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
Probabilistic 3D segmentation for aleatoric uncertainty quantification in full 3D medical dataCode1
Clinical Outcome Prediction from Admission Notes using Self-Supervised Knowledge IntegrationCode1
A Knowledge-driven Generative Model for Multi-implication Chinese Medical Procedure Entity Normalization—0
Management and Detection System for Medical Surgical Equipment—0
ColibriDoc: An Eye-in-Hand Autonomous Trocar Docking System—0
Decision-Making under Miscalibration—0
Freehand Ultrasound Image Simulation with Spatially-Conditioned Generative Adversarial Networks—0
Boosting algorithms for uplift modeling—0
A Retrieval-Based Approach to Medical Procedure Matching in Romanian—0
Mixed Reality Communication for Medical Procedures: Teaching the Placement of a Central Venous Catheter—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