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Lei Cao
Lei Cao
Department of Biostatistics, School of Public Health, Harbin Medical University, Harbin 150081
Verified email at hrbmu.edu.cn
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Year
A novel attention-guided convolutional network for the detection of abnormal cervical cells in cervical cancer screening
L Cao, J Yang, Z Rong, L Li, B Xia, C You, G Lou, L Jiang, C Du, H Meng, ...
Medical image analysis 73, 102197, 2021
562021
NormAE: deep adversarial learning model to remove batch effects in liquid chromatography mass spectrometry-based metabolomics data
Z Rong, Q Tan, L Cao, L Zhang, K Deng, Y Huang, ZJ Zhu, Z Li, K Li
Analytical chemistry 92 (7), 5082-5090, 2020
412020
Advances of artificial intelligence in anti-cancer drug design: a review of the past decade
L Wang, Y Song, H Wang, X Zhang, M Wang, J He, S Li, L Zhang, K Li, ...
Pharmaceuticals 16 (2), 253, 2023
282023
MCluster-VAEs: an end-to-end variational deep learning-based clustering method for subtype discovery using multi-omics data
Z Rong, Z Liu, J Song, L Cao, Y Yu, M Qiu, Y Hou
Computers in Biology and Medicine 150, 106085, 2022
122022
WaveICA 2.0: a novel batch effect removal method for untargeted metabolomics data without using batch information
K Deng, F Zhao, Z Rong, L Cao, L Zhang, K Li, Y Hou, ZJ Zhu
Metabolomics 17, 1-8, 2021
112021
The discovery of new drug-target interactions for breast cancer treatment
J Song, Z Xu, L Cao, M Wang, Y Hou, K Li
Molecules 26 (24), 7474, 2021
92021
Improving ovarian cancer treatment decision using a novel risk predictive tool
Z Xu, J Song, L Cao, Z Rong, W Zhang, J He, K Li, Y Hou
Aging (Albany NY) 14 (8), 3464, 2022
62022
E2EFP-MIL: End-to-end and high-generalizability weakly supervised deep convolutional network for lung cancer classification from whole slide image
L Cao, J Wang, Y Zhang, Z Rong, M Wang, L Wang, J Ji, Y Qian, L Zhang, ...
Medical Image Analysis 88, 102837, 2023
52023
Comparative and quantitative analysis of COVID-19 epidemic interventions in Chinese provinces
H Liu, Z Rong, X Qi, J Fu, H Huang, L Cao, L Shan, Y Zhao, K Li, Y Hao, ...
Results in Physics 25, 104305, 2021
42021
Mediation analysis reveals potential biological mechanism of ascites influencing recurrence in patients with epithelial ovarian cancer
C Yang, C Wang, Z Rong, Z Xu, K Deng, W Zhao, L Cao, Y Lu, H Adnan, ...
Cancer Management and Research, 793-799, 2020
22020
Biologically interpretable deep learning to predict response to immunotherapy in advanced melanoma using mutations and copy number variations
L Zhang, L Cao, S Li, L Wang, Y Song, Y Huang, Z Xu, J He, M Wang, K Li
Journal of Immunotherapy 46 (6), 221-231, 2023
12023
Methylation biomarkers with discriminating ability are potential therapeutic targets in lung adenocarcinoma
W Zhao, Z Rong, W Wang, S Li, Y Lu, L Cao, L Zhang, K Yang, K Deng, ...
Epigenomics 14 (8), 469-480, 2022
12022
Metabolic phenotyping to monitor chronic enteritis canceration
F Zhang, C Li, K Deng, Z Wang, W Zhao, K Yang, C Yang, Z Rong, L Cao, ...
Metabolomics 16, 1-10, 2020
12020
BiMPADR: A Deep Learning Framework for Predicting Adverse Drug Reactions in New Drugs
S Li, L Zhang, L Wang, J Ji, J He, X Zheng, L Cao, K Li
Molecules 29 (8), 1784, 2024
2024
Identifying survival of pan-cancer patients under immunotherapy using genomic mutation signature with large sample cohorts
L Zhang, Y Wang, L Wang, M Wang, S Li, J He, J Ji, K Li, L Cao
Journal of Molecular Medicine 102 (1), 69-79, 2024
2024
A Novel Acetylation-Immune Subtyping for the Identification of a BET Inhibitor-Sensitive Subgroup in Melanoma
L Wang, L Zhang, S Li, L Cao, K Li, W Zhao
Pharmaceuticals 16 (7), 1037, 2023
2023
Prognostic effect of lymphadenectomy extent on ovarian cancer: A population-based analysis
L Wang, J Ji, S Li, L Zhang, Y Song, X Zhang, H Wang, K Li, L Cao
2022
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