Shovito Barua Soumma

14 papers A* 1C 2Journal 11

Year	Rank	Type	Title / Venue / Authors
2026	J	`jnl`	Counterfactual Modeling with Fine-Tuned LLMs for Health Intervention Design and Sensor Data Augmentation. CoRR Shovito Barua Soumma, Asiful Arefeen, Stephanie Marita Carpenter, Melanie Hingle, Hassan Ghasemzadeh
2026	J	`jnl`	GlyRAG: Context-Aware Retrieval-Augmented Framework for Blood Glucose Forecasting. CoRR Shovito Barua Soumma, Hassan Ghasemzadeh
2025	J	`jnl`	Design and Implementation of a Scalable Clinical Data Warehouse for Resource-Constrained Healthcare Systems. CoRR Shovito Barua Soumma, Fahim Shahriar, Umme Niraj Mahi, Md Hasin Abrar, Md Abdur Rahman Fahad, Abu Sayed Md. Latiful Hoque
2025	A*	`conf`	Domain-Informed Label Fusion Surpasses LLMs in Free-Living Activity Classification (Student Abstract). AAAI Shovito Barua Soumma, Abdullah Mamun, Hassan Ghasemzadeh
2025	J	`jnl`	Enhancing Metabolic Syndrome Prediction with Hybrid Data Balancing and Counterfactuals. CoRR Sanyam Paresh Shah, Abdullah Mamun, Shovito Barua Soumma, Hassan Ghasemzadeh
2025	J	`jnl`	RealAC: A Domain-Agnostic Framework for Realistic and Actionable Counterfactual Explanations. CoRR Asiful Arefeen, Shovito Barua Soumma, Hassan Ghasemzadeh
2025	C	`conf`	SenseCF: LLM-Prompted Counterfactuals for Intervention and Sensor Data Augmentation. BSN Shovito Barua Soumma, Asiful Arefeen, Stephanie Marita Carpenter, Melanie Hingle, Hassan Ghasemzadeh
2025	J	`jnl`	SenseCF: LLM-Prompted Counterfactuals for Intervention and Sensor Data Augmentation. CoRR Shovito Barua Soumma, Asiful Arefeen, Stephanie Marita Carpenter, Melanie Hingle, Hassan Ghasemzadeh
2025	C	`conf`	Time-Aware Cross-Attention for Multi-Modal Sensor-Based Blood Glucose Forecasting. BSN Aashritha Machiraju, Ebrahim Farahmand, Shovito Barua Soumma, Asiful Arefeen, Carol Johnston, Hassan Ghasemzadeh
2024	J	`jnl`	Efficient Feature Extraction and Classification Architecture for MRI-Based Brain Tumor Detection. CoRR Plabon Paul, Md. Nazmul Islam, Fazle Rafsani, Pegah Khorasani, Shovito Barua Soumma
2024	J	`jnl`	Freezing of Gait Detection Using Gramian Angular Fields and Federated Learning from Wearable Sensors. CoRR Shovito Barua Soumma, S. M. Raihanul Alam, Rudmila Rahman, Umme Niraj Mahi, Abdullah Mamun, Sayyed Mostafa Mostafavi, Hassan Ghasemzadeh
2024	J	`jnl`	Hybrid Attention Model Using Feature Decomposition and Knowledge Distillation for Glucose Forecasting. CoRR Ebrahim Farahmand, Shovito Barua Soumma, Nooshin Taheri-Chatrudi, Hassan Ghasemzadeh
2024	J	`jnl`	Self-Supervised Learning and Opportunistic Inference for Continuous Monitoring of Freezing of Gait in Parkinson's Disease. CoRR Shovito Barua Soumma, Kartik Mangipudi, Daniel Peterson, Shyamal Mehta, Hassan Ghasemzadeh
2024	J	`jnl`	Wearable-Based Real-time Freezing of Gait Detection in Parkinson's Disease Using Self-Supervised Learning. CoRR Shovito Barua Soumma, Kartik Mangipudi, Daniel Peterson, Shyamal Mehta, Hassan Ghasemzadeh