An enhanced technique of skin cancer classification using deep convolutional neural network with transfer learning models

Md Shahin Ali, Md Sipon Miah, Jahurul Haque, +2

Machine Learning with Applications

Convolutional Neural NetworkEngineeringMachine LearningDigital PathologyPathology +20

Brain tumor detection in MR image using superpixels, principal component analysis and template based K-means clustering algorithm

Md Khairul Islam, Md Shahin Ali, Md Sipon Miah, +3

Machine Learning with Applications

Deep transfer learning approaches for Monkeypox disease diagnosis

Md Manjurul Ahsan, Muhammad Ramiz Uddin, Md Shahin Ali, +5

Expert Systems with Applications

EngineeringMachine LearningDiagnosisMonkeypox Disease DiagnosisBiostatistics +4

Enhancing breast cancer segmentation and classification: An Ensemble Deep Convolutional Neural Network and U-net approach on ultrasound images

Md. Rakibul Islam, Md Mahbubur Rahman, Md Shahin Ali, +5

Machine Learning with Applications

Automated Detection and Characterization of Colon Cancer with Deep Convolutional Neural Networks

Md Imran Hasan, Md Shahin Ali, Md Habibur Rahman, +1

Journal of Healthcare Engineering

Artificial IntelligenceConvolutional Neural NetworkEngineeringMachine LearningDigital Pathology +18

Cardiovascular disease identification using a hybrid CNN-LSTM model with explainable AI

Md. Maruf Hossain, Md Shahin Ali, Md Mahfuz Ahmed, +7

Informatics in Medicine Unlocked

Unlocking the Potential of XAI for Improved Alzheimer’s Disease Detection and Classification Using a ViT-GRU Model

S M Mahim, Md Shahin Ali, Md Olid Hasan, +8

IEEE Access

Monkeypox Diagnosis With Interpretable Deep Learning

Md Manjurul Ahsan, Md Shahin Ali, Md. Mehedi Hassan, +4

IEEE Access

An ensemble classification approach for cervical cancer prediction using behavioral risk factors

Md Shahin Ali, Md. Maruf Hossain, Moutushi Akter Kona, +2

Healthcare Analytics

Brain tumor detection and classification in MRI using hybrid ViT and GRU model with explainable AI in Southern Bangladesh

Md. Mahfuz Ahmed, Md. Maruf Hossain, Md. Rakibul Islam, +8

Scientific Reports

Neuro-oncologyEngineeringMedical ImagingDiagnosisBrain Tumor Detection +11