3 papers
cs.CV2025
SegFormer Fine-Tuning with Dropout: Advancing Hair Artifact Removal in Skin Lesion Analysis
Asif Mohammed Saad, Umme Niraj Mahi
Hair artifacts in dermoscopic images present significant challenges for accurate skin lesion analysis, potentially obscuring critical diagnostic features in dermatological assessme…
cs.IR2025
Design and Implementation of a Scalable Clinical Data Warehouse for Resource-Constrained Healthcare Systems
Shovito Barua Soumma, Fahim Shahriar, Umme Niraj Mahi +3
Centralized electronic health record repositories are critical for advancing disease surveillance, public health research, and evidence-based policymaking. However, developing coun…
cs.LG2025
Freezing of Gait Detection Using Gramian Angular Fields and Federated Learning from Wearable Sensors
Shovito Barua Soumma, S M Raihanul Alam, Rudmila Rahman +4
Freezing of gait (FOG) is a debilitating symptom of Parkinson's disease that impairs mobility and safety by increasing the risk of falls. An effective FOG detection system must be…