DS
Diping Song
cs.CVcs.CLcs.AIeess.IVGlaucomaDeep learningNatural Language ProcessingOphthalmologyTomography, Optical CoherenceArtificial intelligence
On Valency
published · living versionsW_bt9a2shm·v1 · currentpublished
MedVTok: A General-Purpose Medical Visual Tokenizer
with Chenglong Ma, Yuanfeng Ji, Junzhi Ning, Jiyao Liu +16
1 version
Preprints & journals
19 papers in the corpus · 2018–2026Guideline-as-Oracle: Zero-Annotation Training of an Ophthalmic Telephone Triage Agent2608.04772v2 · Chenyu Wang, Yi Liu, Baoqing Li et al.2026 · 0 citationsarXiv
VisionUnite: A Vision-Language Foundation Model for Ophthalmology Enhanced With Clinical Knowledge.40802643 · Li, Zihan, Song, Diping, Yang, Zefeng et al.2025 · 20 citationsIEEE transactions on pattern analysis and machine intelligence. 2025;47(12):11848-11862
UniMedVL: Unifying Medical Multimodal Understanding and Generation through Observation-Knowledge-Analysis2510.15710v3 · Junzhi Ning, Wei Li, Cheng Tang et al.2025 · 0 citationsarXiv
Efficient T staging in nasopharyngeal carcinoma via deep Learning-Based Multi-Modal classification.40945208 · Song, Dili, Han, Xu, Li, Yong et al.2025 · 3 citationsEuropean journal of radiology. 2025;192:112407
A Survey of Scientific Large Language Models: From Data Foundations to Agent Frontiers2508.21148v2 · Ming Hu, Chenglong Ma, Wei Li et al.2025 · 1 citationarXiv
Intern-S1: A Scientific Multimodal Foundation Model2508.15763v2 · Lei Bai, Zhongrui Cai, Yuhang Cao et al.2025 · 1 citationarXiv
RetinaLogos: Fine-Grained Synthesis of High-Resolution Retinal Images Through Captions2505.12887v3 · Junzhi Ning, Cheng Tang, Kaijing Zhou et al.2025 · 2 citationsarXiv
AI Idea Bench 2025: AI Research Idea Generation Benchmark2504.14191v3 · Yansheng Qiu, Haoquan Zhang, Zhaopan Xu et al.2025 · 1 citationarXiv
OphCLIP: Hierarchical Retrieval-Augmented Learning for Ophthalmic Surgical Video-Language Pretraining2411.15421v2 · Ming Hu, Kun Yuan, Yaling Shen et al.2024 · 1 citationarXiv
Understanding natural language: Potential application of large language models to ophthalmology.39059558 · Yang, Zefeng, Wang, Deming, Zhou, Fengqi et al.2024 · 32 citationsAsia-Pacific journal of ophthalmology (Philadelphia, Pa.). 2024;13(4):100085
Asynchronous feature regularization and cross-modal distillation for OCT based glaucoma diagnosis.36442272 · Song, Diping, Li, Fei, Li, Cheng et al.2022 · 7 citationsComputers in biology and medicine. 2022;151(Pt B):106283
Author Correction: Development and clinical deployment of a smartphone-based visual field deep learning system for glaucoma detection.35318443 · Li, Fei, Song, Diping, Chen, Han et al.2022 · 0 citationsNPJ digital medicine. 2022;5(1):38
Group Shift Pointwise Convolution for Volumetric Medical Image Segmentation2109.12629v1 · Junjun He, Jin Ye, Cheng Li et al.2021 · 5 citationsarXiv
A Novel Hybrid Convolutional Neural Network for Accurate Organ Segmentation in 3D Head and Neck CT Images2109.12634v1 · Zijie Chen, Cheng Li, Junjun He et al.2021 · 11 citationsarXiv
Deep Relation Transformer for Diagnosing Glaucoma With Optical Coherence Tomography and Visual Field Function.33945474 · Song, Diping, Fu, Bin, Li, Fei et al.2021 · 64 citationsIEEE transactions on medical imaging. 2021;40(9):2392-2402
Multimodal Machine Learning Using Visual Fields and Peripapillary Circular OCT Scans in Detection of Glaucomatous Optic Neuropathy.34339778 · Xiong, Jian, Li, Fei, Song, Diping et al.2022 · 112 citationsOphthalmology. 2022;129(2):171-180
Development and clinical deployment of a smartphone-based visual field deep learning system for glaucoma detection.33043147 · Li, Fei, Song, Diping, Chen, Han et al.2023 · 69 citationsNPJ digital medicine. 2020;3:123
Correction to: Automatic differentiation of Glaucoma visual field from non-glaucoma visual field using deep convolutional neural network.31113391 · Li, Fei, Wang, Zhe, Qu, Guoxiang et al.2020 · 3 citationsBMC medical imaging. 2019;19(1):40
Automatic differentiation of Glaucoma visual field from non-glaucoma visual filed using deep convolutional neural network.30286740 · Li, Fei, Wang, Zhe, Qu, Guoxiang et al.2019 · 125 citationsBMC medical imaging. 2018;18(1):35
Career total: 26 works. 19 are in this corpus.
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