3 papers
cs.CV2026
SecondOpinion: Anatomy-Aware Gated Reasoning for Efficient Medical Image Analysis
Siam Tahsin Bhuiyan, Rashedur Rahman, Sefatul Wasi +4
Deep learning models for medical image analysis typically apply a fixed amount of computation to every input, regardless of case difficulty. Anatomy-guided dual-stream architecture…
cs.CV2025
Invisible Yet Detected: PelFANet with Attention-Guided Anatomical Fusion for Pelvic Fracture Diagnosis
Siam Tahsin Bhuiyan, Rashedur Rahman, Sefatul Wasi +4
Pelvic fractures pose significant diagnostic challenges, particularly in cases where fracture signs are subtle or invisible on standard radiographs. To address this, we introduce P…
cs.CV2018
Real-time Surgical Tools Recognition in Total Knee Arthroplasty Using Deep Neural Networks
Moazzem Hossain, Soichi Nishio, Takafumi Hiranaka +1
Total knee arthroplasty (TKA) is a commonly performed surgical procedure to mitigate knee pain and improve functions for people with knee arthritis. The procedure is complicated du…