Modality to Present at the Digital Biomarker Summit USA
51
publications
22
collaborator
institutions
10
clinical
/ R&D areas
11
patents
SCHIZOPHRENIA | International Conference on Multimodal Interaction (ICMI) 2022
Towards Multimodal Dialog-Based Speech & Facial Biomarkers of Schizophrenia
V. Richter, M. Neumann, H. Kothare, O. Roesler, J. Liscombe, D. Suendermann-Oeft, S. Prokop, A. Khan, C. Yavorsky, J-P. Lindenmayer and V. Ramanarayanan
PARKINSON'S DISEASE | International Conference on Multimodal Interaction (ICMI) 2022
Exploring Facial Metric Normalization For Within- and Between-Subject Comparisons in a Multimodal Health Monitoring Agent
O. Roesler, H. Kothare, W. Burke, M. Neumann, J. Liscombe, A. Cornish, D. Habberstad, D. Pautler, D. Suendermann-Oeft and V. Ramanarayanan
PARKINSON'S DISEASE | INTERSPEECH 2022
Statistical and Clinical Utility of Multimodal Dialogue-Based Speech and Facial Metrics for Parkinson's Disease Assessment
H. Kothare, M. Neumann, J. Liscombe, O. Roesler, W. Burke, A. Exner, S. Snyder, A. Cornish, D. Habberstad, D. Pautler, D. Suendermann-Oeft, J. Huber and V. Ramanarayanan
MULTIPLE SCLEROSIS | Speech Motor Control Conference (SMC) 2022
Assessment of Atypical Speech in Multiple Sclerosis Via A Multimodal Dialogue Platform: An Exploratory Study
H. Kothare, M. Neumann, J. Liscombe, O. Roesler, D. Habberstad, W. Burke, A. Cornish, L. Arbatti, A. Hosamath, D. Fox, D. Pautler, D. Suendermann-Oeft, I. Shoulson and V. Ramanarayanan
ALS | Speech Motor Control Conference (SMC) 2022
On Timing and Pronunciation Metrics for Intelligibility Assessment in Pathological ALS Speech
J. Liscombe, M. Neumann, H. Kothare, O. Roesler, D. Suendermann-Oeft and V. Ramanarayanan
AUTISM | Speech Motor Control Conference (SMC) 2022
Atypical Speech Acoustics and Jaw Kinematics During Affect Production In Children With Autism Spectrum Disorder Assessed by an Interactive Multimodal Conversational Platform
H. Kothare, V. Ramanarayanan, O. Roesler, M. Neumann, J. Liscombe, W. Burke, A. Cornish, D. Habberstad, B. Kopald, A. Bai, Y. Markiv, L. Cole, S. Markuson, Y. Bensidi-Slimane, A. Sakallah, K. Brogan, L. Lampinen, S. Skiba, D. Suendermann-Oeft, D. Pautler and C. Demopoulos
PARKINSON'S DISEASE | IEEE Conference on Engineering in Medicine & Biology (EMBC) 2022
H. Kothare, O. Roesler, W. Burke, M. Neumann, J. Liscombe, A. Exner, S. Snyder, A. Cornish, D. Habberstad, D. Pautler, D. Suendermann-Oeft, J. Huber, and V. Ramanarayanan
SCHIZOPHRENIA | Annual Meeting of the Schizophrenia International Research Society (SIRS) 2022
A. Khan, S. Prokop, S. Bashir, JP. Lindenmayer, B. Insel, D. Pautler, D. Suendermann-Oeft, V. Ramanarayanan, and C. Yavorsky
MCI | Annual Meeting of the Cognitive Neuroscience Society (CNS) 2022
W. Burke, D. Pautler, H. Kothare, D. Habberstad, O. Roesler, M. Neumann, J. Liscombe, A. Cornish, D. Suendermann-Oeft and V. Ramanarayanan
ALS | Annual Meeting of the American Academy of Neurology (AAN) 2022
V. Ramanarayanan, M. Neumann, A. Anvar, D. Suendermann-Oeft, O. Roesler, J. Liscombe, H. Kothare, J. D. Berry, E. Fraenkel, R. Norel, A. V. Sherman, J. Kumm, and I. Navar
PARKINSON'S DISEASE | Motor Speech Conference 2022
O. Roesler, W. Burke, H. Kothare, J. Liscombe, M. Neumann, A. Cornish, D. Habberstad, D. Pautler, D. Suendermann-Oeft and V. Ramanarayanan
ALS | Motor Speech Conference 2022
J. Liscombe, A. Ocampo, H. Kothare, O. Roesler, M. Neumann, D. Habberstad, A. Cornish, D. Pautler, D. Suendermann-Oeft and V. Ramanarayanan
PARKINSON'S DISEASE | Motor Speech Conference 2022
A. Exner, V. Ramanarayanan, D. Pautler, S. Snyder, H. Kothare, J. Liscombe, S. Sridhar, O. Roesler, W. Burke, M. Neumann, D. Suendermann-Oeft and J. Huber
PARKINSON'S DISEASE | Journal of Parkinson’s Disease (JPD) 2022
I. Shoulson, L. Arbatti, A. Hosamath, S.W. Eberly, D. Oakes
R&D | Perspectives of the ASHA Special Interest Groups 2022
Speech as a Biomarker: Opportunities, Interpretability, and Challenges
V. Ramanarayanan, A. Lammert, H. Rowe, T. F. Quatieri and J. R. Green
ALS | The 32nd International Symposium on Amyotrophic Lateral Sclerosis and Motor Neuron Disease 2021
M. Neumann, O. Roesler, J. Liscombe, H. Kothare, D. Suendermann-Oeft, J. D. Berry, E. Fraenkel, R. Norel, A. Anvar, I. Navar, A. V. Sherman, J. R. Green and V. Ramanarayanan
SCHIZOPHRENIA | Society for Neuroscience (SfN) Annual Meeting 2021
H. Kothare, M. Neumann, O. Roesler, J. Liscombe, D. Pautler, D. Suendermann-Oeft, C. Yavorsky, A. Khan, JP Lindenmayer and V. Ramanarayanan
SYSTEM | International Workshop on Spoken Dialog Systems (IWSDS) 2021
Voice Activity Detection in Dialog Agents for Dysarthric Speakers
J. Liscombe, H. Kothare, M. Neumann, A. Ocampo, O. Roesler, D. Habberstad, A. Cornish, D. Pautler, D. Suendermann-Oeft and V. Ramanarayanan
PARKINSON'S DISEASE | ASHA Convention 2021
Development of a Telehealth Platform for the Assessment of Motor Speech Disorders
A. Exner, V. Ramanarayanan, D. Pautler, H. Kothare, S. Snyder, and J. Huber
SCHIZOPHRENIA | International Society for CNS Clinical Trials and Methodology (ISCTM) Conference 2021
Multimodal AI of Facial and Acoustic Biomarkers of Negative Symptoms in Schizophrenia
A. Khan, JP Lindenmayer, S. Bashir, S. Prokop, B. Insel, B. Fitapelli, K. Bodicherla, M. Parak, B. Parker, C. Yavorsky, H. Kothare, D. Pautler, D. Suendermann-Oeft and V. Ramanarayanan
PARKINSON'S DISEASE | 25th International Congress of Parkinson's Disease and Movement Disorders (MDS) 2021
Multimodal Conversational AI for Remote Patient Monitoring and Analysis of Parkinson's Disease
V. Ramanarayanan, A. Exner, D. Pautler, S. Snyder, W. Burke, H. Kothare, J. Liscombe, D. Suendermann-Oeft, A. Lambert, R. Kohlmeier, and J. Huber
PARKINSON'S DISEASE | Journal of Parkinson’s Disease (JPD) 2021
M. Javidnia, L. Arbatti, A. Hosamath, S.W. Eberly, D. Oakes, I. Shoulson
ALS | 22nd Annual Conference of the International Speech Communication Association (Interspeech) 2021
M. Neumann, O. Roesler, J. Liscombe, H. Kothare, D. Suendermann-Oeft, D. Pautler, I. Navar, A. Anvar, J. Kumm, R. Norel, E. Fraenkel, A. Sherman, J. Berry, G. Pattee, J. Wang, J. Green, V. Ramanarayanan
PARKINSON'S DISEASE | American Academy of Neurology (AAN) 2021
L. Vinikoor-Imler, L. Arbatti, A. Hosamath, I. Sapir, J. Shirvan, N. Maserejian, I. Shoulson
AUTISM | 22nd Annual Conference of the International Speech Communication Association (Interspeech) and National Autism Conference 2021
H. Kothare, V. Ramanarayanan, O. Roesler, M. Neumann, J. Liscombe, W. Burke, A. Cornish, D. Habberstad, A. Sakallah, S. Markuson, S. Kansara, A. Faerman, Y. Bensidi-Slimane, L. Fry, S. Portera, D. Suendermann-Oeft, D. Pautler, C. Demopoulos
PARKINSON'S DISEASE / HUNTINGTON DISEASE | Huntington Study Group (HSG) 2021
J.L. Purks, K.E. Anderson, L. Arbatti, A. Hosamath, I. Shoulson
SYSTEM | Draft Report of the Voice Interaction Community Group of the World Wide Web Consortium 2021
Intelligent Personal Assistant Architecture, Version 1.2
D. Schnelle-Walka and D. Dahl
SCHIZOPHRENIA | 17th Annual Scientific Meeting of the International Society for CNS Clinical Trials and Methodology (ISCTM) 2021
Multimodal AI of Facial and Acoustic Biomarkers of Negative Symptoms
JP. Lindenmayer and A. Khan, in collaboration with D. Suendermann-Oeft, D. Pautler, V. Ramanarayanan, S. Bashir, M. Parak, S. Ahmad, S. Prokop, T. Abad, S. Sevy, and C. Yavorsky
PARKINSON'S DISEASE | American Neurological Association (ANA) 2021
I. Shoulson, L. Arbatti, A. Hosamath, S. Eberly, D. Oakes
ALS | 73th Annual Meeting of the American Academy of Neurology (AAN) 2021
Towards A Large-Scale Audio-Visual Corpus for Research on Amyotrophic Lateral Sclerosis
A. Anvar, D. Suendermann-Oeft, D. Pautler, V. Ramanarayanan, J. Kumm, J. Berry, R. Norel, E. Fraenkel, and I. Navar
R&D | 12th International Seminar on Speech Production (ISSP) 2020
Remote Monitoring of Respiratory Function Using a Cloud-Based Multimodal Dialogue System
H. Kothare and V. Ramanarayanan
R&D | 21st Annual Conference of the International Speech Communication Association (Interspeech) 2020
V. Ramanarayanan, O. Roesler, M. Neumann, D. Pautler, D. Habberstad, A. Cornish, H. Kothare, V. Murali, J. Liscombe, D. Schnelle-Walka, P. Lange, and D. Suendermann-Oeft
DEPRESSION | 58th Annual Meeting of the Association for Computational Linguistics (ACL) Workshop on NLP for Medical Conversations 2020
M. Neumann, O. Roesler, D. Suendermann-Oeft, and V. Ramanarayanan
PARKINSON'S DISEASE | Movement Disorders Society (MDS) 2020
M. Javidnia, L. Arbatti, A. Hosamath, S. Eberly, D. Oakes, A. Nguyen, I. Shoulson
SYSTEM | NSF Future Directions Workshop Report, National Science Foundation 2020
Toward User-Oriented Agents: Research Directions and Challenges
M. Eskenazi and T. Zhao, with contributions from P. Balakrishnan, J. Bigham, C. Busso, J. Callan, V. Chen, B. DiEugenio, M. Gasic, J. Gustafsson, J. Hirschberg, R. Hwa, A. Kerne, T. Korelsky, D. Litman, S. Mehri, R. Moore, L.P. Morency, M. Ostendorf, A. Raux, V. Reiser, W. Shen, A. Stent, D. Suendermann-Oeft, D. Traum, S. Ultes, C. Voss, and M. Walker
SYSTEM | Speech Technology Magazine 2020
The standardization of intelligent personal assistants
D. Schnella-Walka
PARKINSON'S DISEASE | American Society for Experimental Neurotherapeutics (ASENT) 2020
Informing Natural History and Clinical Trials from Verbatim Reports of >20,000 Parkinson Patients
L. Arbatti, C. Marras, D. Standaert, C.M. Tanner, L. Smolensky, C. Kopil, J. Hamilton, E. Flagg, M. Javidnia, C.A. Christopher, A. Hosamath, A. Nguyen, I. Shoulson
R&D | Motor Speech Conference 2020
V. Ramanarayanan, D. Suendermann-Oeft, D. Pautler, O. Roesler, J. Liscombe, M. Neumann, D. Habberstad, and A. Cornish
PARKINSON'S DISEASE | American Neurological Association (ANA) 2020
Parkinson Disease Symptoms and the Company They Keep as Reported Directly by >25,000 Patients
I. Shoulson, L. Arbatti, A. Hosamath, M. Javidnia, D. Oakes, S. Eberly, C. Marras, D. Standaert, C.M. Tanner, J. Hamilton, L. Smolensky, C. Kopil, C.A. Christopher, A. Nguyen
SYSTEM | ACM International Conference on Intelligent Virtual Agents (IVA) 2019
NEMSI: A Multimodal Dialog System for Screening of Neurological or Mental Conditions
D. Suendermann-Oeft, A. Robinson, A. Cornish, D. Habberstad, D. Pautler, D. Schnelle-Walka, F. Haller, J. Liscombe, M. Neumann, M. Merrill, O. Roesler, and R. Geffarth
PARKINSON'S DISEASE | American Medical Informatics Association (AMIA) 2019
R. Chadaram, L. Arbatti, A. Nguyen, I. Shoulson
PARKINSON'S DISEASE | American Medical Informatics Association (AMIA) 2019
Natural Language Processing as Applied to Patient Verbatim Reports
L. Arbatti, A. Nguyen, I. Shoulson
PARKINSON'S DISEASE | World Parkinson’s Congress Journal of Parkinson’s Disease (JPD) 2019
A Cross-Sectional Natural History of Parkinson Disease as Reported by >10,000 Patients
I. Shoulson, L. Arbatti, C. Marras, D. Standaert, C.M. Tanner, L. Smolensky, C. Kopil, J. Hamilton, E. Flagg, C.A. Christopher, A. Nguyen
PARKINSON'S DISEASE | Movement Disorders Society (MDS) 2019
I. Shoulson, L. Arbatti, C. Marras, D. Standaert, C. Tanner, L. Smolensky, C. Kopil, J. Hamilton, E. Flagg, C.A. Christopher, A. Nguyen
PARKINSON'S DISEASE | International Society for Clinical Trials and Methodology (ISCTM) 2019
I. Shoulson, L. Arbatti, C. Marras, D. Standaert, C.M. Tanner, L. Smolensky, C. Kopil, J. Hamilton, E. Flagg, C.A. Christopher, A. Nguyen
PARKINSON'S DISEASE | American Academy of Neurology (AAN) 2019
What Bothers Parkinson Patients: Clinical Curation of their Verbatim Reports
L. Arbatti, C. Marras, C. Tanner, D. Standaert, A. Nguyen, I. Shoulson
SYSTEM | International Conference on Activity and Behavior Computing (ABC) 2019
Towards Visual Behavior Detection in Human-Machine Conversations
O. Roesler and D. Suendermann-Oeft
PARKINSON'S DISEASE / HUNTINGTON DISEASE | Huntington Study Group (HSG) 2018
I. Shoulson, L. Arbatti, A. Nguyen, D. Standaert, C. Marras, C.M. Tanner
PARKINSON'S DISEASE | American Neurological Association (ANA) 2018
Problems that Bother Parkinson Patients: The Basis for a Patient-Reported Natural History
L. Arbatti, C. Marras, D. Standaert, C.M. Tanner, A. Nguyen, I. Shoulson
PARKINSON'S DISEASE | Movement Disorders Society (MDS) 2018
Framework for a Patient-Reported Natural History of Parkinson Disease
L. Arbatti, A. Nguyen, C. Marras, D. Standaert, C.M. Tanner, L. Smolensky, C. Kopil, L. McLaughlin, E. Flagg, C.A. Christopher
PARKINSON'S DISEASE | American Academy of Neurology (AAN) 2018
L. Arbatti, A. Nguyen, L. McLaughlin, L. Smolensky, C. Kopil, E. Flagg, C. Christopher, I. Shoulson