Md Shahin Ali

According to our database, Md Shahin Ali authored at least 10 papers between 2022 and 2024.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of five.

2024

Enhancing and improving the performance of imbalanced class data using novel GBO and SSG: A comparative analysis.

Md. Manjurul Ahsan, Md Shahin Ali, Zahed Siddique

Neural Networks, 2024

Enhancing lung abnormalities diagnosis using hybrid DCNN-ViT-GRU model with explainable AI: A deep learning approach.

Md. Khairul Islam, Md Mahbubur Rahman, Md Shahin Ali, S. M. Mahim, Md. Sipon Miah

Image Vis. Comput., 2024

Federated Learning in Healthcare: Model Misconducts, Security, Challenges, Applications, and Future Research Directions - A Systematic Review.

Md Shahin Ali, Md. Manjurul Ahsan, Lamia Tasnim, Sadia Afrin, Koushik Biswas, Md Maruf Hossain, Md Mahfuz Ahmed, Ronok Hashan, Md. Khairul Islam, Shivakumar Raman

CoRR, 2024

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, Abdullah Al Nomaan Nafi, Arefin Sadat, Shakib Al Hasan, Bryar Shareef, Md. Manjurul Ahsan, Md. Khairul Islam, Md. Sipon Miah, Mingbo Niu

IEEE Access, 2024

2023

Deep transfer learning approaches for Monkeypox disease diagnosis.

Md. Manjurul Ahsan, Muhammad Ramiz Uddin, Md Shahin Ali, Md. Khairul Islam, Mithila Farjana, Ahmed Nazmus Sakib, Khondhaker Al Momin, Shahana Akter Luna

Expert Syst. Appl., April, 2023

Case Studies on X-Ray Imaging, MRI and Nuclear Imaging.

Shuvra Sarker, Angona Biswas, Md Abdullah Al Nasim, Md Shahin Ali, Sai Puppala, Sajedul Talukder

CoRR, 2023

Few Shot Learning for Medical Imaging: A Comparative Analysis of Methodologies and Formal Mathematical Framework.

Jannatul Nayem, Sayed Sahriar Hasan, Noshin Amina, Bristy Das, Md Shahin Ali, Md. Manjurul Ahsan, Shivakumar Raman

CoRR, 2023

Monkeypox Diagnosis With Interpretable Deep Learning.

Md. Manjurul Ahsan, Md Shahin Ali, Md. Mehedi Hassan, Tareque Abu Abdullah, Kishor Datta Gupta, Ulas Bagci, Chetna Kaushal, Naglaa F. Soliman

IEEE Access, 2023

2022

Transfer learning and Local interpretable model agnostic based visual approach in Monkeypox Disease Detection and Classification: A Deep Learning insights.

Md. Manjurul Ahsan, Tareque Abu Abdullah, Md Shahin Ali, Fatematuj Jahora, Md. Khairul Islam, Amin G. Alhashim, Kishor Datta Gupta

CoRR, 2022

Imbalanced Class Data Performance Evaluation and Improvement using Novel Generative Adversarial Network-based Approach: SSG and GBO.

Md. Manjurul Ahsan, Md Shahin Ali, Zahed Siddique

CoRR, 2022