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Nature Communications|February 8, 2023
Cartography of Genomic Interactions Enables Deep Analysis of Single-Cell Expression DataMd Tauhidul Islam, Lei XingIEEE Transactions on Pattern Analysis and Machine Intelligence|February 19, 2024
Deciphering the Feature Representation of Deep Neural Networks for High-Performance AIMd Tauhidul Islam, Lei XingPatterns (New York, N.Y.)|October 25, 2023
Leveraging cell-cell similarity for high-performance spatial and temporal cellular mappings from gene expression dataMd Tauhidul Islam, Lei XingNature Biomedical Engineering|November 3, 2020
A data-driven dimensionality-reduction algorithm for the exploration of patterns in biomedical dataMd Tauhidul Islam, Lei XingScience Advances|December 18, 2024
Deep representation learning of protein-protein interaction networks for enhanced pattern discoveryRui Yan, Md Tauhidul Islam, Lei XingIEEE Transactions on Neural Networks and Learning Systems|April 7, 2023
Multibranch CNN With MLP-Mixer-Based Feature Exploration for High-Performance Disease DiagnosisZixia Zhou, Md Tauhidul Islam, Lei XingBriefings in Bioinformatics|February 13, 2024
Self-supervised deep learning of gene-gene interactions for improved gene expression recoveryQingyue Wei, Md Tauhidul Islam, Yuyin Zhou, et al.Physics in Medicine and Biology|September 27, 2023
Super-resolution biomedical imaging via reference-free statistical implicit neural representationSiqi Ye, Liyue Shen, Md Tauhidul Islam, et al.IEEE Transactions on Pattern Analysis and Machine Intelligence|September 30, 2022
Small-Object Sensitive Segmentation Using Across Feature Map AttentionShengtian Sang, Yuyin Zhou, Md Tauhidul Islam, et al.IEEE Journal of Biomedical and Health Informatics|October 6, 2025
Enhancing Deep Learning Inference of Gene Regulatory Networks via Construction of Image Representation of Cell-Cell Interactions from scRNA-seq DataQingyue Wei, Md Tauhidul Islam, Wei Emma Wu, et al.Pageof 95