Sheikh Muhammad Saiful Islam

Publication Activity (10 Years)

Years Active: 2018-2024
Publications (10 Years): 6

Top Topics

Haplotype Inference

Early Detection

Systems Biology

Mutual Information Maximization

Top Venues

J. Biomed. Informatics

Trans. Mach. Learn. Res.

Publications

Yaochen Xie, Ziqian Xie, Sheikh Muhammad Saiful Islam, Degui Zhi, Shuiwang Ji
Genetic InfoMax: Exploring Mutual Information Maximization in High-Dimensional Imaging Genetics Studies. Trans. Mach. Learn. Res. 2024 (2024)
Yaochen Xie, Ziqian Xie, Sheikh Muhammad Saiful Islam, Degui Zhi, Shuiwang Ji
Genetic InfoMax: Exploring Mutual Information Maximization in High-Dimensional Imaging Genetics Studies. CoRR (2023)
Md. Ali Hossain, Sheikh Muhammad Saiful Islam, Tania Akter Asa, Muhammad Sajjad Hussain, Md. Rezanur Rahman, Ahmed Moustafa, Mohammad Ali Moni
Identification of Genetic Links of Thyroid Cancer to the Neurodegenerative and Chronic Diseases Progression: Insights from Systems Biology Approach. IJCCI (2019)
Md. Ali Hossain, Sheikh Muhammad Saiful Islam, Julian M. W. Quinn, Fazlul Huq, Mohammad Ali Moni
Machine learning and bioinformatics models to identify gene expression patterns of ovarian cancer associated with disease progression and mortality. J. Biomed. Informatics 100 (2019)
Sheikh Muhammad Saiful Islam, Md Mahedi Hasan
DEEPGONET: Multi-label Prediction of GO Annotation for Protein from Sequence Using Cascaded Convolutional and Recurrent Network. CoRR (2018)
Sheikh Muhammad Saiful Islam, Md Mahedi Hasan, Sohaib Abdullah
Deep Learning based Early Detection and Grading of Diabetic Retinopathy Using Retinal Fundus Images. CoRR (2018)