Elif Eyigöz

Linguistic markers predict onset of Alzheimer's disease

Elif Eyigöz, Sachin Mathur, Mar Santamaria et al. · EClinicalMedicine · 2020 · 185 citations · Full text

Identifying signals associated with psychiatric illness utilizing language and images posted to Facebook

Michael L. Birnbaum, Raquel Norel, Anna Van Meter et al. · Schizophrenia · 2020 · 48 citations · Full text

Psychiatric Evaluation, Social Media Activity, Communication +18

From discourse to pathology: Automatic identification of Parkinson's disease patients via morphological measures across three languages

Elif Eyigöz, Mélody Courson, Lucas Sedeño et al. · Cortex · 2020 · 42 citations · Full text

Engineering, Diagnosis, Disease Classification +16

Analyzing acoustic and prosodic fluctuations in free speech to predict psychosis onset in high-risk youths

Carla Agurto, Mary Pietrowicz, Raquel Norel et al. · 2020 · 30 citations · Full text

Pathological Speech, Speech Sound Disorder, Predict Psychosis +18

Informing clinical assessment by contextualizing post-hoc explanations of risk prediction models in type-2 diabetes

Shruthi Chari, P. Sridhara Acharya, Daniel M. Gruen et al. · Artificial Intelligence in Medicine · 2023 · 24 citations · Full text

Diabetes Management, Post-hoc Explanations, Health Informatics +9