王磊｜山东中医药大学｜学者主页

2026

MedScope: Incentivizing "Think with Videos" for Clinical Reasoning via Coarse-to-Fine Tool Calling

Wenjie Li, Yujie Zhang, Haoran Sun, Xingqi He, Hongcheng Gao, Chenglong Ma, Ming Hu, Guankun Wang, Shiyi Yao, Renhao Yang, Hongliang Ren, Lei Wang, Junjun He, Yankai Jiang

arXiv preprint

2026

A Safety-Gated Multimodal AI Backend for Mental-Health Support: Hierarchical State Representation, Conservative Risk Fusion, and Controlled Generation in Anian

Lei Wang, Xiao Wang, Lei Li

arXiv preprint

2026

Evidence-Grounded AI for Musculoskeletal Care

Wenjie Li, Yujie Zhang, Fanrui Zhang, Haoran Sun, Renhao Yang, Junjun He, Weiran Huang, Yuanfeng Ji, Chenrun Wang, Kailing Wang, Hongcheng Gao, Kaipeng Zhang, Hanyu Wang, Angela Lin Wang, Xingqi He, Yilin Huang, Shiyi Yao, Lilong Wang, Yankai Jiang, Yirong Chen, Chenglong Ma, Jiyao Liu, Ming Hu, Gen Li, Yidong Xu, Chengyu Zhuang, Jiawei Liu, Yin Zhang, Lequan Yu, Lu Chen, Yinpeng Dong, Lei Liu, Carlos Gutierrez Sanroman, Yu Qiao, Weijie Ma, Xiaosong Wang, Lei Wang

arXiv preprint

2026

Graph-Supervised Hierarchical Clinical Alignment for Radiology Report Generation with Large Language Models

Yingshu Li, Yunyi Liu, Zhanyu Wang, Zailong Chen, Lingqiao Liu, Lei Wang, Luping Zhou

arXiv preprint

2026

RePose: A Real-Time 3D Human Pose Estimation and Biomechanical Analysis Framework for Rehabilitation

Junxiao Xue, Pavel Smirnov, Ziao Li, Yunyun Shi, Shi Chen, Xinyi Yin, Xiaohan Yue, Lei Wang, Yiduo Wang, Feng Lin, Yijia Chen, Xiao Ma, Xiaoran Yan, Qing Zhang, Fengjian Xue, Xuecheng Wu

arXiv preprint

2026

Suppressing Prior-Comparison Hallucinations in Radiology Report Generation via Semantically Decoupled Latent Steering

Ao Li, Rui Liu, Mingjie Li, Sheng Liu, Lei Wang, Xiaodan Liang, Lina Yao, Xiaojun Chang, Lei Xing

arXiv preprint

2026

Seeing What Matters: Lesion-Aware High-Resolution Patch Discovery and Fusion for Chest X-ray Report Generation

Yingshu Li, Yunyi Liu, Zhenghao Chen, Tong Chen, Zailong Chen, Lingqiao Liu, Lei Wang, Luping Zhou

arXiv preprint

2026

AccLock: Unlocking Identity with Heartbeat Using In-Ear Accelerometers

Lei Wang, Jiangxuan Shen, Xi Zhang, Dalin Zhang, Jingyu Li, Haipeng Dai, Chenren Xu, Daqing Zhang, He Huang

arXiv preprint

2026

DRRG: A Discrete Diffusion Framework for Radiology Report Generation

Shaoyang Zhoua, Yingshu Li, Yunyi Liu, Lijun Pu, Lingqiao Liu, Lei Wang, Luping Zhou

arXiv preprint

2026

One Sequence, Many Decodings: CAGenMol-2 Recasts Drug Design as Masked Molecular Inference

Yanting Li, Enyan Dai, Lei Wang, Wen-Cai Ye, Li Liu

arXiv preprint

2025

Transfer Learning Strategies for Pathological Foundation Models: A Systematic Evaluation in Brain Tumor Classification

Ken Enda, Yoshitaka Oda, Zen-ichi Tanei, Kenichi Satoh, Hiroaki Motegi, Terasaka Shunsuke, Shigeru Yamaguchi, Takahiro Ogawa, Wang Lei, Masumi Tsuda, Shinya Tanaka

arXiv preprint

2025

Multi-Agent Intelligence for Multidisciplinary Decision-Making in Gastrointestinal Oncology

Rongzhao Zhang, Junqiao Wang, Shuyun Yang, Mouxiao Bian, Chihao Zhang, Dongyang Wang, Qiujuan Yan, Yun Zhong, Yuwei Bai, Guanxu Zhu, Kangkun Mao, Miao Wang, Chao Ding, Renjie Lu, Lei Wang, Lei Zheng, Tao Zheng, Xi Wang, Zhuo Fan, Bing Han, Meiling Liu, Luyi Jiang, Dongming Shan, Wenzhong Jin, Jiwei Yu, Zheng Wang, Jie Xu, Meng Luo

arXiv preprint

2025

A Review of Longitudinal Radiology Report Generation: Dataset Composition, Methods, and Performance Evaluation

Shaoyang Zhou, Yingshu Li, Yunyi Liu, Lingqiao Liu, Lei Wang, Luping Zhou

arXiv preprint

2025

A Lightweight Multi-Scale Attention Framework for Real-Time Spinal Endoscopic Instance Segmentation

Qi Lai, JunYan Li, Qiang Cai, Lei Wang, Tao Yan, XiaoKun Liang

arXiv preprint

2025

S-RRG-Bench: Structured Radiology Report Generation with Fine-Grained Evaluation Framework

Yingshu Li, Yunyi Liu, Zhanyu Wang, Xinyu Liang, Lingqiao Liu, Lei Wang, Luping Zhou

arXiv preprint

2025

CCSD: Cross-Modal Compositional Self-Distillation for Robust Brain Tumor Segmentation with Missing Modalities

Dongqing Xie, Yonghuang Wu, Zisheng Ai, Jun Min, Zhencun Jiang, Shaojin Geng, Lei Wang

arXiv preprint

2025

Ontology- and LLM-based Data Harmonization for Federated Learning in Healthcare

Natallia Kokash, Lei Wang, Thomas H. Gillespie, Adam Belloum, Paola Grosso, Sara Quinney, Lang Li, Bernard de Bono

arXiv preprint

2025

DiaLLMs: EHR Enhanced Clinical Conversational System for Clinical Test Recommendation and Diagnosis Prediction

Weijieying Ren, Tianxiang Zhao, Lei Wang, Tianchun Wang, Vasant Honavar

arXiv preprint

2025

HSA-Net: Hierarchical and Structure-Aware Framework for Efficient and Scalable Molecular Language Modeling

Zihang Shao, Wentao Lei, Lei Wang, Wencai Ye, Li Liu

arXiv preprint

2025

CX-Mind: A Pioneering Multimodal Large Language Model for Interleaved Reasoning in Chest X-ray via Curriculum-Guided Reinforcement Learning

Wenjie Li, Yujie Zhang, Haoran Sun, Yueqi Li, Fanrui Zhang, Mengzhe Xu, Victoria Borja Clausich, Sade Mellin, Renhao Yang, Chenrun Wang, Jethro Zih-Shuo Wang, Shiyi Yao, Gen Li, Yidong Xu, Hanyu Wang, Yilin Huang, Angela Lin Wang, Chen Shi, Yin Zhang, Jianan Guo, Luqi Yang, Renxuan Li, Yang Xu, Jiawei Liu, Yao Zhang, Lei Liu, Carlos Gutiérrez SanRomán, Lei Wang

arXiv preprint

2025

Quantum-Enhanced Multi-Task Learning with Learnable Weighting for Pharmacokinetic and Toxicity Prediction

Han Zhang, Fengji Ma, Jiamin Su, Xinyue Yang, Lei Wang, Wen-Cai Ye, Li Liu

arXiv preprint

2025

RadReason: Radiology Report Evaluation Metric with Reasons and Sub-Scores

Yingshu Li, Yunyi Liu, Lingqiao Liu, Lei Wang, Luping Zhou

arXiv preprint

2025

FreqSelect: Frequency-Aware fMRI-to-Image Reconstruction

Junliang Ye, Lei Wang, Md Zakir Hossain

arXiv preprint

2025

Truncated Gaussian copula principal component analysis with application to pediatric acute lymphoblastic leukemia patients' gut microbiome

Lei Wang, Yang Ni, Irina Gaynanova

arXiv preprint

2024

MRScore: Evaluating Radiology Report Generation with LLM-based Reward System

Yunyi Liu, Zhanyu Wang, Yingshu Li, Xinyu Liang, Lingqiao Liu, Lei Wang, Luping Zhou

arXiv preprint

2024

ReFINE: A Reward-Based Framework for Interpretable and Nuanced Evaluation of Radiology Report Generation

Yunyi Liu, Yingshu Li, Zhanyu Wang, Xinyu Liang, Lingqiao Liu, Lei Wang, Luping Zhou

arXiv preprint

2024

Neural Modulation Alteration to Positive and Negative Emotions in Depressed Patients: Insights from fMRI Using Positive/Negative Emotion Atlas

Yu Feng, Weiming Zeng, Yifan Xie, Hongyu Chen, Lei Wang, Yingying Wang, Hongjie Yan, Kaile Zhang, Ran Tao, Wai Ting Siok, Nizhuan Wang

arXiv preprint

DOI

2024

EEG Emotion Copilot: Optimizing Lightweight LLMs for Emotional EEG Interpretation with Assisted Medical Record Generation

Hongyu Chen, Weiming Zeng, Chengcheng Chen, Luhui Cai, Fei Wang, Yuhu Shi, Lei Wang, Wei Zhang, Yueyang Li, Hongjie Yan, Wai Ting Siok, Nizhuan Wang

arXiv preprint

DOI

2024

A novel brain registration model combining structural and functional MRI information

Baolong Li, Yuhu Shi, Lei Wang, Weiming Zeng, Changming Zhu

arXiv preprint

2024

KARGEN: Knowledge-enhanced Automated Radiology Report Generation Using Large Language Models

Yingshu Li, Zhanyu Wang, Yunyi Liu, Lei Wang, Lingqiao Liu, Luping Zhou

arXiv preprint

2024

MHNet: Multi-view High-order Network for Diagnosing Neurodevelopmental Disorders Using Resting-state fMRI

Yueyang Li, Weiming Zeng, Wenhao Dong, Luhui Cai, Lei Wang, Hongyu Chen, Hongjie Yan, Lingbin Bian, Nizhuan Wang

arXiv preprint

2024

Weakly-Supervised Learning via Multi-Lateral Decoder Branching for Tool Segmentation in Robot-Assisted Cardiovascular Catheterization

Olatunji Mumini Omisore, Toluwanimi Akinyemi, Anh Nguyen, Lei Wang

arXiv preprint

2024

Beyond ESM2: Graph-Enhanced Protein Sequence Modeling with Efficient Clustering

Shujian Jiao, Bingxuan Li, Lei Wang, Xiaojin Zhang, Wei Chen, Jiajie Peng, Zhongyu Wei

arXiv preprint

2024

You Only Acquire Sparse-channel (YOAS): A Unified Framework for Dense-channel EEG Generation

Hongyu Chen, Weiming Zeng, Luhui Cai, Lei Wang, Jia Lu, Yueyang Li, Hongjie Yan, Wai Ting Siok, Nizhuan Wang

arXiv preprint

2023

Automatic Radiology Report Generation by Learning with Increasingly Hard Negatives

Bhanu Prakash Voutharoja, Lei Wang, Luping Zhou

arXiv preprint

2023

R2GenGPT: Radiology Report Generation with Frozen LLMs

Zhanyu Wang, Lingqiao Liu, Lei Wang, Luping Zhou

arXiv preprint

2023

A Systematic Evaluation of GPT-4V's Multimodal Capability for Medical Image Analysis

Yingshu Li, Yunyi Liu, Zhanyu Wang, Xinyu Liang, Lei Wang, Lingqiao Liu, Leyang Cui, Zhaopeng Tu, Longyue Wang, Luping Zhou

arXiv preprint

2023

METransformer: Radiology Report Generation by Transformer with Multiple Learnable Expert Tokens

Zhanyu Wang, Lingqiao Liu, Lei Wang, Luping Zhou

arXiv preprint

2022

A Medical Semantic-Assisted Transformer for Radiographic Report Generation

Zhanyu Wang, Mingkang Tang, Lei Wang, Xiu Li, Luping Zhou

arXiv preprint

2022

Machine Learning Based Multimodal Neuroimaging Genomics Dementia Score for Predicting Future Conversion to Alzheimer's Disease

Ghazal Mirabnahrazam, Da Ma, Sieun Lee, Karteek Popuri, Hyunwoo Lee, Jiguo Cao, Lei Wang, James E Galvin, Mirza Faisal Beg, the Alzheimer's Disease Neuroimaging Initiative

arXiv preprint

DOI

2022

Contrastive Centroid Supervision Alleviates Domain Shift in Medical Image Classification

Wenshuo Zhou, Dalu Yang, Binghong Wu, Yehui Yang, Junde Wu, Xiaorong Wang, Lei Wang, Haifeng Huang, Yanwu Xu

arXiv preprint

2022

Predicting Time-to-conversion for Dementia of Alzheimer's Type using Multi-modal Deep Survival Analysis

Ghazal Mirabnahrazam, Da Ma, Cédric Beaulac, Sieun Lee, Karteek Popuri, Hyunwoo Lee, Jiguo Cao, James E Galvin, Lei Wang, Mirza Faisal Beg, the Alzheimer's Disease Neuroimaging Initiative

arXiv preprint

DOI

2022

Topological EEG Nonlinear Dynamics Analysis for Emotion Recognition

Yan Yan, Xuankun Wu, Chengdong Li, Yini He, Zhicheng Zhang, Huihui Li, Ang Li, Lei Wang

arXiv preprint

DOI

2021

A Novel Sample-efficient Deep Reinforcement Learning with Episodic Policy Transfer for PID-Based Control in Cardiac Catheterization Robots

Olatunji Mumini Omisore, Toluwanimi Akinyemi, Wenke Duan, Wenjing Du, Lei Wang

arXiv preprint

2021

A Novel Framework Integrating AI Model and Enzymological Experiments Promotes Identification of SARS-CoV-2 3CL Protease Inhibitors and Activity-based Probe

Fan Hu, Lei Wang, Yishen Hu, Dongqi Wang, Weijie Wang, Jianbing Jiang, Nan Li, Peng Yin

arXiv preprint

DOI

2021

Hybrid gene selection approach using XGBoost and multi-objective genetic algorithm for cancer classification

Xiongshi Deng, Min Li, Shaobo Deng, Lei Wang

arXiv preprint

2020

w-Net: Dual Supervised Medical Image Segmentation Model with Multi-Dimensional Attention and Cascade Multi-Scale Convolution

Bo Wang, Lei Wang, Junyang Chen, Zhenghua Xu, Thomas Lukasiewicz, Zhigang Fu

arXiv preprint

2020

Robust Collaborative Learning of Patch-level and Image-level Annotations for Diabetic Retinopathy Grading from Fundus Image

Yehui Yang, Fangxin Shang, Binghong Wu, Dalu Yang, Lei Wang, Yanwu Xu, Wensheng Zhang, Tianzhu Zhang

arXiv preprint

2020

Biomedical named entity recognition using BERT in the machine reading comprehension framework

Cong Sun, Zhihao Yang, Lei Wang, Yin Zhang, Hongfei Lin, Jian Wang

arXiv preprint

2020

Robust Retinal Vessel Segmentation from a Data Augmentation Perspective

Xu Sun, Huihui Fang, Yehui Yang, Dongwei Zhu, Lei Wang, Junwei Liu, Yanwu Xu

arXiv preprint

DOI

2020

ASMFS: Adaptive-Similarity-based Multi-modality Feature Selection for Classification of Alzheimer's Disease

Yuang Shi, Chen Zu, Mei Hong, Luping Zhou, Lei Wang, Xi Wu, Jiliu Zhou, Daoqiang Zhang, Yan Wang

arXiv preprint

DOI

2020

Residual-CycleGAN based Camera Adaptation for Robust Diabetic Retinopathy Screening

Dalu Yang, Yehui Yang, Tiantian Huang, Binghong Wu, Lei Wang, Yanwu Xu

arXiv preprint

2019

A Semantic-based Medical Image Fusion Approach

Fanda Fan, Yunyou Huang, Lei Wang, Xingwang Xiong, Zihan Jiang, Zhifei Zhang, Jianfeng Zhan

arXiv preprint

2019

Chemical-protein Interaction Extraction via Gaussian Probability Distribution and External Biomedical Knowledge

Cong Sun, Zhihao Yang, Leilei Su, Lei Wang, Yin Zhang, Hongfei Lin, Jian Wang

arXiv preprint

2019

A Novel Bi-hemispheric Discrepancy Model for EEG Emotion Recognition

Yang Li, Wenming Zheng, Lei Wang, Yuan Zong, Lei Qi, Zhen Cui, Tong Zhang, Tengfei Song

arXiv preprint

2019

Deep Learning based HEp-2 Image Classification: A Comprehensive Review

Saimunur Rahman, Lei Wang, Changming Sun, Luping Zhou

arXiv preprint

DOI

2018

SDFN: Segmentation-based Deep Fusion Network for Thoracic Disease Classification in Chest X-ray Images

Han Liu, Lei Wang, Yandong Nan, Faguang Jin, Qi Wang, Jiantao Pu

arXiv preprint

DOI

2018

Performance assessment of the deep learning technologies in grading glaucoma severity

Yi Zhen, Lei Wang, Han Liu, Jian Zhang, Jiantao Pu

arXiv preprint

2018

Interactive Medical Image Segmentation via Point-Based Interaction and Sequential Patch Learning

Jinquan Sun, Yinghuan Shi, Yang Gao, Lei Wang, Luping Zhou, Wanqi Yang, Dinggang Shen

arXiv preprint

2017

Machine Learning for Large-Scale Quality Control of 3D Shape Models in Neuroimaging

Dmitry Petrov, Boris A. Gutman, Shih-Hua, Yu, Theo G. M. van Erp, Jessica A. Turner, Lianne Schmaal, Dick Veltman, Lei Wang, Kathryn Alpert, Dmitry Isaev, Artemis Zavaliangos-Petropulu, Christopher R. K. Ching, Vince Calhoun, David Glahn, Theodore D. Satterthwaite, Ole Andreas Andreasen, Stefan Borgwardt, Fleur Howells, Nynke Groenewold, Aristotle Voineskos, Joaquim Radua, Steven G. Potkin, Benedicto Crespo-Facorro, Diana Tordesillas-Gutierrez, Li Shen, Irina Lebedeva, Gianfranco Spalletta, Gary Donohoe, Peter Kochunov, Pedro G. P. Rosa, Anthony James, Udo Dannlowski, Bernhard T. Baune, Andre Aleman, Ian H. Gotlib, Henrik Walter, Martin Walter, Jair C. Soares, Stefan Ehrlich, Ruben C. Gur, N. Trung Doan, Ingrid Agartz, Lars T. Westlye, Fabienne Harrisberger, Anita Riecher-Rossler, Anne Uhlmann, Dan J. Stein, Erin W. Dickie, Edith Pomarol-Clotet, Paola Fuentes-Claramonte, Erick Jorge Canales-Rodriguez, Raymond Salvador, Alexander J. Huang, Roberto Roiz-Santianez, Shan Cong, Alexander Tomyshev, Fabrizio Piras, Daniela Vecchio, Nerisa Banaj, Valentina Ciullo, Elliot Hong, Geraldo Busatto, Marcus V. Zanetti, Mauricio H. Serpa, Simon Cervenka, Sinead Kelly, Dominik Grotegerd, Matthew D. Sacchet, Ilya M. Veer, Meng Li, Mon-Ju Wu, Benson Irungu, Esther Walton, Paul M. Thompson

arXiv preprint

2017

Development and validation of a novel dementia of Alzheimer's type (DAT) score based on metabolism FDG-PET imaging

Karteek Popuri, Rakesh Balachandar, Kathryn Alpert, Donghuan Lu, Mahadev Bhalla, Ian Mackenzie, Robin Ging-Yuek Hsiung, Lei Wang, Mirza Faisal Beg, the Alzhemier's Disease Neuroimaging Initiative

arXiv preprint

2015

Learning Discriminative Bayesian Networks from High-dimensional Continuous Neuroimaging Data

Luping Zhou, Lei Wang, Lingqiao Liu, Philip Ogunbona, Dinggang Shen

arXiv preprint

2015

HEp-2 Cell Image Classification with Deep Convolutional Neural Networks

Zhimin Gao, Lei Wang, Luping Zhou, Jianjia Zhang

arXiv preprint

2008

Analysis of Metric Distances and Volumes of Hippocampi Indicates Different Morphometric Changes over Time in Dementia of Alzheimer Type and Nondemented Subjects

Elvan Ceyhan, Can Ceritoglu, M. Faisal Beg, Lei Wang, John C. Morris, John G. Csernansky, Michael I. Miller, John Tilak Ratnanather

arXiv preprint

精选作品

期刊论文

中医辅助诊疗场景下的大模型检索增强技术比较研究

人工智能在垂体腺瘤诊断、治疗及预后预测的应用进展

基于深度学习的中文生物医学实体关系抽取系统

基于开源技术的医院信息系统日志分析平台实践

基于深度学习的miRNA与疾病相关性预测算法

基于深度学习的寻常型银屑病智能诊断方法的研究

PACS与人工智能诊断系统的接口研究与实现

基于三维卷积神经网络深度学习的肺结节良恶性的鉴别诊断

基于知识图谱的原发性肝癌知识问答系统

疾病相关基因-药物关联抽取规程设计

基于机器学习的药物—靶标相互作用预测研究

融合知识图谱与深度学习的药物发现方法

混合模式的医院信息集成平台研究与探索

基于公有云存储技术的医疗大数据建设实践与思考

医学影像大数据的存储与挖掘技术研究

互联互通在医院信息管理中的实践应用

基于电子病历的临床数据中心构建

医院信息集成平台基础上的医技预约流程改造与实现

以患者为中心的血液透析系统开发设计

基于机器学习的microRNA预测方法研究进展

基于眼底图像的人工神经网络分类器研究现状与进展

基于802.11 ac标准的医院无线局域网实施

医院数据泄密对策研究

医院信息安全等级保护三级评测的应用与实践

医疗健康大数据研究综述

基于无监督数据挖掘方法的中风病风痰阻络证型的组方规律及新方发现

阵列式三维中医脉象检测的研究

关于中医与基础医学的目前发展状态的文献比较分析

会议论文

基于数据挖掘的中药治疗慢性牙周病用药规律研究

预印本

MedScope: Incentivizing "Think with Videos" for Clinical Reasoning via Coarse-to-Fine Tool Calling

A Safety-Gated Multimodal AI Backend for Mental-Health Support: Hierarchical State Representation, Conservative Risk Fusion, and Controlled Generation in Anian

Evidence-Grounded AI for Musculoskeletal Care

Graph-Supervised Hierarchical Clinical Alignment for Radiology Report Generation with Large Language Models

RePose: A Real-Time 3D Human Pose Estimation and Biomechanical Analysis Framework for Rehabilitation

Suppressing Prior-Comparison Hallucinations in Radiology Report Generation via Semantically Decoupled Latent Steering

Seeing What Matters: Lesion-Aware High-Resolution Patch Discovery and Fusion for Chest X-ray Report Generation

AccLock: Unlocking Identity with Heartbeat Using In-Ear Accelerometers

DRRG: A Discrete Diffusion Framework for Radiology Report Generation

One Sequence, Many Decodings: CAGenMol-2 Recasts Drug Design as Masked Molecular Inference

Transfer Learning Strategies for Pathological Foundation Models: A Systematic Evaluation in Brain Tumor Classification

Multi-Agent Intelligence for Multidisciplinary Decision-Making in Gastrointestinal Oncology

A Review of Longitudinal Radiology Report Generation: Dataset Composition, Methods, and Performance Evaluation

A Lightweight Multi-Scale Attention Framework for Real-Time Spinal Endoscopic Instance Segmentation

S-RRG-Bench: Structured Radiology Report Generation with Fine-Grained Evaluation Framework

CCSD: Cross-Modal Compositional Self-Distillation for Robust Brain Tumor Segmentation with Missing Modalities

Ontology- and LLM-based Data Harmonization for Federated Learning in Healthcare

DiaLLMs: EHR Enhanced Clinical Conversational System for Clinical Test Recommendation and Diagnosis Prediction

HSA-Net: Hierarchical and Structure-Aware Framework for Efficient and Scalable Molecular Language Modeling

CX-Mind: A Pioneering Multimodal Large Language Model for Interleaved Reasoning in Chest X-ray via Curriculum-Guided Reinforcement Learning

Quantum-Enhanced Multi-Task Learning with Learnable Weighting for Pharmacokinetic and Toxicity Prediction

RadReason: Radiology Report Evaluation Metric with Reasons and Sub-Scores

FreqSelect: Frequency-Aware fMRI-to-Image Reconstruction

Truncated Gaussian copula principal component analysis with application to pediatric acute lymphoblastic leukemia patients' gut microbiome

MRScore: Evaluating Radiology Report Generation with LLM-based Reward System

ReFINE: A Reward-Based Framework for Interpretable and Nuanced Evaluation of Radiology Report Generation

Neural Modulation Alteration to Positive and Negative Emotions in Depressed Patients: Insights from fMRI Using Positive/Negative Emotion Atlas

EEG Emotion Copilot: Optimizing Lightweight LLMs for Emotional EEG Interpretation with Assisted Medical Record Generation

A novel brain registration model combining structural and functional MRI information

KARGEN: Knowledge-enhanced Automated Radiology Report Generation Using Large Language Models

MHNet: Multi-view High-order Network for Diagnosing Neurodevelopmental Disorders Using Resting-state fMRI

Weakly-Supervised Learning via Multi-Lateral Decoder Branching for Tool Segmentation in Robot-Assisted Cardiovascular Catheterization

Beyond ESM2: Graph-Enhanced Protein Sequence Modeling with Efficient Clustering

You Only Acquire Sparse-channel (YOAS): A Unified Framework for Dense-channel EEG Generation

Automatic Radiology Report Generation by Learning with Increasingly Hard Negatives

R2GenGPT: Radiology Report Generation with Frozen LLMs

A Systematic Evaluation of GPT-4V's Multimodal Capability for Medical Image Analysis

METransformer: Radiology Report Generation by Transformer with Multiple Learnable Expert Tokens

A Medical Semantic-Assisted Transformer for Radiographic Report Generation

Machine Learning Based Multimodal Neuroimaging Genomics Dementia Score for Predicting Future Conversion to Alzheimer's Disease

Contrastive Centroid Supervision Alleviates Domain Shift in Medical Image Classification

Predicting Time-to-conversion for Dementia of Alzheimer's Type using Multi-modal Deep Survival Analysis

Topological EEG Nonlinear Dynamics Analysis for Emotion Recognition

A Novel Sample-efficient Deep Reinforcement Learning with Episodic Policy Transfer for PID-Based Control in Cardiac Catheterization Robots

A Novel Framework Integrating AI Model and Enzymological Experiments Promotes Identification of SARS-CoV-2 3CL Protease Inhibitors and Activity-based Probe

Hybrid gene selection approach using XGBoost and multi-objective genetic algorithm for cancer classification

w-Net: Dual Supervised Medical Image Segmentation Model with Multi-Dimensional Attention and Cascade Multi-Scale Convolution