Publications by authors named "Kaitai Han"

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SpaOmicsVAE: A deep learning framework for integrative analysis of spatial multi-omics data.
Zhiwei Zhang, Mengqiu Wang, Xinxin Zhang, Ruoyan Dai, Zhenghui Wang, Kaitai Han

Comput Methods Programs Biomed· November 2025

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Multimodal deep learning for immunotherapy response prediction and biomarker discovery in non-small cell lung cancer.
Zijun Wang, Xi Liu, Kaitai Han, Lixin Lei, Chaojing Shi

J Am Med Inform Assoc· November 2025

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GraphCellNet: A deep learning method for integrated single-cell and spatial transcriptomic analysis with applications in development and disease.
Ruoyan Dai, Zhenghui Wang, Zhiwei Zhang, Lixin Lei, Mengqiu Wang, Kaitai Han, Jirui Zhang

J Mol Med (Berl)· September 2025

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KanCell: dissecting cellular heterogeneity in biological tissues through integrated single-cell and spatial transcriptomics.
Zhenghui Wang, Ruoyan Dai, Mengqiu Wang, Lixin Lei, Zhiwei Zhang, Kaitai Han

J Genet Genomics· May 2025

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Enhanced inhibitor-kinase affinity prediction via integrated multimodal analysis of drug molecule and protein sequence features.
Zhenxing Li, Kaitai Han, Zijun Wang, Lixin Lei, Zhenghui Wang, Zhiwei Zhang

Int J Biol Macromol· May 2025

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VARGG: a deep learning framework advancing precise spatial domain identification and cellular heterogeneity analysis in spatial transcriptomics.
Mengqiu Wang, Zhiwei Zhang, Lixin Lei, Kaitai Han, Zhenghui Wang

Brief Funct Genomics· January 2025

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GraphCVAE: Uncovering cell heterogeneity and therapeutic target discovery through residual and contrastive learning.
Zhiwei Zhang, Mengqiu Wang, Ruoyan Dai, Zhenghui Wang, Lixin Lei, Kaitai Han

Life Sci· December 2024

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Fast Real-Time Brain Tumor Detection Based on Stimulated Raman Histology and Self-Supervised Deep Learning Model.
Zijun Wang, Kaitai Han, Wu Liu, Zhenghui Wang, Chaojing Shi

J Imaging Inform Med· June 2024

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Enhancing subcellular protein localization mapping analysis using Sc2promap utilizing attention mechanisms.
Kaitai Han, Xi Liu, Guocheng Sun, Zijun Wang, Chaojing Shi

Biochim Biophys Acta Gen Subj· June 2024

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Advancing microplastic surveillance through photoacoustic imaging and deep learning techniques.
Mengyuan Huang, Kaitai Han, Wu Liu, Zijun Wang, Xi Liu

J Hazard Mater· May 2024

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Innovative methods for microplastic characterization and detection: Deep learning supported by photoacoustic imaging and automated pre-processing data.
Kaitai Han, Mengyuan Huang, Zhenghui Wang, Chaojing Shi, Zijun Wang

J Environ Manage· May 2024

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Attention-guided variational graph autoencoders reveal heterogeneity in spatial transcriptomics.
Lixin Lei, Kaitai Han, Zijun Wang, Chaojing Shi, Zhenghui Wang, Zhiwei Zhang

Brief Bioinform· March 2024

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Unveiling precision: a data-driven approach to enhance photoacoustic imaging with sparse data.
Mengyuan Huang, Wu Liu, Guocheng Sun, Chaojing Shi, Xi Liu, Kaitai Han

Biomed Opt Express· January 2024

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