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Medical Procedure

Predicting medical procedures performed during a hospital admission.

Papers

Recently Added Most Hyped Most Active Needs Verification Most Verified

Showing 11–20 of 23 papers

Title	Date	Tasks	Status	Hype
Pain Detection in Masked Faces during Procedural Sedation	Nov 12, 2022	Medical Procedure	—Unverified	0
Management and Detection System for Medical Surgical Equipment	Nov 4, 2022	ManagementMedical Procedure	—Unverified	0
BanglaBioMed: A Biomedical Named-Entity Annotated Corpus for Bangla (Bengali)	May 1, 2022	AnatomyArticles	CodeCode Available	0
Decision-Making under Miscalibration	Mar 18, 2022	Binary ClassificationDecision Making	—Unverified	0
ColibriDoc: An Eye-in-Hand Autonomous Trocar Docking System	Nov 30, 2021	Medical ProcedureNavigate	—Unverified	0
Self-supervised deep convolutional neural network for chest X-ray classification	Mar 4, 2021	DiagnosticGeneral Classification	—Unverified	0
Clinical Outcome Prediction from Admission Notes using Self-Supervised Knowledge Integration	Feb 8, 2021	Length-of-Stay predictionMedical Diagnosis	CodeCode Available	1
A Knowledge-driven Generative Model for Multi-implication Chinese Medical Procedure Entity Normalization	Nov 1, 2020	Medical Procedure	—Unverified	0
Vicomtech at eHealth-KD Challenge 2020: Deep End-to-End Model for Entity and Relation Extraction in Medical Text	Sep 20, 2020	Medical DiagnosisMedical Procedure	—Unverified	0
WCE Polyp Detection with Triplet based Embeddings	Dec 10, 2019	Medical ProcedureMetric Learning	—Unverified	0

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Benchmark Results

#	Model	Metric	Claimed	Verified	Status
1	CORe	AUROC	88.37	—	Unverified
2	BioBERT Base	AUROC	86.36	—	Unverified
3	BERT Base	AUROC	85.84	—	Unverified
4	CORe	AUROC	84.04	—	Unverified
5	CORe	AUROC	83.54	—	Unverified
6	BioBERT Base	AUROC	82.81	—	Unverified
7	BioBERT Base	AUROC	82.55	—	Unverified
8	BERT Base	AUROC	81.13	—	Unverified
9	CORe	AUROC	72.53	—	Unverified
10	BioBERT Base	AUROC	71.59	—	Unverified