DeepSOZ: A Robust Deep Model for Joint Temporal and Spatial Seizure Onset Localization from Multichannel EEG Data. - Deeksha M. Shama; Jiasen Jing; Archana Venkataraman (MICCAI (8), 2023)

DeepBreath - automated detection of respiratory pathology from lung auscultation in 572 pediatric outpatients across 5 countries. - Julien Heitmann; Alban Glangetas; Jonathan Doenz; Juliane Dervaux; Deeksha M. Shama; Daniel Hinjos Garcia; Mohamed Rida Benissa; Aymeric Cantais; Alexandre Perez; Daniel Müller; Tatjana Chavdarova; Isabelle Ruchonnet-Metrailler; et al. (npj Digit. Medicine, 2023)

Uncertainty-Aware Bayesian Deep Learning with Noisy Training Labels for Epileptic Seizure Detection. - Deeksha M. Shama; Archana Venkataraman (UNSURE@MICCAI, 2024)

BUNDL: Bayesian Uncertainty-aware Deep Learning with Noisy training Labels for Seizure Detection in EEG. - Deeksha M. Shama; Archana Venkataraman (CoRR, 2024)

LLM-Powered Cross-Modal Alignment for Explainable Seizure Detection from EEG. - Maryam Riazi; Deeksha M. Shama; Archana Venkataraman (MICCAI (14), 2025)