| Local diagonal extrema number pattern: A new feature descriptor for face recognition A Pillai, R Soundrapandiyan, S Satapathy, SC Satapathy, KH Jung, ... Future Generation Computer Systems 81, 297-306, 2018 | 61 | 2018 |
| First-gen lens: Assessing mental health of first-generation students across their first year at college using mobile sensing W Wang, S Nepal, JF Huckins, L Hernandez, V Vojdanovski, D Mack, ... Proceedings of the ACM on interactive, mobile, wearable and ubiquitous …, 2022 | 42* | 2022 |
| Investigating Generalizability of Speech-based Suicidal Ideation Detection Using Mobile Phones A Pillai, SK Nepal, W Wang, M Nemesure, M Heinz, G Price, D Lekkas, ... Proceedings of the ACM on Interactive, Mobile, Wearable and Ubiquitous …, 2024 | 26 | 2024 |
| Depressive symptoms as a heterogeneous and constantly evolving dynamical system: Idiographic depressive symptom networks of rapid symptom changes among persons with major … MD Nemesure, AC Collins, GD Price, TZ Griffin, A Pillai, S Nepal, ... Journal of Psychopathology and Clinical Science 133 (2), 155, 2024 | 21 | 2024 |
| Accurate Step Count with Generalized and Personalized Deep Learning on Accelerometer Data L Luu, A Pillai, H Lea, R Buendia, FM Khan, G Dennis Sensors 22 (11), 3989, 2022 | 21 | 2022 |
| Graph Convolutional Networks for Predicting Drug-Protein Interactions HE Manoochehri, A Pillai, M Nourani 2019 IEEE International Conference on Bioinformatics and Biomedicine (BIBM …, 2019 | 18 | 2019 |
| Contextual AI Journaling: Integrating LLM and Time Series Behavioral Sensing Technology to Promote Self-Reflection and Well-being using the MindScape App S Nepal, A Pillai, W Campbell, ... Extended Abstracts of the CHI Conference on Human Factors in Computing …, 2024 | 15* | 2024 |
| MoodCapture: Depression Detection Using In-the-Wild Smartphone Images S Nepal*, A Pillai*, W Wang, T Griffin, AC Collins, M Heinz, D Lekkas, ... Proceedings of the CHI Conference on Human Factors in Computing Systems (*co …, 2024 | 14 | 2024 |
| Capturing the College Experience: A Four-Year Mobile Sensing Study of Mental Health, Resilience and Behavior of College Students during the Pandemic S Nepal, W Liu, A Pillai, W Wang, V Vojdanovski, JF Huckins, C Rogers, ... Proceedings of the ACM on Interactive, Mobile, Wearable and Ubiquitous …, 2024 | 12 | 2024 |
| Adaptive new top-hat transform and multi-scale sequential toggle operator based infrared image enhancement A Pillai, S Rajkumar, K Marimuthu, G Rajasekaran 2017 Innovations in Power and Advanced Computing Technologies (i-PACT), 1-5, 2017 | 12 | 2017 |
| A survey of passive sensing in the workplace S Nepal, GJ Martinez, A Pillai, K Saha, S Mirjafari, VD Swain, X Xu, ... arXiv preprint arXiv:2201.03074, 2022 | 8 | 2022 |
| Personalized Step Counting Using Wearable Sensors: A Domain Adapted LSTM Network Approach A Pillai, H Lea, F Khan, G Dennis Machine Learning for Pharma and Healthcare Applications at ECML PKDD 2020, 2020 | 8 | 2020 |
| The role of borderline personality disorder traits in predicting longitudinal variability of major depressive symptoms among a sample of depressed adults EA Kline, D Lekkas, A Bryan, MD Nemesure, TZ Griffin, AC Collins, ... Journal of Affective Disorders 363, 492-500, 2024 | 5 | 2024 |
| Rare Life Event Detection via Mobile Sensing Using Multi-Task Learning A Pillai, S Nepal, A Campbell Conference on Health, Inference, and Learning, 279-293, 2023 | 5 | 2023 |
| Semantic Signals in Self-Reference: The Detection and Prediction of Depressive Symptoms from the Daily Diary Entries of a Sample with Major Depressive Disorder AC Collins, D Lekkas, MD Nemesure, TZ Griffin, GD Price, A Pillai, ... | 3 | 2023 |
| Social Isolation and Serious Mental Illness: The Role of Context-Aware Mobile Interventions S Nepal*, A Pillai*, EM Parrish, J Holden, C Depp, AT Campbell, ... IEEE Pervasive Computing (*equal contribution), 2024 | 2 | 2024 |
| Machine Learning Enabled Non-invasive Diagnosis of Nonalcoholic Fatty Liver Disease and Assessment of Abdominal Fat from MRI Data A Pillai, K Bliznashki, E Hutchison, C Kumar, B Challis, M Patel medRxiv, 2022.03. 25.22272965, 2022 | 2 | 2022 |
| PaPaGei: Open Foundation Models for Optical Physiological Signals A Pillai, D Spathis, F Kawsar, M Malekzadeh Intl. Conf. on Learning Representations (ICLR '25) | 🏆 Best Paper TSALM@NeurIPS, 2025 | 1 | 2025 |
| From mood to use: Using ecological momentary assessments to examine how anhedonia and depressed mood impact cannabis use in a depressed sample AC Collins, D Lekkas, CA Struble, BM Trudeau, AD Jewett, TZ Griffin, ... Psychiatry research 339, 116110, 2024 | 1 | 2024 |
| Predicting weekly variability in depressive symptoms among individuals diagnosed with Major Depressive Disorder using deep learning and passively gathered movement data G Price, A Langener, MV Heinz, D Mackin, MD Nemesure, AC Collins, ... OSF, 2023 | 1 | 2023 |
Subigya NepalHAI Postdoc, Stanford UniversityAdresă de e-mail confirmată pe stanford.edu