4 papers
A Dual Cross-Attention Framework for Colposcopic CIN Grading and Swede Score Prediction Using a New Multi-Center Dataset
Dania Khan, Nuzhat Aisha Shaikh, Asfina Hassan Juicy +3
Cervical cancer is a major global health challenge, with disease burden falling disproportionately on low- and middle-income countries (LMICs) due to a shortage of trained speciali…
Context-Aware Asymmetric Ensembling for Interpretable Retinopathy of Prematurity Screening via Active Query and Vascular Attention
Md. Mehedi Hassan, Taufiq Hasan
Retinopathy of Prematurity (ROP) is among the major causes of preventable childhood blindness. Automated screening remains challenging, primarily due to limited data availability a…
Weakly Supervised Tuberculosis Localization in Chest X-rays through Knowledge Distillation
Marshal Ashif Shawkat, Moidul Hasan, Taufiq Hasan
Tuberculosis (TB) remains one of the leading causes of mortality worldwide, particularly in resource-limited countries. Chest X-ray (CXR) imaging serves as an accessible and cost-e…
LMLCC-Net: A Semi-Supervised Deep Learning Model for Lung Nodule Malignancy Prediction from CT Scans using a Novel Hounsfield Unit-Based Intensity Filtering
Tasnia Binte Mamun, Adhora Madhuri, Nusaiba Sobir +1
Lung cancer is the leading cause of patient mortality in the world. Early diagnosis of malignant pulmonary nodules in CT images can have a significant impact on reducing disease mo…