Wearable-Based Real-time Freezing of Gait Detection in Parkinson's Disease Using Self-Supervised Learning. - Shovito Barua Soumma; Kartik Mangipudi; Daniel Peterson; Shyamal Mehta; Hassan Ghasemzadeh 001 (CoRR, 2024)

Self-Supervised Learning and Opportunistic Inference for Continuous Monitoring of Freezing of Gait in Parkinson's Disease. - Shovito Barua Soumma; Kartik Mangipudi; Daniel Peterson; Shyamal Mehta; Hassan Ghasemzadeh 001 (CoRR, 2024)

Efficient Feature Extraction and Classification Architecture for MRI-Based Brain Tumor Detection. - Plabon Paul; Md. Nazmul Islam; Fazle Rafsani; Pegah Khorasani; Shovito Barua Soumma (CoRR, 2024)

Hybrid Attention Model Using Feature Decomposition and Knowledge Distillation for Glucose Forecasting. - Ebrahim Farahmand; Shovito Barua Soumma; Nooshin Taheri-Chatrudi; Hassan Ghasemzadeh 001 (CoRR, 2024)

Freezing of Gait Detection Using Gramian Angular Fields and Federated Learning from Wearable Sensors. - Shovito Barua Soumma; S. M. Raihanul Alam; Rudmila Rahman; Umme Niraj Mahi; Abdullah Mamun; Sayyed Mostafa Mostafavi; Hassan Ghasemzadeh 001 (CoRR, 2024)

Domain-Informed Label Fusion Surpasses LLMs in Free-Living Activity Classification (Student Abstract). - Shovito Barua Soumma; Abdullah Mamun; Hassan Ghasemzadeh 001 (AAAI, 2025)

Design and Implementation of a Scalable Clinical Data Warehouse for Resource-Constrained Healthcare Systems. - Shovito Barua Soumma; Fahim Shahriar; Umme Niraj Mahi; Md Hasin Abrar; Md Abdur Rahman Fahad; Abu Sayed Md. Latiful Hoque (CoRR, 2025)

Enhancing Metabolic Syndrome Prediction with Hybrid Data Balancing and Counterfactuals. - Sanyam Paresh Shah; Abdullah Mamun; Shovito Barua Soumma; Hassan Ghasemzadeh 001 (CoRR, 2025)

SenseCF: LLM-Prompted Counterfactuals for Intervention and Sensor Data Augmentation. - Shovito Barua Soumma; Asiful Arefeen; Stephanie Marita Carpenter; Melanie Hingle; Hassan Ghasemzadeh 001 (CoRR, 2025)

RealAC: A Domain-Agnostic Framework for Realistic and Actionable Counterfactual Explanations. - Asiful Arefeen; Shovito Barua Soumma; Hassan Ghasemzadeh 001 (CoRR, 2025)