SanderWooning / keras-UNET-OCT
Segmentation for retinal layers in OCT images thru thin-label supervised deep-learning
☆14Updated 4 years ago
Related projects ⓘ
Alternatives and complementary repositories for keras-UNET-OCT
- Sequential vessel segmentation via deep channel attention network☆23Updated last year
- ☆17Updated 4 years ago
- MIA 2021 paper 'Global guidance network for breast lesion segmentation in ultrasound images'.☆26Updated 3 years ago
- MICCAI 2022: code for 'Shape-Aware Weakly/Semi-Supervised Optic Disc and Cup Segmentation with Regional/Marginal Consistency'☆17Updated 2 years ago
- Implementation for OCTAve: 2D en face Optical Coherence Tomography Angiography Vessel Segmentation in Weakly-Supervised Learning with Loc…☆12Updated last year
- Due to the irregular shapes,various sizes and indistinguishable boundaries between the normal and infected tissues, it is still a challen…☆15Updated 2 years ago
- [TMI 2019] Attention to Lesion: Lesion-Aware Convolutional Neural Network for Retinal Optical Coherence Tomography Image Classification☆47Updated 11 months ago
- A python (PyTorch) implementation of Shadow-consistent Semi-supervised Learning (SCO-SSL) method for prostate ultrasound segmentation☆17Updated 2 weeks ago
- ☆13Updated 3 years ago
- Available NIR vessel samples☆13Updated 2 years ago
- ☆13Updated 11 months ago
- Retinal Vessel Segmentation☆10Updated last year
- Multi-scale Collaborative Adversarial Domain Adaptation for Unsupervised Optic Disc and Cup Segmentation☆13Updated 2 years ago
- pytorch application for 3D classification using medical images☆23Updated 3 years ago
- [MICCAI2022] PHTrans: Parallelly Aggregating Global and Local Representations for Medical Image Segmentation☆33Updated last year
- ☆27Updated last year
- fitushar / WeaklySupervised-3D-Classification-of-Chest-CT-using-Aggregated-MultiResolution-Segmentation-FeatureThis Repo contains the updated implementation of our paper "Weakly supervised 3D classification of chest CT using aggregated multi-resolu…☆21Updated 4 years ago
- Multi-Modality Generative Adversarial Networks with Tumor Consistency Loss for Brain MR Image Synthesis☆17Updated 4 years ago
- A PyTorch implementation of ET-Net (aka ETNet)☆23Updated 4 years ago
- Joint optic disc and optic cup segmentation based on boundary prior and adversarial learning☆13Updated last year
- Scribble2D5: Weakly-Supervised Volumetric Image Segmentation via Scribble Annotations☆20Updated last year
- ☆13Updated 6 months ago
- PyTorch implementation for our paper on TMI2022: Retinal Vessel Segmentation with Skeletal Prior and Contrastive Loss☆50Updated last year
- OCT preprocessing: Fully Convolutional Boundary Regression for Retina OCT Segmentation☆44Updated 4 years ago
- Decoder architecture based on the UNet++. Combining residual bottlenecks with depthwise convolutions and attention mechanisms, it outperf…☆64Updated 2 years ago
- Breast mass segmentation in US with deep learning☆21Updated 4 years ago
- PA-Seg: Learning from Point Annotations for 3D Medical Image Segmentation using Contextual Regularization and Cross Knowledge Distillatio…☆17Updated last year
- [MICCAI 2021 Challenge] The official baseline model for MICCAI Challenge: Fast and Low GPU memory Abdominal oRgan sEgmentation (FLARE21)☆39Updated last year