Code Edit kakaobrain/cxr-clip 81 Tasks Edit Retrieval Datasets Edit CheXpert ChestX-ray14 Results from the Paper Edit Submit results from this paper to get state-of-the-art GitHub badges and help the community compare results to other papers. ...
import glob import logging import os import hydra from omegaconf import DictConfig, OmegaConf from cxrclip import seed_everything from cxrclip.evaluator import Evaluator log = logging.getLogger(__name__) def print_evals(evals, metric="Accuracy(Micro)", best="max"): keys = list(evals.values(...
CXR-CLIPThis is an official Pytorch Implementation of "CXR-CLIP: Toward Large Scale Chest X-ray Language-Image Pre-training" [arxiv]Environment setupWe have experimented the implementation on the following enviornment.Pytorch 1.12 CUDA 11pip install -r requirements.txt...
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Chest radiography is an extremely powerful imaging modality, allowing for a detailed inspection of a patient’s chest, but requires specialized training for proper interpretation. With the advent of high performance general purpose computer vision algorithms, the accurate automated analysis of chest radiog...
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