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2020 – today
- 2024
[j9]Xiaopeng Xu
, Chencheng Xu, Wenjia He, Lesong Wei, Haoyang Li, Juexiao Zhou, Ruochi Zhang, Yu Wang, Yuanpeng Xiong, Xin Gao:
HELM-GPT: de novo macrocyclic peptide design using generative pre-trained transformer. Bioinform. 40(6) (2024)- [j8]Juexiao Zhou, Longxi Zhou, Di Wang, Xiaopeng Xu, Haoyang Li, Yuetan Chu, Wenkai Han, Xin Gao:
Personalized and privacy-preserving federated heterogeneous medical image analysis with PPPML-HMI. Comput. Biol. Medicine 169: 107861 (2024) - [j7]Siyuan Chen, Kaichuang Zhang, Jingdong Hu, Na Li, Ao Xu, Haoyang Li, Juexiao Zhou, Chao Huang, Yongguo Yu, Xin Gao:
KaryoXpert: An accurate chromosome segmentation and classification framework for karyotyping analysis without training with manually labeled metaphase-image mask annotations. Comput. Biol. Medicine 177: 108601 (2024) - [i8]Yuetan Chu, Gongning Luo, Longxi Zhou, Shaodong Cao, Guolin Ma, Xianglin Meng, Juexiao Zhou, Changchun Yang, Dexuan Xie, Ricardo Henao, Xigang Xiao, Lianming Wu, Zhaowen Qiu, Xin Gao:
Deep learning-driven pulmonary arteries and veins segmentation reveals demography-associated pulmonary vasculature anatomy. CoRR abs/2404.07671 (2024) - [i7]Juexiao Zhou, Liyuan Sun, Yan Xu, Wenbin Liu, Shawn Afvari, Zhongyi Han, Jiaoyan Song, Yongzhi Ji, Xiaonan He, Xin Gao:
SkinCAP: A Multi-modal Dermatology Dataset Annotated with Rich Medical Captions. CoRR abs/2405.18004 (2024) - [i6]Xiuying Chen, Tairan Wang, Taicheng Guo, Kehan Guo, Juexiao Zhou, Haoyang Li, Mingchen Zhuge, Jürgen Schmidhuber, Xin Gao, Xiangliang Zhang:
ScholarChemQA: Unveiling the Power of Language Models in Chemical Research Question Answering. CoRR abs/2407.16931 (2024) - 2023
- [j6]Xiaopeng Xu, Tiantian Xu, Juexiao Zhou, Xingyu Liao, Ruochi Zhang, Yu Wang, Lu Zhang, Xin Gao:
AB-Gen: Antibody Library Design with Generative Pre-Trained Transformer and Deep Reinforcement Learning. Genom. Proteom. Bioinform. 21(5): 1043-1053 (2023) - [i5]Juexiao Zhou, Haoyang Li, Xingyu Liao, Bin Zhang, Wenjia He, Zhongxiao Li, Longxi Zhou, Xin Gao:
Audit to Forget: A Unified Method to Revoke Patients' Private Data in Intelligent Healthcare. CoRR abs/2302.09813 (2023) - [i4]Juexiao Zhou, Longxi Zhou, Di Wang, Xiaopeng Xu, Haoyang Li, Yuetan Chu, Wenkai Han, Xin Gao:
Personalized and privacy-preserving federated heterogeneous medical image analysis with PPPML-HMI. CoRR abs/2302.11571 (2023) - [i3]Juexiao Zhou, Xin Gao:
SkinGPT: A Dermatology Diagnostic System with Vision Large Language Model. CoRR abs/2304.10691 (2023) - [i2]Juexiao Zhou, Xiuying Chen, Xin Gao:
Path to Medical AGI: Unify Domain-specific Medical LLMs with the Lowest Cost. CoRR abs/2306.10765 (2023) - [i1]Juexiao Zhou, Bin Zhang, Xiuying Chen, Haoyang Li, Xiaopeng Xu, Siyuan Chen, Xin Gao:
Automated Bioinformatics Analysis via AutoBA. CoRR abs/2309.03242 (2023) - 2022
- [j5]Haoyang Li, Hanmin Li, Juexiao Zhou, Xin Gao:
SD2: spatially resolved transcriptomics deconvolution through integration of dropout and spatial information. Bioinform. 38(21): 4878-4884 (2022) - [j4]Zhongxiao Li, Yisheng Li, Bin Zhang, Yu Li, Yongkang Long, Juexiao Zhou, Xudong Zou, Min Zhang, Yuhui Hu, Wei Chen, Xin Gao:
DeeReCT-APA: Prediction of Alternative Polyadenylation Site Usage Through Deep Learning. Genom. Proteom. Bioinform. 20(3): 483-495 (2022) - [j3]Juexiao Zhou, Bin Zhang, Haoyang Li, Longxi Zhou, Zhongxiao Li, Yongkang Long, Wenkai Han, Meng-Ran Wang, Huanhuan Cui, Jingjing Li, Wei Chen, Xin Gao:
Annotating TSSs in Multiple Cell Types Based on DNA Sequence and RNA-seq Data via DeeReCT-TSS. Genom. Proteom. Bioinform. 20(5): 959-973 (2022) - [j2]Longxi Zhou, Xianglin Meng, Yuxin Huang, Kai Kang, Juexiao Zhou, Yuetan Chu, Haoyang Li, Dexuan Xie, Jiannan Zhang, Weizhen Yang, Na Bai, Yi Zhao, Mingyan Zhao, Guohua Wang, Lawrence Carin, Xigang Xiao, Kaijiang Yu, Zhaowen Qiu, Xin Gao:
An interpretable deep learning workflow for discovering subvisual abnormalities in CT scans of COVID-19 inpatients and survivors. Nat. Mach. Intell. 4(5): 494-503 (2022) - 2020
- [j1]Longxi Zhou, Zhongxiao Li, Juexiao Zhou, Haoyang Li, Yupeng Chen, Yuxin Huang, Dexuan Xie, Lintao Zhao, Ming Fan, Shahrukh Hashmi, Faisal Abdelkareem, Riham Eiada, Xigang Xiao, Lihua Li, Zhaowen Qiu, Xin Gao:
A Rapid, Accurate and Machine-Agnostic Segmentation and Quantification Method for CT-Based COVID-19 Diagnosis. IEEE Trans. Medical Imaging 39(8): 2638-2652 (2020) - [c1]Haoyang Li, Juexiao Zhou, Yi Zhou, Jie Chen, Feng Gao, Ying Xu, Xin Gao:
Automatic and Interpretable Model for Periodontitis Diagnosis in Panoramic Radiographs. MICCAI (2) 2020: 454-463
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