Berisha, Visar

Digital medicine and the curse of dimensionality

Berisha, V., Krantsevich, C., Hahn, P. R., Hahn, S., Dasarathy, G., Turaga, P., & Liss, J. (2021) · npj Digital Medicine

Artificial Intelligence in HealthcareMachine Learning in Healthcare

Cited by 344

Tracking Discourse Complexity Preceding Alzheimer's Disease Diagnosis: A Case Study Comparing the Press Conferences of Presidents Ronald Reagan and George Herbert Walker Bush

Berisha, V., Wang, S., LaCross, A., & Liss, J. (2015) · Journal of Alzheimer's Disease

Dementia and Cognitive Impairment ResearchNeurobiology of Language and Bilingualism

Cited by 133

A Review of Automated Speech and Language Features for Assessment of Cognitive and Thought Disorders

Voleti, R., Liss, J. M., & Berisha, V. (2020) · IEEE Journal of Selected Topics in Signal Processing

Voice and Speech DisordersDementia and Cognitive Impairment Research

Cited by 96

Automatic assessment of vowel space area

Sandoval, S., Berisha, V., Utianski, R. L., Liss, J. M., & Spanias, A. (2013) · The Journal of the Acoustical Society of America

Phonetics and Phonology ResearchVoice and Speech Disorders

Cited by 90

Repeatability of Commonly Used Speech and Language Features for Clinical Applications

Stegmann, G. M., Hahn, S., Liss, J., Shefner, J., Rutkove, S. B., Kawabata, K., Bhandari, S., Shelton, K., Duncan, C. J., & Berisha, V. (2020) · Digital Biomarkers

Voice and Speech DisordersEmotion and Mood Recognition

Cited by 47

Responsible development of clinical speech AI: Bridging the gap between clinical research and technology

Berisha, V., & Liss, J. M. (2024) · npj Digital Medicine

Voice and Speech DisordersArtificial Intelligence in Healthcare

Cited by 41

Are reported accuracies in the clinical speech machine learning literature overoptimistic?

Berisha, V., Krantsevich, C., Stegmann, G., Hahn, S., & Liss, J. (2022) · Interspeech 2022

Speech Recognition and SynthesisVoice and Speech Disorders

Cited by 27

Investigating the Effects of Word Substitution Errors on Sentence Embeddings

Voleti, R., Liss, J. M., & Berisha, V. (2019) · ICASSP 2019 - 2019 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP)

Topic ModelingSpeech Recognition and Synthesis

Cited by 17

Interpretable phonological features for clinical applications

Jiao, Y., Berisha, V., & Liss, J. (2017) · 2017 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP)

Voice and Speech DisordersSpeech Recognition and Synthesis

Cited by 13

Operationalizing Clinical Speech Analytics: Moving From Features to Measures for Real-World Clinical Impact

Liss, J., & Berisha, V. (2024) · Journal of Speech, Language, and Hearing Research

Voice and Speech DisordersAmyotrophic Lateral Sclerosis Research

Cited by 10

The Impact of Forced-Alignment Errors on Automatic Pronunciation Evaluation

Mathad, V. C., Mahr, T. J., Scherer, N., Chapman, K., Hustad, K. C., Liss, J., & Berisha, V. (2021) · Interspeech 2021

Speech Recognition and SynthesisPhonetics and Phonology Research

Cited by 7