Papers Medical Procedure
“Medical Procedure” 태그가 달린 논문 24편 · 필터 해제
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 RealityMeVGAN: GAN-based Plugin Model for Video Generation with Applications in Colonoscopy
Video generation is important, especially in medicine, as much data is given in this form. However, video generation of high-resolution data is a very demanding task for generative models, due to the large need for memor…
Generative Adversarial NetworkMedical ProcedureVideo GenerationThe rejection that defies anti-rejection drugs. Chronic vascular rejection (allograft vasculopathy): The role of terminology and linguistic relativity
Solid organ transplantation has by now become a common medical procedure. Owing to the introduction of new immunosuppressive drugs, the allograft loss due to acute rejection has been reduced significantly over time. Trag…
Medical ProcedureWarpEM: Dynamic Time Warping for Accurate Catheter Registration in EM-guided Procedures
Accurate catheter tracking is crucial during minimally invasive endovascular procedures (MIEP), and electromagnetic (EM) tracking is a widely used technology that serves this purpose. However, registration between preope…
Dynamic Time WarpingMedical ProcedureUGCANet: A Unified Global Context-Aware Transformer-based Network with Feature Alignment for Endoscopic Image Analysis
Gastrointestinal endoscopy is a medical procedure that utilizes a flexible tube equipped with a camera and other instruments to examine the digestive tract. This minimally invasive technique allows for diagnosing and man…
DiagnosticMedical Image SegmentationMedical ProcedurePrognosisProbabilistic 3D segmentation for aleatoric uncertainty quantification in full 3D medical data
Uncertainty quantification in medical images has become an essential addition to segmentation models for practical application in the real world. Although there are valuable developments in accurate uncertainty quantific…
Decision MakingLung Nodule SegmentationMedical ProcedureSegmentation+1Pain Detection in Masked Faces during Procedural Sedation
Pain monitoring is essential to the quality of care for patients undergoing a medical procedure with sedation. An automated mechanism for detecting pain could improve sedation dose titration. Previous studies on facial p…
Medical ProcedureManagement and Detection System for Medical Surgical Equipment
Retained surgical bodies (RSB) are any foreign bodies left inside the patient after a medical procedure. RSB is often caused by human mistakes or miscommunication between medical staff during the procedure. Infection, me…
ManagementMedical ProcedureBanglaBioMed: A Biomedical Named-Entity Annotated Corpus for Bangla (Bengali)
Recognizing biomedical entities in the text has significance in biomedical and health science research, as it benefits myriad downstream tasks, including entity linking, relation extraction, or entity resolution. While E…
AnatomyArticlesEntity LinkingEntity Resolution+2Decision-Making under Miscalibration
ML-based predictions are used to inform consequential decisions about individuals. How should we use predictions (e.g., risk of heart attack) to inform downstream binary classification decisions (e.g., undergoing a medic…
Binary ClassificationDecision MakingMedical ProcedureColibriDoc: An Eye-in-Hand Autonomous Trocar Docking System
Retinal surgery is a complex medical procedure that requires exceptional expertise and dexterity. For this purpose, several robotic platforms are currently being developed to enable or improve the outcome of microsurgica…
Medical ProcedureNavigatePositionSelf-supervised deep convolutional neural network for chest X-ray classification
Chest radiography is a relatively cheap, widely available medical procedure that conveys key information for making diagnostic decisions. Chest X-rays are almost always used in the diagnosis of respiratory diseases such …
DiagnosticGeneral ClassificationMedical ProcedureX-ray ClassificationClinical Outcome Prediction from Admission Notes using Self-Supervised Knowledge Integration
Outcome prediction from clinical text can prevent doctors from overlooking possible risks and help hospitals to plan capacities. We simulate patients at admission time, when decision support can be especially valuable, a…
Length-of-Stay predictionMedical DiagnosisMedical ProcedureMortality Prediction+1A Knowledge-driven Generative Model for Multi-implication Chinese Medical Procedure Entity Normalization
Medical entity normalization, which links medical mentions in the text to entities in knowledge bases, is an important research topic in medical natural language processing. In this paper, we focus on Chinese medical pro…
Medical ProcedureVicomtech at eHealth-KD Challenge 2020: Deep End-to-End Model for Entity and Relation Extraction in Medical Text
This paper describes the participation of the Vicomtech NLP team in the eHealth-KD 2020 shared task about detecting and classifying entities and relations in health-related texts written in Spanish. The proposed system …
Medical DiagnosisMedical ProcedureMulti-Label Classification Of Biomedical TextsRelation Extraction