Md Tauhidul Islam

48 papers Journal 46Unranked 2

Year	Rank	Type	Title / Venue / Authors
2026	J	`jnl`	Beyond Explainable AI (XAI): An Overdue Paradigm Shift and Post-XAI Research Directions. CoRR Saleh Afroogh, Seyd Ishtiaque Ahmed, Petra Ahrweiler, David Alvarez-Melis, Mansur Maturidi Arief, Emilia Barakova, Falco J. Bargagli-Stoffi, Erdem Biyik, Hanjie Chen, Xiang 'Anthony' Chen, Robert Clements, Keeley Crockett, Amit Dhurandhar, Fethiye Irmak Dogan, Mollie Dollinger, Motahhare Eslami, Aldo A. Faisal, Arya Farahi, Melanie Fernandez Pradie, Saadia Gabrie, Diego Garcia-Olano, Marzyeh Ghassemi, Shaona Ghosh, Hatice Gunes, Ehsan Hajiramezanali, Stefan Haufe, Biwei Huang, Angel Hwang, Md Tauhidul Islam, Junfeng Jiao, Amir-Hossein Karimi, Saber Kazeminasab, Anastasia Kuzminykh, William G. La Cava, Brian Y. Lim, Xiaofeng Liu, Mohammad R. K. Mofrad, Alicia Parrish, María Pérez-Ortiz, Shriti Raj, Swabha Swayamdipta, Salmon Talebi, Kush R. Varshney, Mihaela Vorvoreanu, Lily Weng, Alice Xiang, Yiming Xu, Ding Zhao, Jieyu Zhao
2026	J	`jnl`	Enhancing Deep Learning Inference of Gene Regulatory Networks via Construction of Image Representation of Cell-Cell Interactions From scRNA-Seq Data. IEEE J. Biomed. Health Informatics Qingyue Wei, Md Tauhidul Islam, Wei Emma Wu, Lei Xing
2026	J	`jnl`	Redefining the Down-Sampling Scheme of U-Net for Precision Biomedical Image Segmentation. CoRR Mingjie Li, Yizheng Chen, Md Tauhidul Islam, Lei Xing
2026	J	`jnl`	Uncovering spatial tissue domains and cell types in spatial omics through cross-scale profiling of cellular and genomic interactions. CoRR Rui Yan, Xiaohan Xing, Xun Wang, Zixia Zhou, Md Tauhidul Islam, Lei Xing
2026	J	`jnl`	Vision-based Deep Learning Analysis of Unordered Biomedical Tabular Datasets via Optimal Spatial Cartography. CoRR Sakib Mostafa, Tarik Massoud, Maximilian Diehn, Lei Xing, Md Tauhidul Islam
2025	J	`jnl`	Deep-and-Wide Learning: Enhancing Data-Driven Inference via Synergistic Learning of Inter- and Intra-Data Representations. CoRR Md Tauhidul Islam, Lei Xing
2025	J	`jnl`	Dual encoding feature filtering generalized attention UNET for retinal vessel segmentation. CoRR Md Tauhidul Islam, Dawen Wu, Qingqing Tang, Kaiyang Zhao, Teng Yin, Li Yan-Fei, Shang Wen-Yi, Jingyu Liu, Haixian Zhang
2025	—	`conf`	Neural Autoregressive Modeling of Brain Aging. DGM4MICCAI@MICCAI Ridvan Yesiloglu, Wei Peng, Md Tauhidul Islam, Ehsan Adeli
2025	J	`jnl`	Neural Autoregressive Modeling of Brain Aging. CoRR Ridvan Yesiloglu, Wei Peng, Md Tauhidul Islam, Ehsan Adeli
2025	J	`jnl`	Non-Invasive Assessment of Structural and Mechanical Micro-Environmental Changes During Long Bone Regeneration Using a Multi-Modal and Multi-Parametric Ultrasound Imaging Technique in a Segmental Tibial Defect Sheep Model In Vivo. IEEE Trans. Biomed. Eng. Songyuan Tang, Peer Shafeeq Shajudeen, Francesca Taraballi, Candice Haase, Fernando J. Cabrera, Xu Yang, Md Tauhidul Islam, Enrica De Rosa, Bradley Weiner, Matthew Becker, Ennio Tasciotti, Raffaella Righetti
2025	J	`jnl`	RAFT-USENet: A Unified Network for Accurate Axial and Lateral Motion Estimation in Ultrasound Elastography Imaging. IEEE J. Biomed. Health Informatics Sharmin Majumder, Md Tauhidul Islam, Raffaella Righetti
2025	J	`jnl`	Revealing Neurocognitive and Behavioral Patterns by Unsupervised Manifold Learning from Dynamic Brain Data. CoRR Zixia Zhou, Junyan Liu, Wei Emma Wu, Ruogu Fang, Sheng Liu, Qingyue Wei, Rui Yan, Yi Guo, Qian Tao, Yuanyuan Wang, Md Tauhidul Islam, Lei Xing
2025	J	`jnl`	Revealing neurocognitive and behavioral patterns through unsupervised manifold learning of dynamic brain data. Nat. Comput. Sci. Zixia Zhou, Junyan Liu, Wei Emma Wu, Ruogu Fang, Sheng Liu, Qingyue Wei, Rui Yan, Yi Guo, Qian Tao, Yuanyuan Wang, Md Tauhidul Islam, Lei Xing
2025	J	`jnl`	Tissue-origin transcriptomic interactions as indicators of inflammatory aging and aging gene discovery. Comput. Biol. Medicine Wei Emma Wu, Qingyue Wei, Zixia Zhou, Huijun Z. Ring, Md Tauhidul Islam, Lei Xing
2025	J	`jnl`	Transformation of Biological Networks into Images via Semantic Cartography for Visual Interpretation and Scalable Deep Analysis. CoRR Sakib Mostafa, Lei Xing, Md Tauhidul Islam
2024	J	`jnl`	Deciphering the Feature Representation of Deep Neural Networks for High-Performance AI. IEEE Trans. Pattern Anal. Mach. Intell. Md Tauhidul Islam, Lei Xing
2024	J	`jnl`	Discovering distinctive elements of biomedical datasets for high-performance exploration. CoRR Md Tauhidul Islam, Lei Xing
2024	J	`jnl`	Multibranch CNN With MLP-Mixer-Based Feature Exploration for High-Performance Disease Diagnosis. IEEE Trans. Neural Networks Learn. Syst. Zixia Zhou, Md Tauhidul Islam, Lei Xing
2024	J	`jnl`	Non-Invasive Imaging of Mechanical Properties of Cancers In Vivo Based on Transformations of the Eshelby's Tensor Using Compression Elastography. IEEE Trans. Medical Imaging Sharmin Majumder, Md Tauhidul Islam, Francesca Taraballi, Raffaella Righetti
2024	J	`jnl`	Self-supervised deep learning of gene-gene interactions for improved gene expression recovery. Briefings Bioinform. Qingyue Wei, Md Tauhidul Islam, Yuyin Zhou, Lei Xing
2023	J	`jnl`	Image classification using graph neural network and multiscale wavelet superpixels. Pattern Recognit. Lett. Varun Vasudevan, Maxime Bassenne, Md Tauhidul Islam, Lei Xing
2023	J	`jnl`	Leveraging cell-cell similarity for high-performance spatial and temporal cellular mappings from gene expression data. Patterns Md Tauhidul Islam, Lei Xing
2023	J	`jnl`	Small-Object Sensitive Segmentation Using Across Feature Map Attention. IEEE Trans. Pattern Anal. Mach. Intell. Shengtian Sang, Yuyin Zhou, Md Tauhidul Islam, Lei Xing
2022	J	`jnl`	A Hybrid Deep Feature-Based Deformable Image Registration Method for Pathological Images. CoRR Chulong Zhang, Yuming Jiang, Na Li, Zhicheng Zhang, Md Tauhidul Islam, Jingjing Dai, Lin Liu, Wenfeng He, Wenjian Qin, Jing Xiong, Yaoqin Xie, XiaoKun Liang
2022	J	`jnl`	Human-level comparable control volume mapping with a deep unsupervised-learning model for image-guided radiation therapy. Comput. Biol. Medicine XiaoKun Liang, Maxime Bassenne, Dimitre H. Hristov, Md Tauhidul Islam, Wei Zhao, Mengyu Jia, Zhicheng Zhang, Michael Gensheimer, Beth M. Beadle, Quynh Le, Lei Xing
2022	J	`jnl`	Image Classification using Graph Neural Network and Multiscale Wavelet Superpixels. CoRR Varun Vasudevan, Maxime Bassenne, Md Tauhidul Islam, Lei Xing
2022	J	`jnl`	Learning Treatment Plan Representations for Content Based Image Retrieval. CoRR Charles W. Huang, Varun Vasudevan, Oscar Pastor-Serrano, Md Tauhidul Islam, Yusuke Nomura, Yong Yang, Lei Xing
2022	—	`conf`	SETFF: A Semantic Enhanced Table Filling Framework for Joint Entity and Relation Extraction. PRICAI (2) Hao Li, Md Tauhidul Islam, Kehan Huangliang, Zugang Chen, Kaiyang Zhao, Haixian Zhang
2022	J	`jnl`	Utilizing differential characteristics of high dimensional data as a mechanism for dimensionality reduction. Pattern Recognit. Lett. Samuel S. Xing, Md Tauhidul Islam
2021	J	`jnl`	Geometry and statistics-preserving manifold embedding for nonlinear dimensionality reduction. Pattern Recognit. Lett. Md Tauhidul Islam, Lei Xing
2021	J	`jnl`	Non-Invasive Assessment of the Spatial and Temporal Distributions of Interstitial Fluid Pressure, Fluid Velocity and Fluid Flow in Cancers In Vivo. IEEE Access Md Tauhidul Islam, Songyuan Tang, Ennio Tasciotti, Raffaella Righetti
2020	J	`jnl`	Estimation of Vascular Permeability in Irregularly Shaped Cancers Using Ultrasound Poroelastography. IEEE Trans. Biomed. Eng. Md Tauhidul Islam, Ennio Tasciotti, Raffaella Righetti
2020	J	`jnl`	Self-Supervised Feature Learning via Exploiting Multi-Modal Data for Retinal Disease Diagnosis. IEEE Trans. Medical Imaging Xiaomeng Li, Mengyu Jia, Md Tauhidul Islam, Lequan Yu, Lei Xing
2020	J	`jnl`	Self-supervised Feature Learning via Exploiting Multi-modal Data for Retinal Disease Diagnosis. CoRR Xiaomeng Li, Mengyu Jia, Md Tauhidul Islam, Lequan Yu, Lei Xing
2019	J	`jnl`	A New Poroelastography Method to Assess the Solid Stress Distribution in Cancers. IEEE Access Md Tauhidul Islam, Raffaella Righetti
2019	J	`jnl`	A Robust Method to Estimate the Time Constant of Elastographic Parameters. IEEE Trans. Medical Imaging Md Tauhidul Islam, Anuj Chaudhry, Raffaella Righetti
2019	J	`jnl`	Estimation of mechanical parameters in cancers by empirical orthogonal function analysis of poroelastography data. Comput. Biol. Medicine Md Tauhidul Islam, Raffaella Righetti
2018	J	`jnl`	A Divide and Conquer Strategy for Musical Noise-free Speech Enhancement in Adverse Environments. CoRR Md Tauhidul Islam, Celia Shahnaz, Wei-Ping Zhu, M. Omair Ahmad
2018	J	`jnl`	A Model-Based Approach to Investigate the Effect of a Long Bone Fracture on Ultrasound Strain Elastography. IEEE Trans. Medical Imaging Songyuan Tang, Eric P. Sabonghy, Anuj Chaudhry, Peer Shafeeq Shajudeen, Md Tauhidul Islam, Namhee Kim, Fernando J. Cabrera, J. N. Reddy, Ennio Tasciotti, Raffaella Righetti
2018	J	`jnl`	A New Method for Estimating the Effective Poisson's Ratio in Ultrasound Poroelastography. IEEE Trans. Medical Imaging Md Tauhidul Islam, Anuj Chaudhry, Songyuan Tang, Ennio Tasciotti, Raffaella Righetti
2018	J	`jnl`	A novel filter for accurate estimation of fluid pressure and fluid velocity using poroelastography. Comput. Biol. Medicine Md Tauhidul Islam, Raffaella Righetti
2018	J	`jnl`	Enhancement of Noisy Speech exploiting a Gaussian Modeling based Threshold and a PDF Dependent Thresholding Function. CoRR Md Tauhidul Islam, Celia Shahnaz
2018	J	`jnl`	Enhancement of Noisy Speech with Low Speech Distortion Based on Probabilistic Geometric Spectral Subtraction. CoRR Md Tauhidul Islam, Celia Shahnaz, Wei-Ping Zhu, M. Omair Ahmad
2018	J	`jnl`	Modeling of Teager Energy Operated Perceptual Wavelet Packet Coefficients with an Erlang-2 PDF for Real Time Enhancement of Noisy Speech. CoRR Md Tauhidul Islam, Celia Shahnaz, Wei-Ping Zhu, M. Omair Ahmad
2018	J	`jnl`	Speech Enhancement Based on Non-stationary Noise-driven Geometric Spectral Subtraction and Phase Spectrum Compensation. CoRR Md Tauhidul Islam, Udoy Saha, K. T. Shahid, Ahmed Bin Hussain, Celia Shahnaz
2018	J	`jnl`	Speech Enhancement in Adverse Environments Based on Non-stationary Noise-driven Spectral Subtraction and SNR-dependent Phase Compensation. CoRR Md Tauhidul Islam, Asaduzzaman, Celia Shahnaz, Wei-Ping Zhu, M. Omair Ahmad
2017	J	`jnl`	Rayleigh modeling of teager energy operated perceptual wavelet packet coefficients for enhancing noisy speech. Speech Commun. Md Tauhidul Islam, Celia Shahnaz, Wei-Ping Zhu, M. Omair Ahmad
2015	J	`jnl`	Speech Enhancement Based on Student t Modeling of Teager Energy Operated Perceptual Wavelet Packet Coefficients and a Custom Thresholding Function. IEEE ACM Trans. Audio Speech Lang. Process. Md Tauhidul Islam, Celia Shahnaz, Wei-Ping Zhu, M. Omair Ahmad