Siyuan Yan

PanDerm. [Nature Medicine'25] A Multimodal Vision Foundation Model for Clinical Dermatology

Derm1M. [ICCV'25 Highlight] Derm1M: A Million‑Scale Vision‑Language Dataset Aligned with Clinical Ontology Knowledge for Dermatology

DermFM-Zero. Vision-language foundation model for zero-shot dermatology

PLDG. This repo is the official implementation of TMI2024 paper "Prompt-driven Latent Domain Generalization for Medical Image Classification".

MAKE. [MICCAI‘25 Early Accept] MAKE: Multi-Aspect Knowledge-Enhanced Vision-Language Pretraining for Zero-shot Dermatological Assessment

Transmission-BVM. Dataset and code of our AAAI2022 paper "Transmission-Guided Bayesian Generative Model for Smoke Segmentation"

EPVT-and-Skin-DG-benchamrk. Domain generalization benchmark for skin lesion recognition, MICCAI 2023

machine-learning-from-scratch. Python

VR-Project-For-Large-Scale-Flow-Network. Jupyter Notebook

leetcode. Python

Parallel-computing-and-Architecture-design. C

ISIC2024_Baselines. Python

Single-Image-Super-Resolution-Using-a-Channel-Attention-GAN. Python

Adversairal-training-for-human-pose-estimation-using-HRNet. Cuda

Foundation-Medical. Python

objectDetectionDatasets. 目标检测数据集制作:VOC,COCO,YOLO等常用数据集格式的制作和互相转换脚本

NurViD-benchmark. Python

UQ_BNN. Uncertainty quantification using Bayesian neural networks in classification (MIDL 2018, CSDA)