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Tongxin Wang
Tongxin Wang
Meta Platforms, Inc.
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Cited by
Year
MOGONET integrates multi-omics data using graph convolutional networks allowing patient classification and biomarker identification
T Wang, W Shao, Z Huang, H Tang, J Zhang, Z Ding, K Huang
Nature Communications 12 (1), 1-13, 2021
228*2021
Development and interpretation of a pathomics-based model for the prediction of microsatellite instability in Colorectal Cancer
R Cao, F Yang, SC Ma, L Liu, Y Zhao, Y Li, DH Wu, T Wang, WJ Lu, ...
Theranostics 10 (24), 11080, 2020
1242020
BERMUDA: a novel deep transfer learning method for single-cell RNA sequencing batch correction reveals hidden high-resolution cellular subtypes
T Wang, TS Johnson, W Shao, Z Lu, BR Helm, J Zhang, K Huang
Genome biology 20 (1), 1-15, 2019
1102019
Integrative analysis of pathological images and multi-dimensional genomic data for early-stage cancer prognosis
W Shao, Z Han, J Cheng, L Cheng, T Wang, L Sun, Z Lu, J Zhang, ...
IEEE transactions on medical imaging 39 (1), 99-110, 2019
612019
Multi-task multi-modal learning for joint diagnosis and prognosis of human cancers
W Shao, T Wang, L Sun, T Dong, Z Han, Z Huang, J Zhang, D Zhang, ...
Medical Image Analysis 65, 101795, 2020
522020
Weakly supervised deep ordinal cox model for survival prediction from whole-slide pathological images
W Shao, T Wang, Z Huang, Z Han, J Zhang, K Huang
IEEE Transactions on Medical Imaging 40 (12), 3739-3747, 2021
392021
Crowdsourcing digital health measures to predict Parkinson¢s disease severity: the Parkinson¢s Disease Digital Biomarker DREAM Challenge
SK Sieberts, J Schaff, M Duda, BÁ Pataki, M Sun, P Snyder, JF Daneault, ...
NPJ digital medicine 4 (1), 1-12, 2021
392021
LAmbDA: label ambiguous domain adaptation dataset integration reduces batch effects and improves subtype detection
TS Johnson, T Wang, Z Huang, CY Yu, Y Wu, Y Han, Y Zhang, K Huang, ...
Bioinformatics 35 (22), 4696-4706, 2019
382019
Artificial intelligence reveals features associated with breast cancer neoadjuvant chemotherapy responses from multi-stain histopathologic images
Z Huang, W Shao, Z Han, AM Alkashash, C De la Sancha, AV Parwani, ...
NPJ Precision Oncology 7 (1), 14, 2023
252023
Microsatellite Instability Prediction of Uterine Corpus Endometrial Carcinoma Based on H&E Histology Whole-Slide Imaging
T Wang, W Lu, F Yang, L Liu, Z Dong, W Tang, J Chang, W Huan, ...
2020 IEEE 17th International Symposium on Biomedical Imaging (ISBI), 1289-1292, 2020
242020
Topological Methods for Visualization and Analysis of High Dimensional Single-Cell RNA Sequencing Data.
T Wang, T Johnson, J Zhang, K Huang
Pacific Symposium on Biocomputing. Pacific Symposium on Biocomputing 24, 350-361, 2019
172019
Diagnostic Evidence GAuge of Single cells (DEGAS): a flexible deep transfer learning framework for prioritizing cells in relation to disease
TS Johnson, CY Yu, Z Huang, S Xu, T Wang, C Dong, W Shao, MA Zaid, ...
Genome Medicine 14 (1), 11, 2022
132022
TSUNAMI: translational bioinformatics tool suite for network analysis and mining
Z Huang, Z Han, T Wang, W Shao, S Xiang, P Salama, M Rizkalla, ...
Genomics, Proteomics & Bioinformatics 19 (6), 1023-1031, 2021
132021
Diagnosis-guided multi-modal feature selection for prognosis prediction of lung squamous cell carcinoma
W Shao, T Wang, Z Huang, J Cheng, Z Han, D Zhang, K Huang
Medical Image Computing and Computer Assisted Intervention–MICCAI 2019: 22nd …, 2019
132019
Towards Fair Cross-Domain Adaptation via Generative Learning
T Wang, Z Ding, W Shao, H Tang, K Huang
Proceedings of the IEEE/CVF Winter Conference on Applications of Computer …, 2021
112021
Generalized gene co-expression analysis via subspace clustering using low-rank representation
T Wang, J Zhang, K Huang
BMC bioinformatics 20 (7), 17-27, 2019
112019
SPCS: a spatial and pattern combined smoothing method for spatial transcriptomic expression
Y Liu, T Wang, B Duggan, M Sharpnack, K Huang, J Zhang, X Ye, ...
Briefings in Bioinformatics 23 (3), bbac116, 2022
62022
Diagnostic Evidence GAuge of Single cells (DEGAS): A transfer learning framework to infer impressions of cellular and patient phenotypes between patients and single cells
TS Johnson, CY Yu, Z Huang, S Xu, T Wang, C Dong, W Shao, MA Zaid, ...
bioRxiv, 2020.06. 16.142984, 2020
12020
Differential Gene Expression and Functional Enrichment Analysis of Smoothed PDAC Spatial Transcriptomics Slides
B Duggan, Y Liu, T Wang, J Zhang, TS Johnson, X Ye, K Huang
Proceedings of IMPRS 4 (1), 2021
2021
Machine Learning Based Classification from Whole-Slide Histopathological Images Enables Reliable and Interpretable Diagnosis of Inverted Urothelial Papilloma
W Shao, M Cheng, Z Huang, Z Han, T Wang, A Lopez-Beltran, ...
Available at SSRN 3959161, 2021
2021
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