 maint: PMC format (link)
  32. ^ Kobel, Megan J.; Wagner, Andrew R.; Merfeld, Daniel M. (July 1, 2023). "Evaluating vestibular contributions to rotation and tilt perception". Experimental Brain Research. 241 (7): 1873–1885. doi:10.1007/s00221-023-06650-5 – via Springer Link.
  33. ^ Karmali, Faisal; Bermúdez Rey, María Carolina; Clark, Torin K.; Wang, Wei; Merfeld, Daniel M. (September 22, 2017). "Multivariate Analyses of Balance Test Performance, Vestibular Thresholds, and Age". Frontiers in Neurology. 8. doi:10.3389/fneur.2017.00578. PMC 5682300. PMID 29167656 – via Frontiers.{{cite journal}}: CS1 maint: PMC format (link) CS1 maint: unflagged free DOI (link)
  34. ^ "Might Vestibular "Noise" Cause Subclinical Balance Impairment and Falls? - PMC".