SanderWooning / keras-UNET-OCTLinks
Segmentation for retinal layers in OCT images thru thin-label supervised deep-learning
☆14Updated 5 years ago
Alternatives and similar repositories for keras-UNET-OCT
Users that are interested in keras-UNET-OCT are comparing it to the libraries listed below
Sorting:
- Implementation for OCTAve: 2D en face Optical Coherence Tomography Angiography Vessel Segmentation in Weakly-Supervised Learning with Loc…☆12Updated 2 years ago
- Sequential vessel segmentation via deep channel attention network☆26Updated last year
- The codes for the work "AV-casNet: Fully Automatic Arteriole-Venule Segmentation and Differentiation in OCT Angiography"☆14Updated 2 years ago
- MIA 2021 paper 'Global guidance network for breast lesion segmentation in ultrasound images'.☆30Updated 3 years ago
- Multi-Modality Generative Adversarial Networks with Tumor Consistency Loss for Brain MR Image Synthesis [ISBI'20]☆17Updated 4 years ago
- MICCAI 2022: code for 'Shape-Aware Weakly/Semi-Supervised Optic Disc and Cup Segmentation with Regional/Marginal Consistency'☆17Updated 2 years ago
- [TMI 2019] Attention to Lesion: Lesion-Aware Convolutional Neural Network for Retinal Optical Coherence Tomography Image Classification☆49Updated last year
- This repo contains an implementation of the methods described in 'Deep iteratitive vessel segmentation in OCT angiography'☆22Updated 4 years ago
- The codes for the work "A Local and Global Feature Disentangled Network: Toward Classification of Benign-malignant Thyroid Nodules from U…☆19Updated last year
- [ESWA 2023] Pytorch Implementation for 'Orientation and Context Entangled Network for Retinal Vessel Segmentation' Expert Systems with A…☆12Updated 2 years ago
- This project uses U-Net++ to automatically segment and detect macular edema in retinal OCT images.☆8Updated 4 years ago
- Multi-scale Collaborative Adversarial Domain Adaptation for Unsupervised Optic Disc and Cup Segmentation☆13Updated 3 years ago
- Available NIR vessel samples☆13Updated 2 years ago
- SD-Unet: A Structured Dropout U-Net for Retinal Vessel Segmentation☆14Updated 4 years ago
- Breast mass segmentation in US with deep learning☆22Updated 4 years ago
- Scribble2D5: Weakly-Supervised Volumetric Image Segmentation via Scribble Annotations☆21Updated 2 years ago
- ☆13Updated last year
- [MICCAI2022] PHTrans: Parallelly Aggregating Global and Local Representations for Medical Image Segmentation☆34Updated 2 years ago
- Deep residual Unet with 104 convolutional layers☆19Updated 4 years ago
- 3D vessel-like structure segmentation in pytorch☆31Updated 2 years ago
- 3d medical image preprocessing, supports conversion between nifiti data and h5py data, dicom2nii, crop 3d patch, extract 3d roi...☆26Updated 2 years ago
- The code for 'COVID-19 Lung Infection Segmentation with A Novel Two-Stage Cross-Domain Transfer Learning Framework'☆11Updated 3 years ago
- A PyTorch implementation of ET-Net (aka ETNet)☆25Updated 4 years ago
- Decoder architecture based on the UNet++. Combining residual bottlenecks with depthwise convolutions and attention mechanisms, it outperf…☆67Updated 3 years ago
- Unofficial implementation of STAN paper published at ISBI 2020 by researchers from University of Idaho using Tensorflow Keras 2.0.☆12Updated 4 years ago
- a PyQt5 Implementation☆28Updated 6 years ago
- OCT preprocessing: Fully Convolutional Boundary Regression for Retina OCT Segmentation☆48Updated 4 years ago
- ☆17Updated 4 years ago
- A python (PyTorch) implementation of Shadow-consistent Semi-supervised Learning (SCO-SSL) method for prostate ultrasound segmentation☆19Updated 7 months ago
- [MICCAI 2022 Best Paper Finalist] Bayesian Pseudo Labels: Expectation Maximization for Robust and Efficient Semi Supervised Segmentation☆40Updated 3 weeks ago