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Chem2Side: : A Deep Learning Model with Ensemble Augmentation (Conventional + Pix2Pix) for COVID-19 Drug Side-Effects Prediction from Chemical Images
(2023-12-16) Arshed, Muhammad Asad; Ibrahim, Muhammad; Mumtaz, Shahzad; Tanveer, Muhammad; Ahmed, Saeed; University of Aberdeen.Computing Science
Img2Side: : A Transfer Learning Based Model for Predicting Drug Side Effects Using 2D Chemical Structural Images
(2024-04-02) Arshed, Muhammad Asad; Ibrahim, Muhammad; Mumtaz, Shahzad; Ali, Tenvir; Choi, Gyu Sang; University of Aberdeen.Computing Science
Multi-Class Skin Cancer Classification Using Vision Transformer Networks and Convolutional Neural Network-Based Pre-Trained Models
(2023-07) Arshed, Muhammad asad; Mumtaz, Shahzad; Ibrahim, Muhammad; Ahmed, Saeed; Tahir, Muhammad; Shafi, Muhammad