Schizophrenia

SCHIZOPHRENIA  |  IEEE International Conference on Digital Health (ICDH 2025)

Remote Assessment of Emotion Dynamics in Schizophrenia using a Multimodal Dialog System 

S. G. Sand, M. Neumann, H. Kothare, D. Pautler, J-P. Lindenmayer, A. Khan, B. Insel, D. Nadim and V. Ramanarayanan

SCHIZOPHRENIA  |  Schizophrenia International Research Society (SIRS) Annual Congress 2024

AI Driven Platform to Detect Negative Symptoms of Schizophrenia Through Facial and Acoustic Analysis

J-P. Lindenmayer, A. Khan, V. Ramanarayanan, H. Kothare, D. Pautler,  M. Parak, B. Parker, C. Yavorsky, D. Suendermann-Oeft

MODALITY R&D / ALS / SCHIZOPHRENIA / DEPRESSION  |  38th Annual AAAI Conference on Artificial Intelligence (Workshop on Machine Learning for Cognitive and Mental Health) 2024

Towards Remote Differential Diagnosis of Mental and Neurological Disorders Using Automatically Extracted Speech and Facial Features

V. Richter, M. Neumann and V. Ramanarayanan

SCHIZOPHRENIA  |  International Society for CNS Clinical Trials and Methodology (ISCTM) Autumn Conference 2023

Towards an Interpretable Index Score for the Assessment of Schizophrenia based on Multimodal Speech and Facial Biomarkers

M. Neumann, H. Kothare, C. Yavorsky, A. Khan, J-P. Lindenmayer and V. Ramanarayanan

SCHIZOPHRENIA / PARKINSON'S DISEASE |  International Society for CNS Clinical Trials and Methodology (ISCTM) Autumn Conference 2023

Differentiating Primary and Secondary Expressive Negative Symptoms For Remote Digital Trials Using a Multimodal Dialogue Platform

H. Kothare, M. Neumann, V. Richter, O. Roesler, J. Liscombe, A. Khan, S. Snyder, C. Yavorsky, B. Parker, T. Abad, J. E. Huber, J-P. Lindenmayer and V. Ramanarayanan

SCHIZOPHRENIA  |  Schizophrenia International Research Society (SIRS) Annual Congress 2023 

A Multimodal Speech and Facial Digital Assessment to Assess Negative Symptoms

JP. Lindenmayer, A. Khan, V. Ramanarayanan, D. Suendermann-Oeft, D. Pautler, B. Parker, M. Parak

SCHIZOPHRENIA  | International Society for CNS Clinical Trials and Methodology (ISCTM) Conference 2023

Using AI-driven platform to Detect Negative Symptoms of Schizophrenia Through Facial and Acoustic Analysis

A. Khan, V. Ramanarayanan, H. Kothare, D. Pautler, M. Parak, B. Parker, D. Suendermann-Oeft, C. Yavorsky, and JP. Lindenmayer

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

SCHIZOPHRENIA  |  Annual Meeting of the Schizophrenia International Research Society (SIRS) 2022

Reliability, Validity and Internal Consistency of Multimodal AI Based Facial and Acoustic Biomarkers of Negative Symptoms in Schizophrenia

A. Khan, S. Prokop, S. Bashir, JP. Lindenmayer, B. Insel, D. Pautler, D. Suendermann-Oeft, V. Ramanarayanan, and C. Yavorsky 

SCHIZOPHRENIA  |  Society for Neuroscience (SfN) Annual Meeting 2021

Multimodal Conversational Technology For Remote Assessment of Symptom Severity in People with Schizophrenia

H. Kothare, M. Neumann, O. Roesler, J. Liscombe, D. Pautler, D. Suendermann-Oeft, C. Yavorsky, A. Khan, JP Lindenmayer and V. Ramanarayanan

SCHIZOPHRENIA  |  International Society for CNS Clinical Trials and Methodology (ISCTM) Conference 2021

Multimodal AI Based 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

SCHIZOPHRENIA  |  International Society for CNS Clinical Trials and Methodology (ISCTM) Conference 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