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A. Al Noman

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#machine learning Preprint Oct 2026

Beyond Demographic Balance: Multi-Metric and Intersectional Evaluation of Fairness in MIMIC-IV Mortality Prediction

A lightweight adaptation strategy is introduced that jointly balances ethnicity--gender--insurance representation without conditioning on mortality outcomes, allowing demographic representation balancing to be examined separately from outcome-conditioned or direct error-rate interventions.

A. Al Noman, Fahmid Al Rifat, Tahrima Hashem et al. · 0 citations
Review Open access 2026

SpaTempNet: Deep Spatiotemporal Forecasting of River Morphological Evolution of the Padma River in Bangladesh

Rivers are dynamic geomorphological systems experiencing continuous transformation through erosion and sediment transport. In Bangladesh, these processes displace 50,000-200,000 people annually, causing severe losses along the Padma River according to Natural Resources Defense Council (NRDC). Traditional monitoring via...

S. S. Mahmud Turza, Mustafa Anik, Md. Shadmim Hasan Sifat et al. · 0 citations
Open access Sep 2026

A YOLO enhanced deep learning model for efficient and scalable deepfake detection for real-time facial forgery recognition in digital media

This research proposes a robust deep fake detection pipeline, leveraging a custom dataset created using Roboflow, and trained and evaluated four YOLO-based models YOLOv8, YOLOv8, YOLOv9, YOLOv10, and YOLOv11 for the detection task.

A. Al Noman, Abdullah Al Afiq, Md. Humayun Kabir et al. · 0 citations
Open access Aug 2026

A Comprehensive In-Silico Pipeline for the Discovery of Non-toxic, Stable Antimicrobial Peptides From Databases for Targeting Multi-Drug Resistant K. pneumoniae

Four promising AMP candidates targeting DnaA are identified and a computational framework for peptide prioritization against multidrug-resistant K. pneumoniae is provided and the proposed interactions remain computational predictions and require experimental validation.

Pranab Dev Sharma, A. Al Noman, Md. Alamin Talukder et al. · 0 citations

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