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ORCIDMd Tauhidul Islam
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2020 – today
- 2024
[j21]Qingyue Wei, Md Tauhidul Islam, Yuyin Zhou, Lei Xing
:
Self-supervised deep learning of gene-gene interactions for improved gene expression recovery. Briefings Bioinform. 25(2) (2024)- [j20]Md Tauhidul Islam, Lei Xing:
Deciphering the Feature Representation of Deep Neural Networks for High-Performance AI. IEEE Trans. Pattern Anal. Mach. Intell. 46(8): 5273-5287 (2024) - [j19]Sharmin Majumder, Md Tauhidul Islam, Francesca Taraballi, Raffaella Righetti:
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 43(8): 3027-3043 (2024) - [j18]Zixia Zhou, Md Tauhidul Islam, Lei Xing:
Multibranch CNN With MLP-Mixer-Based Feature Exploration for High-Performance Disease Diagnosis. IEEE Trans. Neural Networks Learn. Syst. 35(6): 7351-7362 (2024) - 2023
- [j17]Shengtian Sang, Yuyin Zhou, Md Tauhidul Islam, Lei Xing:
Small-Object Sensitive Segmentation Using Across Feature Map Attention. IEEE Trans. Pattern Anal. Mach. Intell. 45(5): 6289-6306 (2023) - [j16]Md Tauhidul Islam, Lei Xing:
Leveraging cell-cell similarity for high-performance spatial and temporal cellular mappings from gene expression data. Patterns 4(10): 100840 (2023) - [j15]Varun Vasudevan, Maxime Bassenne, Md Tauhidul Islam, Lei Xing:
Image classification using graph neural network and multiscale wavelet superpixels. Pattern Recognit. Lett. 166: 89-96 (2023) - 2022
- [j14]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:
Human-level comparable control volume mapping with a deep unsupervised-learning model for image-guided radiation therapy. Comput. Biol. Medicine 141: 105139 (2022) - [j13]Samuel S. Xing, Md Tauhidul Islam:
Utilizing differential characteristics of high dimensional data as a mechanism for dimensionality reduction. Pattern Recognit. Lett. 157: 1-7 (2022) - [c1]Hao Li, Md Tauhidul Islam, Kehan Huangliang, Zugang Chen, Kaiyang Zhao, Haixian Zhang:
SETFF: A Semantic Enhanced Table Filling Framework for Joint Entity and Relation Extraction. PRICAI (2) 2022: 169-182 - [i10]Varun Vasudevan, Maxime Bassenne, Md Tauhidul Islam, Lei Xing:
Image Classification using Graph Neural Network and Multiscale Wavelet Superpixels. CoRR abs/2201.12633 (2022) - [i9]Charles W. Huang, Varun Vasudevan, Oscar Pastor-Serrano, Md Tauhidul Islam, Yusuke Nomura, Yong Yang, Lei Xing:
Learning Treatment Plan Representations for Content Based Image Retrieval. CoRR abs/2206.02912 (2022) - [i8]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:
A Hybrid Deep Feature-Based Deformable Image Registration Method for Pathological Images. CoRR abs/2208.07655 (2022) - 2021
- [j12]Md Tauhidul Islam, Songyuan Tang, Ennio Tasciotti, Raffaella Righetti:
Non-Invasive Assessment of the Spatial and Temporal Distributions of Interstitial Fluid Pressure, Fluid Velocity and Fluid Flow in Cancers In Vivo. IEEE Access 9: 89222-89233 (2021) - [j11]Md Tauhidul Islam, Lei Xing:
Geometry and statistics-preserving manifold embedding for nonlinear dimensionality reduction. Pattern Recognit. Lett. 151: 155-162 (2021) - 2020
- [j10]Md Tauhidul Islam, Ennio Tasciotti, Raffaella Righetti:
Estimation of Vascular Permeability in Irregularly Shaped Cancers Using Ultrasound Poroelastography. IEEE Trans. Biomed. Eng. 67(4): 1083-1096 (2020) - [j9]Xiaomeng Li, Mengyu Jia, Md Tauhidul Islam, Lequan Yu, Lei Xing:
Self-Supervised Feature Learning via Exploiting Multi-Modal Data for Retinal Disease Diagnosis. IEEE Trans. Medical Imaging 39(12): 4023-4033 (2020) - [i7]Xiaomeng Li, Mengyu Jia, Md Tauhidul Islam, Lequan Yu, Lei Xing:
Self-supervised Feature Learning via Exploiting Multi-modal Data for Retinal Disease Diagnosis. CoRR abs/2007.11067 (2020)
2010 – 2019
- 2019
- [j8]Md Tauhidul Islam, Raffaella Righetti:
A New Poroelastography Method to Assess the Solid Stress Distribution in Cancers. IEEE Access 7: 103404-103415 (2019) - [j7]Md Tauhidul Islam, Raffaella Righetti:
Estimation of mechanical parameters in cancers by empirical orthogonal function analysis of poroelastography data. Comput. Biol. Medicine 111 (2019) - [j6]Md Tauhidul Islam, Anuj Chaudhry, Raffaella Righetti:
A Robust Method to Estimate the Time Constant of Elastographic Parameters. IEEE Trans. Medical Imaging 38(6): 1358-1370 (2019) - 2018
- [j5]Md Tauhidul Islam, Raffaella Righetti:
A novel filter for accurate estimation of fluid pressure and fluid velocity using poroelastography. Comput. Biol. Medicine 101: 90-99 (2018) - [j4]Md Tauhidul Islam, Anuj Chaudhry, Songyuan Tang, Ennio Tasciotti, Raffaella Righetti:
A New Method for Estimating the Effective Poisson's Ratio in Ultrasound Poroelastography. IEEE Trans. Medical Imaging 37(5): 1178-1191 (2018) - [j3]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:
A Model-Based Approach to Investigate the Effect of a Long Bone Fracture on Ultrasound Strain Elastography. IEEE Trans. Medical Imaging 37(12): 2704-2717 (2018) - [i6]Md Tauhidul Islam, Celia Shahnaz, Wei-Ping Zhu, M. Omair Ahmad:
A Divide and Conquer Strategy for Musical Noise-free Speech Enhancement in Adverse Environments. CoRR abs/1802.02665 (2018) - [i5]Md Tauhidul Islam, Celia Shahnaz, Wei-Ping Zhu, M. Omair Ahmad:
Modeling of Teager Energy Operated Perceptual Wavelet Packet Coefficients with an Erlang-2 PDF for Real Time Enhancement of Noisy Speech. CoRR abs/1802.03472 (2018) - [i4]Md Tauhidul Islam, Celia Shahnaz, Wei-Ping Zhu, M. Omair Ahmad:
Enhancement of Noisy Speech with Low Speech Distortion Based on Probabilistic Geometric Spectral Subtraction. CoRR abs/1802.05125 (2018) - [i3]Md Tauhidul Islam, Asaduzzaman, Celia Shahnaz, Wei-Ping Zhu, M. Omair Ahmad:
Speech Enhancement in Adverse Environments Based on Non-stationary Noise-driven Spectral Subtraction and SNR-dependent Phase Compensation. CoRR abs/1803.00396 (2018) - [i2]Md Tauhidul Islam, Celia Shahnaz:
Enhancement of Noisy Speech exploiting a Gaussian Modeling based Threshold and a PDF Dependent Thresholding Function. CoRR abs/1803.01841 (2018) - [i1]Md Tauhidul Islam, Udoy Saha, K. T. Shahid, Ahmed Bin Hussain, Celia Shahnaz:
Speech Enhancement Based on Non-stationary Noise-driven Geometric Spectral Subtraction and Phase Spectrum Compensation. CoRR abs/1803.02870 (2018) - 2017
- [j2]Md Tauhidul Islam, Celia Shahnaz, Wei-Ping Zhu, M. Omair Ahmad:
Rayleigh modeling of teager energy operated perceptual wavelet packet coefficients for enhancing noisy speech. Speech Commun. 86: 64-74 (2017) - 2015
- [j1]Md Tauhidul Islam, Celia Shahnaz, Wei-Ping Zhu, M. Omair Ahmad:
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. 23(11): 1800-1811 (2015)
Coauthor Index
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last updated on 2024-10-07 22:14 CEST by the dblp team
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