Transthoracic echocardiography and mortality in sepsis: analysis of the MIMIC-III database
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Jun 1, 2021 - Jupyter Notebook
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echocardiography
Here are 25 public repositories matching this topic...
[ NeurIPS 2022 ] Official Codebase for "ETAB: A Benchmark Suite for Visual Representation Learning in Echocardiography"
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Aug 29, 2022 - Jupyter Notebook
Myocardial Infarction Detection
machine-learning deep-learning random-forest convolutional-neural-networks decision-tree-classifier svm-classifier medical-image-analysis cnn-classification echocardiography multi-view 1d-cnn heart-attack myocardial-infarction
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Sep 30, 2023 - Python
[Communications Medicine] "Efficient deep learning-based automated diagnosis from echocardiography with contrastive self-supervised learning" by Gregory Holste, Evangelos Oikonomou, Bobak Mortazavi, Zhangyang Wang, and Rohan Khera
medical-image-analysis disease-classification self-supervised-learning echocardiography aortic-stenosis lvh
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Jul 8, 2024 - Python
PyTorch implementation of the two U-Net-based architectures described in "Deep Learning for Segmentation using an Open Large-Scale Dataset in 2D Echocardiography"
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Nov 17, 2022 - Python
Official repository for the paper "ProtoASNet: Dynamic Prototypes for Inherently Interpretable and Uncertainty-Aware Aortic Stenosis Classification in Echocardiography" in MICCAI 2023 Conference
pytorch transparency prototypes video-classification explainable-artificial-intelligence interpretable-deep-learning xai prototypical-networks echocardiography aleatoric-uncertainty explainable-ai-in-medical-imaging prototypical-learning miccai2023 part-prototypes aortic-stenosis
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Oct 21, 2023 - Python
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Apr 7, 2024 - Python
[European Heart Journal] "Severe aortic stenosis detection by deep learning applied to echocardiography" by Gregory Holste et al.
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Aug 27, 2023 - Python
The implementation of CLAS-FV described in "Fully automated multi-heartbeat echocardiography video segmentation and motion tracking".
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Mar 23, 2022 - Jupyter Notebook
This repository accompanies our paper Unlocking the Heart Using Adaptive Locked Agnostic Networks and enables replication of the key results.
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Sep 22, 2023 - Python
Python package for preprocessing OpenSlide image files and their corresponding annotations for use with Machine Learning segmentation models.
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Nov 23, 2020 - Python
Official implementation of Mitral Valve Segmentation using Robust Nonnegative Matrix Factorization
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Feb 3, 2023 - MATLAB
Analysis of temporal network architectures for heart phase detection with echocardiogram imaging 🎞🩺🫀
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Oct 24, 2022 - Jupyter Notebook
This repository implements a robust deep learning method (LFBNet) for medical image segmentation using a two systems approach. Learning fast and slow strategy for robust medical image analysis.
ai deep-learning mri robust segmentation ct medical-image-processing cardiac inner-ear cardiac-segmentation medical-image-analysis medical-image-segmentation echocardiography cochlear-implant prostate-segmentation robust-deep-learning inner-ear-segmentation cardiac-image-segmentation robust-image-segmentation
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Jun 18, 2022 - Python
Synthetic Boost: Leveraging Synthetic Data for Enhanced Vision-Language Segmentation in Echocardiography
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Aug 30, 2024 - Python
A deep learning application to uncover echocardiographic phenotypes
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Nov 22, 2023 - Jupyter Notebook
Deep learning segmentation approaches to enforce temporal consistency in echocardiography sequences in collaboration with Physense Research Group from UPF.
python opencv deep-neural-networks computer-vision deep-learning image-processing medical-imaging image-segmentation image-preprocessing echocardiography camus-dataset
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Jan 5, 2024 - Jupyter Notebook
List of my published/preprint research.
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Sep 12, 2023
Reconstructing my PhD dissertation
computer-vision image-processing image-classification image-recognition echocardiography echocardiographic-videos
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Dec 23, 2024 - Python
A spatial feedback attention module (FBA) to enhance unsupervised 3D DLIR
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Dec 4, 2024 - Jupyter Notebook
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