Li, Xiang

On the Convergence of FedAvg on Non-IID Data

Li, X., Huang, K., Yang, W., Wang, S., & Zhang, Z. (2019) · arXiv

Privacy-Preserving Technologies in DataStochastic Gradient Optimization Techniques

Cited by 1,575

Summary of ChatGPT-Related Research and Perspective Towards the Future of Large Language Models

Liu, Y., Han, T., Ma, S., Zhang, J., Yang, Y., Tian, J., He, H., Li, A., He, M., Liu, Z., et al. (2023) · arXiv

Topic ModelingNatural Language Processing Techniques

Cited by 1,172

Summary of ChatGPT-Related research and perspective towards the future of large language models

Liu, Y., Han, T., Ma, S., Zhang, J., Yang, Y., Tian, J., He, H., Li, A., He, M., Liu, Z., et al. (2023) · Meta-Radiology

Topic ModelingNatural Language Processing Techniques

Cited by 855

Federated learning for predicting clinical outcomes in patients with COVID-19

Dayan, I., Roth, H. R., Zhong, A., Harouni, A., Gentili, A., Abidin, A. Z., Liu, A., Costa, A. B., Wood, B. J., Tsai, C.-S., et al. (2021) · Nature Medicine

Machine Learning in HealthcareCOVID-19 diagnosis using AI

Cited by 842

Artificial Intelligence and Machine Learning in Radiology: Opportunities, Challenges, Pitfalls, and Criteria for Success

Thrall, J. H., Li, X., Li, Q., Cruz, C., Do, S., Dreyer, K., & Brink, J. (2018) · Journal of the American College of Radiology

Artificial Intelligence in Healthcare and EducationRadiomics and Machine Learning in Medical Imaging

Cited by 710

MiniGPT-4: Enhancing Vision-Language Understanding with Advanced Large Language Models

Zhu, D., Chen, J., Shen, X., Li, X., & Elhoseiny, M. (2023) · arXiv

Multimodal Machine Learning ApplicationsGenerative Adversarial Networks and Image Synthesis

Cited by 469

Distinct inhibitory circuits orchestrate cortical beta and gamma band oscillations

Chen, G., Zhang, Y., Li, X., Zhao, X., Ye, Q., Lin, Y., Tao, H. W., Rasch, M. J., & Zhang, X. (2017) · Neuron

Neural dynamics and brain functionNeuroscience and Neuropharmacology Research

Cited by 345

A generalist vision-language foundation model for diverse biomedical tasks

Zhang, K., Zhou, R., Adhikarla, E., Yan, Z., Liu, Y., Yu, J., Liu, Z., Chen, X., Davison, B. D., Ren, H., et al. (2024) · Nature Medicine

Multimodal Machine Learning ApplicationsArtificial Intelligence in Healthcare and Education

Cited by 333

The Persistence of Hippocampal-Based Memory Requires Protein Synthesis Mediated by the Prion-like Protein CPEB3

Fioriti, L., Myers, C., Huang, Y.-Y., Li, X., Stephan, J. S., Trifilieff, P., Colnaghi, L., Kosmidis, S., Drisaldi, B., Pavlopoulos, E., et al. (2015) · Neuron

Memory and Neural MechanismsNeuroscience and Neuropharmacology Research

Cited by 221

Evaluating Large Language Models on a Highly-specialized Topic, Radiation Oncology Physics

Holmes, J., Liu, Z., Zhang, L., Ding, Y., Sio, T. T., McGee, L. A., Ashman, J. B., Li, X., Liu, T., Shen, J., et al. (2023) · arXiv

Artificial Intelligence in Healthcare and EducationArtificial Intelligence Applications

Cited by 190

Autonomous deep learning: A genetic DCNN designer for image classification

Ma, B., Li, X., Xia, Y., & Zhang, Y. (2020) · Neurocomputing

Advanced Neural Network ApplicationsEvolutionary Algorithms and Applications

Cited by 120

Differentiate ChatGPT-generated and Human-written Medical Texts

Liao, W., Liu, Z., Dai, H., Xu, S., Wu, Z., Zhang, Y., Huang, X., Zhu, D., Cai, H., Liu, T., et al. (2023) · arXiv

Authorship Attribution and ProfilingTopic Modeling

Cited by 119

Cx22: a new publicly available dataset for deep learning-based segmentation of cervical cytology images

Liu, G., Ding, Q., Luo, H., Sha, M., Li, X., & Ju, M. (2022) · Computers in Biology and Medicine

AI in cancer detectionCell Image Analysis Techniques

Cited by 81

Radiology-GPT: A Large Language Model for Radiology

Liu, Z., Zhong, A., Li, Y., Yang, L., Ju, C., Wu, Z., Ma, C., Shu, P., Chen, C., Kim, S., et al. (2023) · arXiv

Artificial Intelligence in Healthcare and EducationMultimodal Machine Learning Applications

Cited by 59

The antidepressant effect of light therapy from retinal projections.

Li, X., & Li, X. (2018) · Neuroscience Bulletin

Circadian rhythm and melatoninTreatment of Major Depression

Cited by 47

Distinctive anti-inflammatory effects of resveratrol, dihydroresveratrol, and 3-(4-hydroxyphenyl)-propionic acid on DSS-induced colitis in pseudo-germ-free mice

Zhang, B., Zhang, Y., Liu, X., Zhao, C., Yin, J., Li, X., Zhang, X., Wang, J., & Wang, S. (2023) · Food Chemistry

Sirtuins and Resveratrol in MedicineGut microbiota and health

Cited by 47

Multimodal Approaches for Alzheimer’s Detection Using Patients’ Speech and Transcript

Cai, H., Huang, X., Liu, Z., Liao, W., Dai, H., Wu, Z., Zhu, D., Ren, H., Li, Q., Liu, T., et al. (2023) · Lecture Notes in Computer Science

Dementia and Cognitive Impairment ResearchSpeech Recognition and Synthesis

Cited by 22

CE-GAN: community evolutionary generative adversarial network for Alzheimer's disease risk prediction

Bi, X.-A., Yang, Z., Huang, Y., Xing, Z., Xu, L., Wu, Z., Liu, Z., Li, X., & Liu, T. (2024) · IEEE Transactions on Medical Imaging

Dementia and Cognitive Impairment ResearchFunctional Brain Connectivity Studies

Cited by 16

LiveMedBench: A Contamination-Limited Medical Benchmark for LLMs with Automated Rubric Evaluation

Yan, Z., Song, D., Fang, Z., Ji, Y., Li, X., Li, Q., & Sun, L. (2026) · Proceedings of the 32nd ACM SIGKDD Conference on Knowledge Discovery and Data Mining V.2

Artificial Intelligence in Healthcare and EducationMachine Learning in Healthcare

Cited by 0