SOTAVerified

Medical Procedure

Predicting medical procedures performed during a hospital admission.

Papers

Recently AddedMost HypedMost ActiveNeeds VerificationMost Verified

Showing 11–20 of 23 papers

TitleStatusHype
Predicting Mitral Valve mTEER Surgery Outcomes Using Machine Learning and Deep Learning Techniques—0
Self-supervised deep convolutional neural network for chest X-ray classification—0
The rejection that defies anti-rejection drugs. Chronic vascular rejection (allograft vasculopathy): The role of terminology and linguistic relativity—0
UGCANet: A Unified Global Context-Aware Transformer-based Network with Feature Alignment for Endoscopic Image Analysis—0
Vicomtech at eHealth-KD Challenge 2020: Deep End-to-End Model for Entity and Relation Extraction in Medical Text—0
Video-based computer aided arthroscopy for patient specific reconstruction of the Anterior Cruciate Ligament—0
WarpEM: Dynamic Time Warping for Accurate Catheter Registration in EM-guided Procedures—0
A Knowledge-driven Generative Model for Multi-implication Chinese Medical Procedure Entity Normalization—0
WCE Polyp Detection with Triplet based Embeddings—0
A Retrieval-Based Approach to Medical Procedure Matching in Romanian—0
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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