Pinned Repositories
SegVol
The official code for "SegVol: Universal and Interactive Volumetric Medical Image Segmentation".
A-Eval
MedIA 2025 | A-Eval: A Benchmark for Cross-Dataset and Cross-Modality Evaluation of Abdominal Multi-Organ Segmentation
STU-Net
The largest pre-trained medical image segmentation model (1.4B parameters) based on the largest public dataset (>100k annotations), up until April 2023.
AdwU-Net
[MIDL22] Adaptive depth and width U-Net. Search task-specific optimal depth and width of U-Net by DNAS method.
FLARE21
FLARE22
Champion Solution of MICCAI FLARE22 Challenge and FLARE24 Task2 Challenge based on nnU-Net.
FLARE23
A nnU-Netv2 based acceleration solution for Abdominal organs and tumor segmentation.
FLARE24
[Champion Solution for FLARE24 Task1] A simple baseline based on nnU-Netv2 (A 5.6M Parameters 3D U-Net)
research-contributions
Implementations of recent research prototypes/demonstrations using MONAI.
STU-Net
Ziyan-Huang's Repositories
Ziyan-Huang/FLARE22
Champion Solution of MICCAI FLARE22 Challenge and FLARE24 Task2 Challenge based on nnU-Net.
Ziyan-Huang/FLARE23
A nnU-Netv2 based acceleration solution for Abdominal organs and tumor segmentation.
Ziyan-Huang/AdwU-Net
[MIDL22] Adaptive depth and width U-Net. Search task-specific optimal depth and width of U-Net by DNAS method.
Ziyan-Huang/FLARE24
[Champion Solution for FLARE24 Task1] A simple baseline based on nnU-Netv2 (A 5.6M Parameters 3D U-Net)
Ziyan-Huang/STU-Net
Ziyan-Huang/FLARE21
Ziyan-Huang/research-contributions
Implementations of recent research prototypes/demonstrations using MONAI.