Search Results - RepositoryStats

34

127

agpl-3.0

2

Whole Slide Image segmentation with weakly supervised multiple instance learning on TCGA | MICCAI2020 https://arxiv.org/abs/2004.05024

wsi tcga miccai pathology tcga-data segmentation data-efficient histopathology medical-imaging image-segmentation tumor-segmentation whole-slide-imaging computational-pathology slide-image-segmentation multiple-instance-learning weakly-supervised-learning

Created 2020-04-07

36 commits to master branch, last one 3 years ago

BA-Transformer jcwang123

21

124

unknown

1

[MICCAI 2021] Boundary-aware Transformers for Skin Lesion Segmentation

miccai pytorch skin-lesion-segmentation transformer-architecture

Created 2021-07-12

43 commits to main branch, last one 2 years ago

RVGAN SharifAmit

20

89

bsd-3-clause

2

[MICCAI'21] [Tensorflow] Retinal Vessel Segmentation using a Novel Multi-scale Generative Adversarial Network

gan keras fundus miccai tensorflow conditional-gan medical-imaging retinal-diseases vessel-segmentation fundus-image-analysis medical-image-analysis medical-image-segmentation retinal-vessel-segmentation generative-adversarial-network generative-adversarial-networks

Created 2020-09-23

66 commits to master branch, last one 2 years ago

Awesome-Active-Learning-for-Medical-Image-Analysis LightersWang

3

79

unknown

3

[MedIA] Paper list and source code for survey "A comprehensive survey on deep active learning in medical image analysis"

tmi aaai cvpr iccv iclr icml isbi midl media miccai neurips deep-learning activelearning active-learning computer-vision medical-imaging medical-image-analysis medical-image-processing

Created 2023-10-05

36 commits to main branch, last one about a month ago

ADA4MIA whq-xxh

6

68

mit

2

Awesome Active Domain Adaptation for Medical Image Analysis

tmi cvpr sfada miccai multi-center active-learning computer-vision domain-adaptation segmentation-datasets medical-image-analysis active-domain-adaptation medical-image-segmentation source-free-domain-adaptation

Created 2024-07-03

19 commits to main branch, last one 6 days ago

DIF-Net xmed-lab

11

67

mit

1

MICCAI 2023: Learning Deep Intensity Field for Extremely Sparse-View CBCT Reconstruction

nerf miccai miccai-2023 reconstruction implicit-neural-representation

Created 2023-03-24

3 commits to main branch, last one 11 months ago

BiO-Net tiangexiang

18

61

mit

3

[MICCAI 2020] BiO-Net: Learning Recurrent Bi-directional Connections for Encoder-Decoder Architecture

miccai miccai-2020 segmentation semantic-segmentation recurrent-neural-networks

Created 2020-07-05

30 commits to master branch, last one 3 years ago

MICCAI19-MedVQA aioz-ai

35

54

mit

7

AIOZ AI - Overcoming Data Limitation in Medical Visual Question Answering (MICCAI 2019)

ai vqa aioz medvqa miccai aioz-ai medical deep-learning medical-image-processing visual-question-answering

Created 2019-07-24

10 commits to master branch, last one 2 years ago

BrLP LemuelPuglisi

6

53

mit

4

[MICCAI'2024, Oral] Official implementation of BrLP method from "Enhancing Spatiotemporal Disease Progression Models via Latent Diffusion and Prior Knowledge"

miccai miccai2024 longitudinal medical-imaging diffusion-models image-generation medical-image-analysis spatiotemporal-modeling disease-progression-model

Created 2024-05-06

23 commits to main branch, last one 2 days ago

CLD-Semi xmed-lab

2

48

mit

1

MICCAI 2022: Calibrating Label Distribution for Class-Imbalanced Barely-Supervised Knee Segmentation

miccai semi-supervised-learning knee-osteoarthritis-analysis

Created 2022-05-06

8 commits to master branch, last one 11 months ago

AlignShift M3DV

10

47

apache-2.0

4

[MICCAI'21 & MICCAI'20] A Codebase for Universal Lesion Detection (DeepLesion SOTA)

miccai deeplesion deep-learning imaging-thickness 3d-anisotropic-volumes

Created 2020-05-05

48 commits to master branch, last one 3 years ago

Mammo-CLIP batmanlab

12

42

cc-by-4.0

5

Official Pytorch implementation of MICCAI 2024 paper (early accept, top 11%) Mammo-CLIP: A Vision Language Foundation Model to Enhance Data Efficiency and Robustness in Mammography

clip rsna vindr miccai mammogram retinanet mammo-clip miccai2024 multimodal efficientnet efficient-net rsna-breast-cancer vision-and-language breast-cancer-detection breast-cancer-classification

Created 2024-05-14

134 commits to main branch, last one about a month ago

EM-BPL-Semi-Seg moucheng2017

1

39

unknown

2

[MICCAI 2022 Best Paper Finalist] Bayesian Pseudo Labels: Expectation Maximization for Robust and Efficient Semi Supervised Segmentation

lung brats miccai bayesian miccai2022 robustness miccai-2022 em-algorithm segmentation computervision computer-vision adversarial-attacks out-of-distribution vessel-segmentation variational-inference medical-image-computing expectation-maximization semi-supervised-learning

Created 2022-05-24

33 commits to main branch, last one about a year ago

BiX-NAS tiangexiang

9

38

unknown

3

[MICCAI 2021] BiX-NAS: Searching Efficient Bi-directional Architecture for Medical Image Segmentation

miccai miccai-2021 segmentation efficient-model semantic-segmentation neural-architecture-search

Created 2021-06-26

7 commits to main branch, last one 2 years ago

CUTS ChenLiu-1996

2

34

other

2

[MICCAI 2024] CUTS: A Deep Learning and Topological Framework for Multigranular Unsupervised Medical Image Segmentation

miccai python pytorch miccai2024 multiscale miccai-2024 deep-learning medical-imaging image-segmentation semantic-segmentation unsupervised-learning multiscale-segmentation self-supervised-learning unsupervised-segmentation medical-image-segmentation unsupervised-deep-learning

Created 2022-09-29

248 commits to main branch, last one 2 months ago

mulEEG likith012

22

32

apache-2.0

5

Official implementation of our MICCAI 2022 paper "mulEEG: A Multi-View Representation Learning on EEG Signals"

miccai time-series deep-learning sleep-staging multi-view-learning electroencephalography representation-learning self-supervised-learning

Created 2022-02-25

48 commits to main branch, last one 2 years ago