Md Tauhidul Islam

According to our database, Md Tauhidul Islam authored at least 49 papers between 2015 and 2026.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2026

Knowledge Graph Modulated Deep Learning for Limited-Sample Clinical Data Analysis.

Yuwei Xue, Sakib Mostafa, James Zou, Joseph Liao, Maximilian Diehn, Ash A. Alizadeh, Lei Xing, Md Tauhidul Islam

CoRR, May, 2026

Enhancing Deep Learning Inference of Gene Regulatory Networks via Construction of Image Representation of Cell-Cell Interactions From scRNA-Seq Data.

Qingyue Wei, Md Tauhidul Islam, Wei Emma Wu, Lei Xing

IEEE J. Biomed. Health Informatics, April, 2026

Graph Transformer-Based Pathway Embedding for Cancer Prognosis.

Koushik Howlader, Md Tauhidul Islam, Wei Le

CoRR, April, 2026

Toward a universal foundation model for graph-structured data.

Sakib Mostafa, Lei Xing, Md Tauhidul Islam

CoRR, April, 2026

Vision-based Deep Learning Analysis of Unordered Biomedical Tabular Datasets via Optimal Spatial Cartography.

Sakib Mostafa, Tarik Massoud, Maximilian Diehn, Lei Xing, Md Tauhidul Islam

CoRR, March, 2026

Beyond Explainable AI (XAI): An Overdue Paradigm Shift and Post-XAI Research Directions.

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

CoRR, February, 2026

Redefining the Down-Sampling Scheme of U-Net for Precision Biomedical Image Segmentation.

Mingjie Li, Yizheng Chen, Md Tauhidul Islam, Lei Xing

CoRR, February, 2026

Uncovering spatial tissue domains and cell types in spatial omics through cross-scale profiling of cellular and genomic interactions.

Rui Yan, Xiaohan Xing, Xun Wang, Zixia Zhou, Md Tauhidul Islam, Lei Xing

CoRR, February, 2026

2025

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.

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

IEEE Trans. Biomed. Eng., December, 2025

Revealing neurocognitive and behavioral patterns through unsupervised manifold learning of dynamic brain data.

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

Nat. Comput. Sci., December, 2025

Transformation of Biological Networks into Images via Semantic Cartography for Visual Interpretation and Scalable Deep Analysis.

Sakib Mostafa, Lei Xing, Md Tauhidul Islam

CoRR, December, 2025

Revealing Neurocognitive and Behavioral Patterns by Unsupervised Manifold Learning from Dynamic Brain Data.

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

CoRR, August, 2025

RAFT-USENet: A Unified Network for Accurate Axial and Lateral Motion Estimation in Ultrasound Elastography Imaging.

Sharmin Majumder, Md Tauhidul Islam, Raffaella Righetti

IEEE J. Biomed. Health Informatics, July, 2025

Neural Autoregressive Modeling of Brain Aging.

Ridvan Yesiloglu, Wei Peng, Md Tauhidul Islam, Ehsan Adeli

CoRR, July, 2025

Dual encoding feature filtering generalized attention UNET for retinal vessel segmentation.

Md Tauhidul Islam, Dawen Wu, Qingqing Tang, Kaiyang Zhao, Teng Yin, Li Yan-Fei, Shang Wen-Yi, Jingyu Liu, Haixian Zhang

CoRR, June, 2025

Deep-and-Wide Learning: Enhancing Data-Driven Inference via Synergistic Learning of Inter- and Intra-Data Representations.

Md Tauhidul Islam, Lei Xing

CoRR, January, 2025

Tissue-origin transcriptomic interactions as indicators of inflammatory aging and aging gene discovery.

Wei Emma Wu, Qingyue Wei, Zixia Zhou, Huijun Z. Ring, Md Tauhidul Islam, Lei Xing

Comput. Biol. Medicine, 2025

Neural Autoregressive Modeling of Brain Aging.

Ridvan Yesiloglu, Wei Peng, Md Tauhidul Islam, Ehsan Adeli

Proceedings of the Deep Generative Models - 5th MICCAI Workshop, 2025

2024

Non-Invasive Imaging of Mechanical Properties of Cancers In Vivo Based on Transformations of the Eshelby's Tensor Using Compression Elastography.

Sharmin Majumder, Md Tauhidul Islam, Francesca Taraballi, Raffaella Righetti

IEEE Trans. Medical Imaging, August, 2024

Deciphering the Feature Representation of Deep Neural Networks for High-Performance AI.

Md Tauhidul Islam, Lei Xing

IEEE Trans. Pattern Anal. Mach. Intell., August, 2024

Multibranch CNN With MLP-Mixer-Based Feature Exploration for High-Performance Disease Diagnosis.

Zixia Zhou, Md Tauhidul Islam, Lei Xing

IEEE Trans. Neural Networks Learn. Syst., June, 2024

Self-supervised deep learning of gene-gene interactions for improved gene expression recovery.

Qingyue Wei, Md Tauhidul Islam, Yuyin Zhou, Lei Xing

Briefings Bioinform., March, 2024

Discovering distinctive elements of biomedical datasets for high-performance exploration.

Md Tauhidul Islam, Lei Xing

CoRR, 2024

2023

Leveraging cell-cell similarity for high-performance spatial and temporal cellular mappings from gene expression data.

Md Tauhidul Islam, Lei Xing

Patterns, October, 2023

Small-Object Sensitive Segmentation Using Across Feature Map Attention.

Shengtian Sang, Yuyin Zhou, Md Tauhidul Islam, Lei Xing

IEEE Trans. Pattern Anal. Mach. Intell., May, 2023

Image classification using graph neural network and multiscale wavelet superpixels.

Varun Vasudevan, Maxime Bassenne, Md Tauhidul Islam, Lei Xing

Pattern Recognit. Lett., February, 2023

2022

Utilizing differential characteristics of high dimensional data as a mechanism for dimensionality reduction.

Samuel S. Xing, Md Tauhidul Islam

Pattern Recognit. Lett., 2022

A Hybrid Deep Feature-Based Deformable Image Registration Method for Pathological Images.

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

CoRR, 2022

Learning Treatment Plan Representations for Content Based Image Retrieval.

Charles W. Huang, Varun Vasudevan, Oscar Pastor-Serrano, Md Tauhidul Islam, Yusuke Nomura, Yong Yang, Lei Xing

CoRR, 2022

Human-level comparable control volume mapping with a deep unsupervised-learning model for image-guided radiation therapy.

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

Comput. Biol. Medicine, 2022

SETFF: A Semantic Enhanced Table Filling Framework for Joint Entity and Relation Extraction.

Hao Li, Md Tauhidul Islam, Kehan Huangliang, Zugang Chen, Kaiyang Zhao, Haixian Zhang

Proceedings of the PRICAI 2022: Trends in Artificial Intelligence, 2022

2021

Geometry and statistics-preserving manifold embedding for nonlinear dimensionality reduction.

Md Tauhidul Islam, Lei Xing

Pattern Recognit. Lett., 2021

Non-Invasive Assessment of the Spatial and Temporal Distributions of Interstitial Fluid Pressure, Fluid Velocity and Fluid Flow in Cancers In Vivo.

Md Tauhidul Islam, Songyuan Tang, Ennio Tasciotti, Raffaella Righetti

IEEE Access, 2021

2020

Self-Supervised Feature Learning via Exploiting Multi-Modal Data for Retinal Disease Diagnosis.

Xiaomeng Li, Mengyu Jia, Md Tauhidul Islam, Lequan Yu, Lei Xing

IEEE Trans. Medical Imaging, 2020

Estimation of Vascular Permeability in Irregularly Shaped Cancers Using Ultrasound Poroelastography.

Md Tauhidul Islam, Ennio Tasciotti, Raffaella Righetti

IEEE Trans. Biomed. Eng., 2020

2019

A Robust Method to Estimate the Time Constant of Elastographic Parameters.

Md Tauhidul Islam, Anuj Chaudhry, Raffaella Righetti

IEEE Trans. Medical Imaging, 2019

Estimation of mechanical parameters in cancers by empirical orthogonal function analysis of poroelastography data.

Md Tauhidul Islam, Raffaella Righetti

Comput. Biol. Medicine, 2019

A New Poroelastography Method to Assess the Solid Stress Distribution in Cancers.

Md Tauhidul Islam, Raffaella Righetti

IEEE Access, 2019

2018

A Model-Based Approach to Investigate the Effect of a Long Bone Fracture on Ultrasound Strain Elastography.

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

IEEE Trans. Medical Imaging, 2018

A New Method for Estimating the Effective Poisson's Ratio in Ultrasound Poroelastography.

Md Tauhidul Islam, Anuj Chaudhry, Songyuan Tang, Ennio Tasciotti, Raffaella Righetti

IEEE Trans. Medical Imaging, 2018

Speech Enhancement Based on Non-stationary Noise-driven Geometric Spectral Subtraction and Phase Spectrum Compensation.

Md Tauhidul Islam, Udoy Saha, K. T. Shahid, Ahmed Bin Hussain, Celia Shahnaz

CoRR, 2018

Enhancement of Noisy Speech exploiting a Gaussian Modeling based Threshold and a PDF Dependent Thresholding Function.

Md Tauhidul Islam, Celia Shahnaz

CoRR, 2018

Speech Enhancement in Adverse Environments Based on Non-stationary Noise-driven Spectral Subtraction and SNR-dependent Phase Compensation.

Md Tauhidul Islam, Asaduzzaman, Celia Shahnaz, Wei-Ping Zhu, M. Omair Ahmad

CoRR, 2018

Enhancement of Noisy Speech with Low Speech Distortion Based on Probabilistic Geometric Spectral Subtraction.

Md Tauhidul Islam, Celia Shahnaz, Wei-Ping Zhu, M. Omair Ahmad

CoRR, 2018

Modeling of Teager Energy Operated Perceptual Wavelet Packet Coefficients with an Erlang-2 PDF for Real Time Enhancement of Noisy Speech.

Md Tauhidul Islam, Celia Shahnaz, Wei-Ping Zhu, M. Omair Ahmad

CoRR, 2018

A Divide and Conquer Strategy for Musical Noise-free Speech Enhancement in Adverse Environments.

Md Tauhidul Islam, Celia Shahnaz, Wei-Ping Zhu, M. Omair Ahmad

CoRR, 2018

A novel filter for accurate estimation of fluid pressure and fluid velocity using poroelastography.

Md Tauhidul Islam, Raffaella Righetti

Comput. Biol. Medicine, 2018

2017

Rayleigh modeling of teager energy operated perceptual wavelet packet coefficients for enhancing noisy speech.

Md Tauhidul Islam, Celia Shahnaz, Wei-Ping Zhu, M. Omair Ahmad

Speech Commun., 2017

2015

Speech Enhancement Based on Student t Modeling of Teager Energy Operated Perceptual Wavelet Packet Coefficients and a Custom Thresholding Function.

Md Tauhidul Islam, Celia Shahnaz, Wei-Ping Zhu, M. Omair Ahmad

IEEE ACM Trans. Audio Speech Lang. Process., 2015