Model: heartwise/DeepCoro
Author: heartwise
Pipeline: video-classification
Library: pytorch
Tags: pytorch, medical, deep-learning, video-classification, en, dataset:arcade-dataset, dataset:mhi-clinical-database, model-index, region:us
Card metadata: language: en
metrics: dice-score, area-under-the-receiver-operating-characteristic
pipeline_tag: video-classification
tags: medical, deep-learning
datasets: arcade-dataset, mhi-clinical-database
library_name: pytorch
model-index: name: deepcoro-segmentation-algorithm
results: task: type: image-segmentation
dataset: name: arcade-dataset
type: arcade-dataset
metrics: name: dice-score
type: area-under-the-receiver-operating-characteristic
value: 72.93
verified: no
source: name: npj Digital Medicine
url: https://www.nature.com/articles/s41746-024-01134-4, name: deepcoro-stenosis-prediction-algorithm
results: task: type: video-classification
dataset: name: mhi-clinical-database
type: mhi-clinical-database
metrics: name: area-under-the-receiver-operating-characteristic
type: area-under-the-receiver-operating-characteristic
value: 0.8294
verified: no
source: name: npj Digital Medicine
url: https://www.nature.com/articles/s41746-024-01134-4
Likes: 8 | All-time downloads: 44
Created: 2023-10-17 14:04:49