SOTAVerified

Medical Procedure

Predicting medical procedures performed during a hospital admission.

Papers

Recently AddedMost HypedMost ActiveNeeds VerificationMost Verified

Showing 1–10 of 23 papers

TitleStatusHype
A Retrieval-Based Approach to Medical Procedure Matching in Romanian—0
Diverse Image Generation with Diffusion Models and Cross Class Label Learning for Polyp ClassificationCode0
Multimodal Medical Disease Classification with LLaMA II—0
Predicting Mitral Valve mTEER Surgery Outcomes Using Machine Learning and Deep Learning Techniques—0
Mixed Reality Communication for Medical Procedures: Teaching the Placement of a Central Venous Catheter—0
MeVGAN: GAN-based Plugin Model for Video Generation with Applications in ColonoscopyCode0
The rejection that defies anti-rejection drugs. Chronic vascular rejection (allograft vasculopathy): The role of terminology and linguistic relativity—0
WarpEM: Dynamic Time Warping for Accurate Catheter Registration in EM-guided Procedures—0
UGCANet: A Unified Global Context-Aware Transformer-based Network with Feature Alignment for Endoscopic Image Analysis—0
Probabilistic 3D segmentation for aleatoric uncertainty quantification in full 3D medical dataCode1
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Benchmark Results

#ModelMetricClaimedVerifiedStatus
1COReAUROC88.37—Unverified
2BioBERT BaseAUROC86.36—Unverified
3BERT BaseAUROC85.84—Unverified
4COReAUROC84.04—Unverified
5COReAUROC83.54—Unverified
6BioBERT BaseAUROC82.81—Unverified
7BioBERT BaseAUROC82.55—Unverified
8BERT BaseAUROC81.13—Unverified
9COReAUROC72.53—Unverified
10BioBERT BaseAUROC71.59—Unverified