Piotr Chlebek

Speech-Based Depression Prediction Using Encoder-Weight-Only Transfer Learning and a Large Corpus

Amir Harati, Elizabeth Shriberg, Tomasz Rutowski et al. · 2021 · 26 citations

Computing, Computer Science, Psychiatry +13

Depression and Anxiety Prediction Using Deep Language Models and Transfer Learning

Tomasz Rutowski, Elizabeth Shriberg, Amir Harati et al. · 2020 · 25 citations

Computing, Behavioral Sciences, Computer Science +17

Feasibility of a Machine Learning-Based Smartphone Application in Detecting Depression and Anxiety in a Generally Senior Population

David Lin, Tahmida Nazreen, Tomasz Rutowski et al. · Frontiers in Psychology · 2022 · 25 citations · Full text

Nursing, Health Informatics, Psychiatry +17

Cross-Demographic Portability of Deep NLP-Based Depression Models

Tomek Rutowski, Elizabeth Shriberg, Amir Harati et al. · 2021 · 12 citations

Computing, Computer Science, Psychiatry +12