Medical Procedure
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Benchmarks
Most implemented
Diverse Image Generation with Diffusion Models and Cross Class Label Learning for Polyp Classification
MeVGAN: GAN-based Plugin Model for Video Generation with Applications in Colonoscopy
Papers
AURA-CVC: Autonomous Ultrasound-guided Robotic Assistance for Central Venous Catheterization
Purpose: Central venous catheterization (CVC) is a critical medical procedure for vascular access, hemodynamic monitoring, and life-saving interventions. Its success remains challenging due to the need for continuous ult…
Medical ProcedureMotion PlanningA Retrieval-Based Approach to Medical Procedure Matching in Romanian
Accurately mapping medical procedure names from healthcare providers to standardized terminology used by insurance companies is a crucial yet complex task. Inconsistencies in naming conventions lead to missclasified proc…
Medical ProcedureRetrievalSentenceSentence EmbeddingsDiverse Image Generation with Diffusion Models and Cross Class Label Learning for Polyp Classification
Pathologic diagnosis is a critical phase in deciding the optimal treatment procedure for dealing with colorectal cancer (CRC). Colonic polyps, precursors to CRC, can pathologically be classified into two major types: ade…
Image GenerationMedical ProcedureMultimodal Medical Disease Classification with LLaMA II
Medical patient data is always multimodal. Images, text, age, gender, histopathological data are only few examples for different modalities in this context. Processing and integrating this multimodal data with deep learn…
ClassificationMedical ProcedurePredicting Mitral Valve mTEER Surgery Outcomes Using Machine Learning and Deep Learning Techniques
Mitral Transcatheter Edge-to-Edge Repair (mTEER) is a medical procedure utilized for the treatment of mitral valve disorders. However, predicting the outcome of the procedure poses a significant challenge. This paper mak…
Medical ProcedureMixed Reality Communication for Medical Procedures: Teaching the Placement of a Central Venous Catheter
Medical procedures are an essential part of healthcare delivery, and the acquisition of procedural skills is a critical component of medical education. Unfortunately, procedural skill is not evenly distributed among medi…
Medical ProcedureMixed Reality