Medical Procedure
5 papers with code • 1 benchmarks • 2 datasets
Predicting medical procedures performed during a hospital admission.
Benchmarks
These leaderboards are used to track progress in Medical Procedure
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MedConceptsQA
Clinical Admission Notes from MIMIC-III
Most implemented papers
Clinical Outcome Prediction from Admission Notes using Self-Supervised Knowledge Integration
Outcome prediction from clinical text can prevent doctors from overlooking possible risks and help hospitals to plan capacities.
Probabilistic 3D segmentation for aleatoric uncertainty quantification in full 3D medical data
cviviers/prob_3d_segmentation
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To this end, we have developed a 3D probabilistic segmentation framework augmented with NFs, to enable capturing the distributions of various complexity.
MeVGAN: GAN-based Plugin Model for Video Generation with Applications in Colonoscopy
gmum/mevgan
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However, video generation of high-resolution data is a very demanding task for generative models, due to the large need for memory.
Diverse Image Generation with Diffusion Models and Cross Class Label Learning for Polyp Classification
For precise classification and early diagnosis of such polyps, the medical procedure of colonoscopy has been widely adopted paired with various imaging techniques, including narrow band imaging and white light imaging.
