43 citations · 121 across the 9 of their papers we have counts for
9 papers
Facial Foundational Model Advances Early Warning of Coronary Artery Disease from Live Videos with DigitalShadow
Juexiao Zhou, Zhongyi Han, Mankun Xin +19
Global population aging presents increasing challenges to healthcare systems, with coronary artery disease (CAD) responsible for approximately 17.8 million deaths annually, making…
Evaluating and Mitigating Bias in AI-Based Medical Text Generation
Xiuying Chen, Tairan Wang, Juexiao Zhou +3
Artificial intelligence (AI) systems, particularly those based on deep learning models, have increasingly achieved expert-level performance in medical applications. However, there…
ScholarChemQA: Unveiling the Power of Language Models in Chemical Research Question Answering
Xiuying Chen, Tairan Wang, Taicheng Guo +7
Question Answering (QA) effectively evaluates language models' reasoning and knowledge depth. While QA datasets are plentiful in areas like general domain and biomedicine, academic…
Deep learning-driven pulmonary artery and vein segmentation reveals demography-associated vasculature anatomical differences
Yuetan Chu, Gongning Luo, Longxi Zhou +13
Pulmonary artery-vein segmentation is crucial for disease diagnosis and surgical planning and is traditionally achieved by Computed Tomography Pulmonary Angiography (CTPA). However…
Automated Bioinformatics Analysis via AutoBA
Juexiao Zhou, Bin Zhang, Xiuying Chen +4
With the fast-growing and evolving omics data, the demand for streamlined and adaptable tools to handle the analysis continues to grow. In response to this need, we introduce Auto…
Path to Medical AGI: Unify Domain-specific Medical LLMs with the Lowest Cost
Juexiao Zhou, Xiuying Chen, Xin Gao
Medical artificial general intelligence (AGI) is an emerging field that aims to develop systems specifically designed for medical applications that possess the ability to understan…
SkinGPT-4: An Interactive Dermatology Diagnostic System with Visual Large Language Model
Juexiao Zhou, Xiaonan He, Liyuan Sun +7
Skin and subcutaneous diseases rank high among the leading contributors to the global burden of nonfatal diseases, impacting a considerable portion of the population. Nonetheless,…
Personalized and privacy-preserving federated heterogeneous medical image analysis with PPPML-HMI
Juexiao Zhou, Longxi Zhou, Di Wang +5
Heterogeneous data is endemic due to the use of diverse models and settings of devices by hospitals in the field of medical imaging. However, there are few open-source frameworks f…
Audit to Forget: A Unified Method to Revoke Patients' Private Data in Intelligent Healthcare
Juexiao Zhou, Haoyang Li, Xingyu Liao +5
Revoking personal private data is one of the basic human rights, which has already been sheltered by several privacy-preserving laws in many countries. However, with the developmen…