Research output per year
Research output per year
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Dive into the research topics where Wenkai Han is active. These topic labels come from the works of this person. Together they form a unique fingerprint.
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Collaborations and top research areas from the last five years
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Personalized and privacy-preserving federated heterogeneous medical image analysis with PPPML-HMI
Zhou, J., Zhou, L., Wang, D., Xu, X., Li, H., Chu, Y., Han, W. & Gao, X., Feb 2024, In: Computers in Biology and Medicine. 169, 107861.Research output: Contribution to journal › Article › peer-review
4 Scopus citations -
Applications of deep learning in understanding gene regulation
Li, Z., Gao, E., Zhou, J., Han, W., Xu, X. & Gao, X., Jan 23 2023, In: Cell Reports Methods. 3, 1, 100384.Research output: Contribution to journal › Review article › peer-review
Open Access20 Scopus citations -
Predicting the antigenic evolution of SARS-COV-2 with deep learning
Han, W., Chen, N., Xu, X., Sahil, A., Zhou, J., Li, Z., Zhong, H., Gao, E., Zhang, R., Wang, Y., Sun, S., Cheung, P. P. H. & Gao, X., Dec 2023, In: Nature Communications. 14, 1, 3478.Research output: Contribution to journal › Article › peer-review
Open Access16 Scopus citations -
Annotating TSSs in Multiple Cell Types Based on DNA Sequence and RNA-seq Data via DeeReCT-TSS
Zhou, J., Zhang, B., Li, H., Zhou, L., Li, Z., Long, Y., Han, W., Wang, M., Cui, H., Li, J., Chen, W. & Gao, X., Oct 2022, In: Genomics, Proteomics and Bioinformatics. 20, 5, p. 959-973 15 p.Research output: Contribution to journal › Article › peer-review
Open Access3 Scopus citations -
Self-supervised contrastive learning for integrative single cell RNA-seq data analysis
Han, W., Cheng, Y., Chen, J., Zhong, H., Hu, Z., Chen, S., Zong, L., Hong, L., Chan, T. F., King, I., Gao, X. & Li, Y., Sep 1 2022, In: Briefings in bioinformatics. 23, 5, bbac377.Research output: Contribution to journal › Article › peer-review
Open Access29 Scopus citations -
HMD-ARG: hierarchical multi-task deep learning for annotating antibiotic resistance genes
Li, Y., Xu, Z., Han, W., Cao, H., Umarov, R., Yan, A., Fan, M., Chen, H., Duarte, C. M., Li, L., Ho, P.-L. & Gao, X., Feb 8 2021, In: Microbiome. 9, 1Research output: Contribution to journal › Article › peer-review
50 Scopus citations -
Recessive, Deleterious Variants in SMG8 Expand the Role of Nonsense-Mediated Decay in Developmental Disorders in Humans.
AlZahrani, F., Kuwahara, H., Long, Y., Al-Owain, M., Tohary, M., AlSayed, M., Mahnashi, M., Fathi, L., Alnemer, M., Al-Hamed, M. H., Lemire, G., Boycott, K. M., Hashem, M., Han, W., Al-Maawali, A., Al Mahrizi, F., Al-Thihli, K., Gao, X. & Alkuraya, F. S., Nov 25 2020, In: American Journal of Human Genetics.Research output: Contribution to journal › Article › peer-review
19 Scopus citations
Press/Media
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Research on Science Detailed by Researchers at King Abdullah University of Science and Technology (KAUST) (SANTO: a coarse-to-fine alignment and stitching method for spatial omics)
Gao, X., Xu, X., Han, W. & Xu, C.
08/5/24
1 item of Media coverage
Press/Media: Press / Media
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Findings on Machine Learning Discussed by Investigators at King Abdullah University of Science and Technology (KAUST) (Ppml-omics: a Privacy-preserving Federated Machine Learning Method Protects Patients' Privacy In Omic Data)
Gao, X., Han, W., Li, Z., Zhou, L., Zhang, B., Wang, D., Zhou, J., Chen, S. & Wu, Y.
05/3/24
1 item of Media coverage
Press/Media: Press / Media
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Reports from King Abdullah University of Science and Technology (KAUST) Provide New Insights into CDC and FDA (Personalized and Privacy-preserving Federated Heterogeneous Medical Image Analysis With Pppml-hmi)
Gao, X., Han, W., Zhou, L., Wang, D., Zhou, J., Xu, X. & Chu, Y.
02/20/24
1 item of Media coverage
Press/Media: Press / Media