ZG
Zongyuan Ge
cs.CVcs.AIDeep Learningeess.IVcs.LGArtificial IntelligenceEpilepsymachine learningMachine LearningImage Processing, Computer-Assisted
On Valency
published · living versionsW_kj3ryrfy·v1 · currentpublished
Digital-Analog Quantum Neural Network with Long-Range Interactions
with Daili Li, Zewen Zhang
1 version
W_f6e7jyxy·v1published
Preprints & journals
249 papers in the corpus · 2015–2026Ocular fundus examination in emergency medicine: an Australian survey of equipment, training, current practice, and clinician perceptions.42754692 · Wang, Yujie, Hu, Wenyi, Chang, Raphael et al.2026 · 0 citationsEye (London, England). 2026
XPos3R: Cross-Modal Transformer for Intraoperative 2D/3D Registration2609.10733v1 · Shiyan Su, Ruyi Zha, Hongdong Li et al.2026 · 0 citationsarXiv
Ultrathin Nanocrystal-Based Resistive Skin Conforming to Finger Knuckle Wrinkles for Dynamic, Nontransferable Wearable Authentication.42708920 · Lu, Yan, Yang, Litao, Chen, Zhenhua et al.2026 · 0 citationsACS nano. 2026;20(35):24390-24400
Effect of Photobiomodulation‑Based LED on Myopia Control in Children: An Exploratory Randomized Clinical Trial.42704414 · Duan, Yuye, Qi, Ziyi, Yu, Feiran et al.2026 · 0 citationsOphthalmology and therapy. 2026;15(11):3643-3656
Machine learning prediction for epilepsy treatment selection and prognosis: achievements and challenges.42692951 · Chen, Zhibin, Li, Xiaoxiao, Jehi, Lara et al.2026 · 0 citationsThe Lancet. Digital health. 2026;8(9):101022
Status, challenges, and future directions of machine learning in the management of epilepsy: a systematic review and meta-analysis.42692952 · Chang, Richard Shek-Kwan, Nguyen, Shani, Mishra, Debabrata et al.2026 · 0 citationsThe Lancet. Digital health. 2026;8(9):101029
Autonomous agentic artificial intelligence systems in health care: friend or foe?42665468 · Qin, Yiming, Zeng, Dian, Ma, Weizhi et al.2026 · 1 citationThe Lancet. Digital health. 2026:101073
Multi-Aspect Knowledge-Enhanced Dermatological Vision-Language Pretraining with Multi-Agent Data Generation.42606967 · Li, Xieji, Yan, Siyuan, Liu, Yingsheng et al.2026 · 0 citationsIEEE transactions on medical imaging. 2026;PP
Unlocking the Power of Medical Tabular Data via Semantic-Aware Multimodal Pre-training2608.10522v1 · Yingsheng Liu, Haiming Li, Jingmin Zhu et al.2026 · 0 citationsarXiv
Interictal Epileptiform Discharge Detection Through Probabilistic Diffusion Models with Maximization of Precision Recall Metrics.42009628 · Zhang, Lantian, Nhu, Duong, Zhao, Yun et al.2026 · 0 citationsInternational journal of neural systems. 2026;36(8):2650021
The Underutilized Ocular Fundus in Emergency Departments: Current Progress and Future Prospect of Imaging and Artificial Intelligence for Patient Care.42676972 · Wang, Yujie, Hu, Wenyi, Zhang, Xiayin et al.2026 · 0 citationsOphthalmology science. 2026;6(10):101338
Uncertainty-Aware Information Pursuit for Interpretable and Reliable Medical Image Analysis.42081402 · Nahiduzzaman, Md, Korevaar, Steven, Ge, Zongyuan et al.2026 · 1 citationIEEE transactions on medical imaging. 2026;45(7):3974-3985
Leveraging Image-Text Pairs for Generalized Category Discovery in Medical Image Classification.42081404 · Feng, Wei, Wang, Bingjie, Wang, Zhonghua et al.2026 · 3 citationsIEEE transactions on medical imaging. 2026;45(7):3962-3973
Limits of Artificial Intelligence Models for Skin Cancer Diagnosis in Realistic Settings.42234423 · Anriot, Julien, Yan, Siyuan, Coste, Clio et al.2026 · 1 citationJAMA dermatology. 2026;162(7):701-708
Prospective analysis of long-term trajectories of functional scores before and after a diagnosis of stroke.42286100 · Shang, Xianwen, Liu, Lei, Zhang, Xueli et al.2026 · 1 citationCommunications medicine. 2026;6(1)
Enhancing Drug Response Prediction in Epilepsy with Emerging Multimodal Models: Focus on Clinical, Pharmacologic, and Genomic Factors.42143205 · Anderson, Alison, Chang, Richard Shek-Kwan, Howard, Mark et al.2026 · 0 citationsCNS drugs. 2026;40(6):743-760
DermAgent: A Self-Reflective Agentic System for Dermatological Image Analysis with Multi-Tool Reasoning and Traceable Decision-Making2605.14403v1 · Yize Liu, Siyuan Yan, Ming Hu et al.2026 · 1 citationarXiv
Neurosymbolic Framework for Concept-Driven Logical Reasoning in Skeleton-Based Human Action Recognition2605.07140v1 · Talha Ilyas, Deval Mehta, Zongyuan Ge2026 · 0 citationsarXiv
Medical hierarchical image classification via dual-geometry image-text learning.42085920 · Fan, Lei, Sowmya, Arcot, Meijering, Erik et al.2026 · 1 citationMedical image analysis. 2026;112:104120
Fundus Image-based Glaucoma Screening via Retinal Knowledge-Oriented Dynamic Multi-Level Feature Integration2604.12351v2 · Chi Liu, Yuzhuo Zhou, Sheng Shen et al.2026 · 0 citationsarXiv
Multimodal CT Perfusion-Based Deep Learning for Predicting Stroke Lesion Outcomes in Complete and No Recanalization Scenarios.40973461 · Yang, Hongxi, George, Yasmeen, Mehta, Deval et al.2026 · 1 citationAJNR. American journal of neuroradiology. 2026;47(4):920-928
Towards Objective Obstetric Ultrasound Assessment: Contrastive Representation Learning for Fetal Movement Detection.41874983 · Ilyas, Talha, Nhu, Duong, Thomas, Allison et al.2026 · 1 citationIEEE journal of biomedical and health informatics. 2026;PP
A Continuous Severity Index for Keratoconus Diagnosis Based on Kolmogorov-Arnold Networks in a Chinese Population.42293348 · Qiao, Ying, Wang, Lin, Ju, Lie et al.2026 · 0 citationsOphthalmology science. 2026;6(7):101168
Automated classification of site-specific cutaneous photodamage using a convolutional neural network and three-dimensional total body photography.41370219 · Kahler, Sam, Yan, Siyuan, Mothershaw, Adam et al.2026 · 3 citationsThe British journal of dermatology. 2026;194(4):737-746
A Vision-Language Foundation Model for Zero-shot Clinical Collaboration and Automated Concept Discovery in Dermatology2602.10624v1 · Siyuan Yan, Xieji Li, Dan Mo et al.2026 · 4 citationsarXiv
G3DCT: An Interpretable Spatial Grid-based Framework with Temporal Convolution-Transformer for EEG Artifact Identification10.64898/2026.01.30.702940v1 · He, A., Wang, X., Yu, J. et al.2026 · 0 citationsbioRxiv
PanopMamba: Vision State Space Modeling for Nuclei Panoptic Segmentation2601.16631v1 · Ming Kang, Fung Fung Ting, Raphael C.-W. Phan et al.2026 · 0 citationsarXiv
Benchmarking Real-World Medical Image Classification with Noisy Labels: Challenges, Practice, and Outlook2512.09315v1 · Yuan Ma, Junlin Hou, Chao Zhang et al.2025 · 6 citationsPattern Recognition, 2026, 113647
Multi-Aspect Knowledge-Enhanced Medical Vision-Language Pretraining with Multi-Agent Data Generation2512.03445v1 · Xieji Li, Siyuan Yan, Yingsheng Liu et al.2025 · 0 citationsarXiv
ColonAdapter: Geometry Estimation Through Foundation Model Adaptation for Colonoscopy2511.22250v2 · Zhiyi Jiang, Yifu Wang, Xuelian Cheng et al.2025 · 2 citationsarXiv
An intelligent, compact wearable pressure-strain combo sensor system for continuous fetal movement monitoring.41296871 · Yap, Lim Wei, Levin, Arie, Jiang, Yiwen et al.2025 · 12 citationsScience advances. 2025;11(48):eady2661
It Hears, It Sees too: Multi-Modal LLM for Depression Detection By Integrating Visual Understanding into Audio Language Models2511.19877v2 · Xiangyu Zhao, Yaling Shen, Yiwen Jiang et al.2025 · 0 citationsarXiv
RoomPlanner: Explicit Layout Planner for Easier LLM-Driven 3D Room Generation2511.17048v1 · Wenzhuo Sun, Mingjian Liang, Wenxuan Song et al.2025 · 0 citationsarXiv
Automated triage of cancer-suspicious skin lesions with 3D total-body photography.41272121 · Kurtansky, Nicholas R, Gillis, Maura C, Codella, Noel C F et al.2025 · 3 citationsNPJ digital medicine. 2025;8(1):708
Enhancing AI-based diabetic retinopathy diagnosis through universal cross-camera image adaptation.41274670 · Joseph, Sanil, Chen, Xiaotian, Liu, Chi et al.2025 · 1 citationBMJ open ophthalmology. 2025;10(1)
AI driven quantitative analysis of meibomian glands in children and adolescents: a benchmark dataset study.41194172 · Li, Li, Xiao, Kunhong, Lai, Kunfeng et al.2025 · 2 citationsEye and vision (London, England). 2025;12(1):46
Predicting traditional Chinese medicine constitutions in adults aged ≥ 65 years: A machine learning approach.41242888 · Sun, Chen, Yu, Zhen, Ge, Zong-Yuan et al.2026 · 0 citationsJournal of integrative medicine. 2026;24(1):98-104
Using deep learning systems for diagnosing common skin lesions in sexual health.41184465 · Soe, Nyi Nyi, Latt, Phyu Mon, Lee, David M et al.2025 · 7 citationsCommunications medicine. 2025;5(1):452
Artificial Intelligence Prediction of Postoperative Rotation Stability After Toric Implantable Collamer Lens Implantation.41230900 · Jiang, Yinjie, Chen, Xun, Cheng, Mingrui et al.2025 · 0 citationsTranslational vision science & technology. 2025;14(11):12
Generalized Category Discovery under Domain Shift: A Frequency Domain Perspective2511.00573v1 · Wei Feng, Zongyuan Ge2025 · 1 citationNeurIPS 2025
Correction: Radiomics analysis for the early diagnosis of common sexually transmitted infections and skin lesions.41171693 · Sun, Jiajun, Yu, Zhen, Li, Yingping et al.2025 · 1 citationPLOS digital health. 2025;4(10):e0001079
Integrative Deep Learning of Genomic and Clinical Data for Predicting Treatment Response in Newly Diagnosed Epilepsy.41160788 · Feng, Wei, Nhu, Duong, Anderson, Alison et al.2025 · 7 citationsNeurology. 2025;105(10):e214315
Development and validation of clinico-imaging machine learning and deep learning models to predict responses to initial antiseizure medications in epilepsy.41133949 · Nazem-Zadeh, Mohammad-Reza, Chang, Richard Shek-Kwan, Barnard, Sarah et al.2026 · 3 citationsEpilepsia. 2026;67(1):120-137
A systematic review of vision and vision-language foundation models in ophthalmology.41532028 · Jin, Kai, Yu, Tao, Ying, Gui-Shuang et al.2026 · 22 citationsAdvances in ophthalmology practice and research. 2026;6(1):8-19
Retinal image-based deep learning for mild cognitive impairment detection in coronary artery disease population.40379470 · Ye, Yi, Feng, Wei, Ding, Yaodong et al.2025 · 4 citationsHeart (British Cardiac Society). 2025;111(21):1013-1019
Comparative analysis of cardiometabolic multimorbidity predictors in China and the USA: A machine learning approach.41086948 · Zhu, Jingjing, Shi, Zumin, Ge, Zongyuan et al.2025 · 5 citationsDiabetes research and clinical practice. 2025;229:112938
AI-assisted anti-seizure medication selection? A qualitative study of the views of neurologists and epilepsy patients.41056684 · Reeder, Sandra, Howard, Mark, Sparrow, Robert et al.2025 · 5 citationsEpilepsy & behavior : E&B. 2025;172:110720
Automated Quantification of Lens Cortex and Nuclear Opacity Based on Swept-Source Anterior Segment Optical Coherence Tomography.41065735 · Han, Xiaotong, Zhang, Xin, Zhang, Jiaqing et al.2025 · 2 citationsJournal of refractive surgery (Thorofare, N.J. : 1995). 2025;41(10):e1042-e1048
Special Issue on Artificial Intelligence in Dermatology: A Call for Collaborative Innovation.41236253 · Kittler, Harald, Tschandl, Philipp, Barata, Catarina et al.2025 · 0 citationsDermatology practical & conceptual. 2025;15(4)
WISE: Weak-Supervision-Guided Step-by-Step Explanations for Multimodal LLMs in Image Classification2509.17740v1 · Yiwen Jiang, Deval Mehta, Siyuan Yan et al.2025 · 2 citationsarXiv
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