Islam MT - Search Results

1

Learning image representations for content-based image retrieval of radiotherapy treatment plans.

Huang C, Vasudevan V, Pastor-Serrano O, Islam MT, Nomura Y, Dubrowski P, Wang JY, Schulz JB, Yang Y, Xing L. Huang C, et al. Among authors: islam mt. Phys Med Biol. 2023 May 3;68(9):10.1088/1361-6560/accdb0. doi: 10.1088/1361-6560/accdb0. Phys Med Biol. 2023. PMID: 37068492 Free PMC article.

2

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

Li X, Jia M, Islam MT, Yu L, Xing L. Li X, et al. Among authors: islam mt. IEEE Trans Med Imaging. 2020 Dec;39(12):4023-4033. doi: 10.1109/TMI.2020.3008871. Epub 2020 Nov 30. IEEE Trans Med Imaging. 2020. PMID: 32746140

3

A data-driven dimensionality-reduction algorithm for the exploration of patterns in biomedical data.

Islam MT, Xing L. Islam MT, et al. Nat Biomed Eng. 2021 Jun;5(6):624-635. doi: 10.1038/s41551-020-00635-3. Epub 2020 Nov 2. Nat Biomed Eng. 2021. PMID: 33139824

4

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

Liang X, Bassenne M, Hristov DH, Islam MT, Zhao W, Jia M, Zhang Z, Gensheimer M, Beadle B, Le Q, Xing L. Liang X, et al. Among authors: islam mt. Comput Biol Med. 2022 Feb;141:105139. doi: 10.1016/j.compbiomed.2021.105139. Epub 2021 Dec 17. Comput Biol Med. 2022. PMID: 34942395 Free PMC article.

5

Implicit neural representation for radiation therapy dose distribution.

Vasudevan V, Shen L, Huang C, Chuang C, Islam MT, Ren H, Yang Y, Dong P, Xing L. Vasudevan V, et al. Among authors: islam mt. Phys Med Biol. 2022 Jun 13;67(12). doi: 10.1088/1361-6560/ac6b10. Phys Med Biol. 2022. PMID: 35477171

6

Small-Object Sensitive Segmentation Using Across Feature Map Attention.

Sang S, Zhou Y, Islam MT, Xing L. Sang S, et al. Among authors: islam mt. IEEE Trans Pattern Anal Mach Intell. 2023 May;45(5):6289-6306. doi: 10.1109/TPAMI.2022.3211171. Epub 2023 Apr 3. IEEE Trans Pattern Anal Mach Intell. 2023. PMID: 36178991 Free PMC article.

7

Leveraging data-driven self-consistency for high-fidelity gene expression recovery.

Islam MT, Wang JY, Ren H, Li X, Khuzani MB, Sang S, Yu L, Shen L, Zhao W, Xing L. Islam MT, et al. Nat Commun. 2022 Nov 21;13(1):7142. doi: 10.1038/s41467-022-34595-w. Nat Commun. 2022. PMID: 36414658 Free PMC article.

8

Cartography of Genomic Interactions Enables Deep Analysis of Single-Cell Expression Data.

Islam MT, Xing L. Islam MT, et al. Nat Commun. 2023 Feb 8;14(1):679. doi: 10.1038/s41467-023-36383-6. Nat Commun. 2023. PMID: 36755047 Free PMC article.

9

Assessment of compression-induced solid stress, fluid pressure and mechanopathological parameters in cancersin vivousing poroelastography.

Khan MHR, Islam MT, Taraballi F, Righetti R. Khan MHR, et al. Among authors: islam mt. Phys Med Biol. 2023 Jun 30;68(13). doi: 10.1088/1361-6560/acdf39. Phys Med Biol. 2023. PMID: 37327794

10

Non-invasive tumor microenvironment evaluation and treatment response prediction in gastric cancer using deep learning radiomics.

Jiang Y, Zhou K, Sun Z, Wang H, Xie J, Zhang T, Sang S, Islam MT, Wang JY, Chen C, Yuan Q, Xi S, Li T, Xu Y, Xiong W, Wang W, Li G, Li R. Jiang Y, et al. Among authors: islam mt. Cell Rep Med. 2023 Aug 15;4(8):101146. doi: 10.1016/j.xcrm.2023.101146. Epub 2023 Aug 8. Cell Rep Med. 2023. PMID: 37557177 Free PMC article.

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