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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 1–10 of 23 papers

Title	Date	Tasks	Status	Hype	Score
Clinical Outcome Prediction from Admission Notes using Self-Supervised Knowledge Integration	Feb 8, 2021	Length-of-Stay predictionMedical Diagnosis	CodeCode Available	1	5
Probabilistic 3D segmentation for aleatoric uncertainty quantification in full 3D medical data	May 1, 2023	Decision MakingLung Nodule Segmentation	CodeCode Available	1	5
BanglaBioMed: A Biomedical Named-Entity Annotated Corpus for Bangla (Bengali)	May 1, 2022	AnatomyArticles	CodeCode Available	0	5
Diverse Image Generation with Diffusion Models and Cross Class Label Learning for Polyp Classification	Feb 8, 2025	Image GenerationMedical Procedure	CodeCode Available	0	5
MeVGAN: GAN-based Plugin Model for Video Generation with Applications in Colonoscopy	Nov 7, 2023	Generative Adversarial NetworkMedical Procedure	CodeCode Available	0	5
Decision-Making under Miscalibration	Mar 18, 2022	Binary ClassificationDecision Making	—Unverified	0	0
ColibriDoc: An Eye-in-Hand Autonomous Trocar Docking System	Nov 30, 2021	Medical ProcedureNavigate	—Unverified	0	0
Management and Detection System for Medical Surgical Equipment	Nov 4, 2022	ManagementMedical Procedure	—Unverified	0	0
Freehand Ultrasound Image Simulation with Spatially-Conditioned Generative Adversarial Networks	Jul 17, 2017	AnatomyImage Registration	—Unverified	0	0
Boosting algorithms for uplift modeling	Jul 20, 2018	MarketingMedical Procedure	—Unverified	0	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