Juexiao Zhou

According to our database, Juexiao Zhou authored at least 27 papers between 2020 and 2026.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of four.

2026

SkinGPT-X: A Self-Evolving Collaborative Multi-Agent System for Transparent and Trustworthy Dermatological Diagnosis.

Zhangtianyi Chen, Yuhao Shen, Florensia Widjaja, Yan Xu, Liyuan Sun, Zijian Wang, Hongyi Chen, Wufei Dai, Juexiao Zhou

CoRR, March, 2026

A Vision-Language Foundation Model for Zero-shot Clinical Collaboration and Automated Concept Discovery in Dermatology.

Siyuan Yan, Xieji Li, Dan Mo, Philipp Tschandl, Yiwen Jiang, Zhonghua Wang, Ming Hu, Lie Ju, Cristina Vico-Alonso, Yizhen Zheng, Jiahe Liu, Juexiao Zhou, Camilla Chello, Jen G. Cheung, Julien Anriot, Luc Thomas, Clare Primiero, Gin Tan, Aik Beng Ng, Simon See, Xiaoying Tang, Albert Ip, Xiaoyang Liao, Adrian Bowling, Martin Haskett, Shuang Zhao, Monika Janda, H. Peter Soyer, Victoria Mar, Harald Kittler, Zongyuan Ge

CoRR, February, 2026

Honesty-Aware Multi-Agent Framework for High-Fidelity Synthetic Data Generation in Digital Psychiatric Intake Doctor-Patient Interactions.

Xinyuan Zhang, Zijian Wang, Chang Dao, Juexiao Zhou

CoRR, January, 2026

2025

SkinGPT-R1: Adapter-Only Dual Distillation for Efficient Dermatology Reasoning.

Yuhao Shen, Jiahe Qian, Zhangtianyi Chen, Yuanhao He, Juexiao Zhou

CoRR, November, 2025

CoTBox-TTT: Grounding Medical VQA with Visual Chain-of-Thought Boxes During Test-time Training.

Jiahe Qian, Yuhao Shen, Zhangtianyi Chen, Juexiao Zhou, Peisong Wang

CoRR, November, 2025

Towards Trustworthy Dermatology MLLMs: A Benchmark and Multimodal Evaluator for Diagnostic Narratives.

Yuhao Shen, Jiahe Qian, Shuping Zhang, Zhangtianyi Chen, Tao Lu, Juexiao Zhou

CoRR, November, 2025

BioinfoMCP: A Unified Platform Enabling MCP Interfaces in Agentic Bioinformatics.

Florensia Widjaja, Zhangtianyi Chen, Juexiao Zhou

CoRR, October, 2025

Facial Foundational Model Advances Early Warning of Coronary Artery Disease from Live Videos with DigitalShadow.

Juexiao Zhou, Zhongyi Han, Mankun Xin, Xingwei He, Guotao Wang, Jiaoyan Song, Gongning Luo, Wenjia He, Xintong Li, Yuetan Chu, Juanwen Chen, Bo Wang, Xia Wu, Wenwen Duan, Zhixia Guo, Liyan Bai, Yilin Pan, Xuefei Bi, Lu Liu, Long Feng, Xiaonan He, Xin Gao

CoRR, June, 2025

Evaluating and mitigating bias in AI-based medical text generation.

Xiuying Chen, Tairan Wang, Juexiao Zhou, Zirui Song, Xin Gao, Xiangliang Zhang

Nat. Comput. Sci., May, 2025

Streamline automated biomedical discoveries with agentic bioinformatics.

Juexiao Zhou, Jindong Jiang, Zhongyi Han, Zijian Wang, Xin Gao

Briefings Bioinform., 2025

2024

Personalized and privacy-preserving federated heterogeneous medical image analysis with PPPML-HMI.

Juexiao Zhou, Longxi Zhou, Di Wang, Xiaopeng Xu, Haoyang Li, Yuetan Chu, Wenkai Han, Xin Gao

Comput. Biol. Medicine, February, 2024

ScholarChemQA: Unveiling the Power of Language Models in Chemical Research Question Answering.

Xiuying Chen, Tairan Wang, Taicheng Guo, Kehan Guo, Juexiao Zhou, Haoyang Li, Mingchen Zhuge, Jürgen Schmidhuber, Xin Gao, Xiangliang Zhang

CoRR, 2024

SkinCAP: A Multi-modal Dermatology Dataset Annotated with Rich Medical Captions.

Juexiao Zhou, Liyuan Sun, Yan Xu, Wenbin Liu, Shawn Afvari, Zhongyi Han, Jiaoyan Song, Yongzhi Ji, Xiaonan He, Xin Gao

CoRR, 2024

Deep learning-driven pulmonary arteries and veins segmentation reveals demography-associated pulmonary vasculature anatomy.

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

CoRR, 2024

KaryoXpert: An accurate chromosome segmentation and classification framework for karyotyping analysis without training with manually labeled metaphase-image mask annotations.

Siyuan Chen, Kaichuang Zhang, Jingdong Hu, Na Li, Ao Xu, Haoyang Li, Juexiao Zhou, Chao Huang, Yongguo Yu, Xin Gao

Comput. Biol. Medicine, 2024

HELM-GPT: <i>de novo</i> macrocyclic peptide design using generative pre-trained transformer.

Xiaopeng Xu, Chencheng Xu, Wenjia He, Lesong Wei, Haoyang Li, Juexiao Zhou, Ruochi Zhang, Yu Wang, Yuanpeng Xiong, Xin Gao

Bioinform., 2024

2023

AB-Gen: Antibody Library Design with Generative Pre-Trained Transformer and Deep Reinforcement Learning.

Xiaopeng Xu, Tiantian Xu, Juexiao Zhou, Xingyu Liao, Ruochi Zhang, Yu Wang, Lu Zhang, Xin Gao

Genom. Proteom. Bioinform., 2023

Automated Bioinformatics Analysis via AutoBA.

Juexiao Zhou, Bin Zhang, Xiuying Chen, Haoyang Li, Xiaopeng Xu, Siyuan Chen, Xin Gao

CoRR, 2023

Path to Medical AGI: Unify Domain-specific Medical LLMs with the Lowest Cost.

Juexiao Zhou, Xiuying Chen, Xin Gao

CoRR, 2023

SkinGPT: A Dermatology Diagnostic System with Vision Large Language Model.

Juexiao Zhou, Xin Gao

CoRR, 2023

Audit to Forget: A Unified Method to Revoke Patients' Private Data in Intelligent Healthcare.

Juexiao Zhou, Haoyang Li, Xingyu Liao, Bin Zhang, Wenjia He, Zhongxiao Li, Longxi Zhou, Xin Gao

CoRR, 2023

2022

Annotating TSSs in Multiple Cell Types Based on DNA Sequence and RNA-seq Data via DeeReCT-TSS.

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

Genom. Proteom. Bioinform., October, 2022

SD2: spatially resolved transcriptomics deconvolution through integration of dropout and spatial information.

Haoyang Li, Hanmin Li, Juexiao Zhou, Xin Gao

Bioinform., October, 2022

An interpretable deep learning workflow for discovering subvisual abnormalities in CT scans of COVID-19 inpatients and survivors.

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

Nat. Mach. Intell., 2022

DeeReCT-APA: Prediction of Alternative Polyadenylation Site Usage Through Deep Learning.

Zhongxiao Li, Yisheng Li, Bin Zhang, Yu Li, Yongkang Long, Juexiao Zhou, Xudong Zou, Min Zhang, Yuhui Hu, Wei Chen, Xin Gao

Genom. Proteom. Bioinform., 2022

2020

A Rapid, Accurate and Machine-Agnostic Segmentation and Quantification Method for CT-Based COVID-19 Diagnosis.

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

IEEE Trans. Medical Imaging, 2020

Automatic and Interpretable Model for Periodontitis Diagnosis in Panoramic Radiographs.

Haoyang Li, Juexiao Zhou, Yi Zhou, Jie Chen, Feng Gao, Ying Xu, Xin Gao

Proceedings of the Medical Image Computing and Computer Assisted Intervention - MICCAI 2020, 2020