Toward Remote Patient Monitoring of Speech, Video, Cognitive and Respiratory Biomarkers Using Multimodal Dialog Technology. - Vikram Ramanarayanan; Oliver Roesler; Michael Neumann; David Pautler; Doug Habberstad; Andrew Cornish; Hardik Kothare; Vignesh Murali; Jackson Liscombe; Dirk Schnelle-Walka; Patrick L. Lange; David Suendermann-Oeft (INTERSPEECH, 2020)

Investigating the Interplay Between Affective, Phonatory and Motoric Subsystems in Autism Spectrum Disorder Using a Multimodal Dialogue Agent. - Hardik Kothare; Vikram Ramanarayanan; Oliver Roesler; Michael Neumann; Jackson Liscombe; William Burke; Andrew Cornish; Doug Habberstad; Alaa Sakallah; Sara Markuson; Seemran Kansara; Afik Faerman; et al. (Interspeech, 2021)

Investigating the Utility of Multimodal Conversational Technology and Audiovisual Analytic Measures for the Assessment and Monitoring of Amyotrophic Lateral Sclerosis at Scale. - Michael Neumann; Oliver Roesler; Jackson Liscombe; Hardik Kothare; David Suendermann-Oeft; David Pautler; Indu Navar; Aria Anvar; Jochen Kumm; Raquel Norel; Ernest Fraenkel; Alexander V. Sherman; et al. (Interspeech, 2021)

Speech, Facial and Fine Motor Features for Conversation-Based Remote Assessment and Monitoring of Parkinson's Disease. - Hardik Kothare; Oliver Roesler; William Burke; Michael Neumann; Jackson Liscombe; Andrew Exner; Sandy Snyder; Andrew Cornish; Doug Habberstad; David Pautler; David Suendermann-Oeft; Jessica Huber; et al. (EMBC, 2022)

Towards Multimodal Dialog-Based Speech & Facial Biomarkers of Schizophrenia. - Vanessa Richter; Michael Neumann; Hardik Kothare; Oliver Roesler; Jackson Liscombe; David Suendermann-Oeft; Sebastian Prokop; Anzalee Khan; Christian Yavorsky; Jean-Pierre Lindenmayer; Vikram Ramanarayanan (ICMI Companion, 2022)

Exploring Facial Metric Normalization For Within- and Between-Subject Comparisons in a Multimodal Health Monitoring Agent. - Oliver Roesler; Hardik Kothare; William Burke; Michael Neumann; Jackson Liscombe; Andrew Cornish; Doug Habberstad; David Pautler; David Suendermann-Oeft; Vikram Ramanarayanan (ICMI Companion, 2022)

Statistical and clinical utility of multimodal dialogue-based speech and facial metrics for Parkinson's disease assessment. - Hardik Kothare; Michael Neumann; Jackson Liscombe; Oliver Roesler; William Burke; Andrew Exner; Sandy Snyder; Andrew Cornish; Doug Habberstad; David Pautler; David Suendermann-Oeft; Jessica Huber; et al. (INTERSPEECH, 2022)

Responsiveness, Sensitivity and Clinical Utility of Timing-Related Speech Biomarkers for Remote Monitoring of ALS Disease Progression. - Hardik Kothare; Michael Neumann; Jackson Liscombe; Jordan R. Green; Vikram Ramanarayanan (INTERSPEECH, 2023)

A Multimodal Investigation of Speech, Text, Cognitive and Facial Video Features for Characterizing Depression With and Without Medication. - Michael Neumann; Hardik Kothare; Doug Habberstad; Vikram Ramanarayanan (INTERSPEECH, 2023)

Combining Multiple Multimodal Speech Features into an Interpretable Index Score for Capturing Disease Progression in Amyotrophic Lateral Sclerosis. - Michael Neumann; Hardik Kothare; Vikram Ramanarayanan (INTERSPEECH, 2023)

When Words Speak Just as Loudly as Actions: Virtual Agent Based Remote Health Assessment Integrating What Patients Say with What They Do. - Vikram Ramanarayanan; David Pautler; Lakshmi Arbatti; Abhishek Hosamath; Michael Neumann; Hardik Kothare; Oliver Roesler; Jackson Liscombe; Andrew Cornish; Doug Habberstad; Vanessa Richter; David Fox; et al. (INTERSPEECH, 2023)

Remote Assessment for ALS using Multimodal Dialog Agents: Data Quality, Feasibility and Task Compliance. - Vanessa Richter; Michael Neumann; Jordan R. Green; Brian Richburg; Oliver Roesler; Hardik Kothare; Vikram Ramanarayanan (INTERSPEECH, 2023)

Preliminary Investigation of Psychometric Properties of a Novel Multimodal Dialog Based Affect Production Task in Children and Adolescents with Autism. - Carly Demopoulos; Linnea Lampinen; Cristian Preciado; Hardik Kothare; Vikram Ramanarayanan (INTERSPEECH, 2024)

How Consistent are Speech-Based Biomarkers in Remote Tracking of ALS Disease Progression Across Languages? A Case Study of English and Dutch. - Hardik Kothare; Michael Neumann; Cathy Zhang; Jackson Liscombe; Jordi W. J. van Unnik; Lianne C. M. Botman; Leonard H. van den Berg; Ruben P. A van Eijk; Vikram Ramanarayanan (INTERSPEECH, 2024)

Multimodal Digital Biomarkers for Longitudinal Tracking of Speech Impairment Severity in ALS: An Investigation of Clinically Important Differences. - Michael Neumann; Hardik Kothare; Jackson Liscombe; Emma C. L. Leschly; Oliver Roesler; Vikram Ramanarayanan (INTERSPEECH, 2024)

Towards Scalable Remote Assessment of Mild Cognitive Impairment Via Multimodal Dialog. - Oliver Roesler; Jackson Liscombe; Michael Neumann; Hardik Kothare; Abhishek Hosamath; Lakshmi Arbatti; Doug Habberstad; Christiane Suendermann-Oeft; Meredith Bartlett; Cathy Zhang; Nikhil Sukhdev; Kolja Wilms; et al. (INTERSPEECH, 2024)

Multimodal speech biomarkers for remote monitoring of ALS disease progression. - Michael Neumann; Hardik Kothare; Vikram Ramanarayanan (Comput. Biol. Medicine, 2024)