Ermal Toto

Leveraging Educational Data Mining for Real-time Performance Assessment of Scientific Inquiry Skills within Microworlds

Janice D. Gobert, Michael A. Sao Pedro, Ryan S. Baker et al. · Zenodo (CERN European Organization for Nuclear Research) · 2012 · 122 citations · Full text

Moodable: On feasibility of instantaneous depression assessment using machine learning on voice samples with retrospectively harvested smartphone and social media data

Ada Dogrucu, Alex Perucic, Anabella Isaro et al. · Smart Health · 2020 · 60 citations

Mental Health Monitoring, Psychiatry, Data Science +14

AudiBERT

Ermal Toto, ML Tlachac, Elke A. Rundensteiner · 2021 · 53 citations

Natural Language Processing, Large Ai Model, Engineering +13

EMU: Early Mental Health Uncovering Framework and Dataset

ML Tlachac, Ermal Toto, Joshua Lovering et al. · 2021 20th IEEE International Conference on Machine Learning and Applications (ICMLA) · 2021 · 25 citations

Psychopathology, Machine Learning, Engineering +26

Audio-based Depression Screening using Sliding Window Sub-clip Pooling

Ermal Toto, ML Tlachac, Francis L. Stevens et al. · 2020 · 19 citations

Engineering, Machine Learning, Mental Health +24