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Md. Samiul Alom

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Conference Open access 2026

AI-Assisted PCOS Detection from Ultrasound Scans: Benchmarking VGG16, ResNet50, and EfficientNet

Polycystic Ovary Syndrome (PCOS) is one of the most common disorders of the endocrine system in women of reproductive age, and one of the most common means to diagnose the conditions is the use of transvaginal ultrasounds. Still, the images can be subjective, and their interpretation can greatly depend on the skill lev...

Sharmin Sultana Akhi, Md. Anamul Hoque Tomal, Ferdaus Anam Jibon et al. · 0 citations
Conference Open access 2026

XSG-Ensemble: A Weighted Voting Ensemble Machine Learning Model for Enhanced Chronic Kidney Disease Prediction

Chronic Kidney Disease (CKD) affects over 800 million people worldwide, causing 5-11 million annual deaths and imposing significant socioeconomic burdens through comorbidities such as cardiovascular disease and end-stage renal disease (ESRD). Early detection is crucial to mitigate disease progression, yet conventional...

Md. Istiak Ahamed, Abrar Rakin, Abu Bakar Rakib et al. · 0 citations
Conference Open access 2026

A Multi-Class Heart Disease and Stroke Risk Classification Framework for Combined Assessment: A Machine Learning Approach

Results provide an indication that an integrated, interpretable, and data-efficient learning system has the potential to support screening and risk of cardiovascular disease in the early stages of care and inform preventive care in a real healthcare environment.

Abrar Rakin, Md. Istiak Ahamed, Farhan Hassin et al. · 0 citations

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