AIMC Topic: Pancreatic Ducts

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Deep learning reconstruction for accelerated 3-D magnetic resonance cholangiopancreatography.

La Radiologia medica Mar 18, 2025
PURPOSE: This study aimed to compare a conventional three-dimensional (3-D) magnetic resonance cholangiopancreatography (MRCP) sequence with a deep learning (DL)-accelerated MRCP sequence (hereafter, MRCP) regarding acquisition time and image quality...
Aged Adult Male Humans Prospective Studies Female Pancreatic Diseases Pancreatic Ducts Cholangiopancreatography, Magnetic Resonance Middle Aged Deep Learning Imaging, Three-Dimensional
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Development and validation of a machine learning-based, point-of-care risk calculator for post-ERCP pancreatitis and prophylaxis selection.

Gastrointestinal endoscopy Aug 13, 2024
BACKGROUND AND AIMS: A robust model of post-ERCP pancreatitis (PEP) risk is not currently available. We aimed to develop a machine learning-based tool for PEP risk prediction to aid in clinical decision making related to periprocedural prophylaxis se...
Machine Learning Prospective Studies Clinical Decision-Making Humans Male Point-of-Care Systems Middle Aged Female Risk Factors Aged Fluid Therapy Stents Cholangiopancreatography, Endoscopic Retrograde ROC Curve Risk Assessment Pancreatitis Anti-Inflammatory Agents, Non-Steroidal Pilot Projects Pancreatic Ducts Area Under Curve Administration, Rectal
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Reinforcement learning-based anatomical maps for pancreas subregion and duct segmentation.

Medical physics Jul 19, 2024
BACKGROUND: The pancreas is a complex abdominal organ with many anatomical variations, and therefore automated pancreas segmentation from medical images is a challenging application.
Pancreas Pancreatic Ducts Humans Machine Learning Tomography, X-Ray Computed Imaging, Three-Dimensional Image Processing, Computer-Assisted
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Automatic Detection of Pancreatic Lesions and Main Pancreatic Duct Dilatation on Portal Venous CT Scans Using Deep Learning.

Investigative radiology Jun 8, 2023
OBJECTIVES: This study proposes and evaluates a deep learning method to detect pancreatic neoplasms and to identify main pancreatic duct (MPD) dilatation on portal venous computed tomography scans.
Pancreatic Ducts Carcinoma, Pancreatic Ductal Pancreas Adenocarcinoma, Mucinous Pancreatic Neoplasms Dilatation Humans Retrospective Studies Tomography, X-Ray Computed Deep Learning
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Rapid 3D breath-hold MR cholangiopancreatography using deep learning-constrained compressed sensing reconstruction.

European radiology Nov 10, 2022
OBJECTIVES: To compare the image quality of three-dimensional breath-hold magnetic resonance cholangiopancreatography with deep learning-based compressed sensing reconstruction (3D DL-CS-MRCP) to those of 3D breath-hold MRCP with compressed sensing (...
Pancreatic Ducts Cholangiopancreatography, Magnetic Resonance Deep Learning Humans Imaging, Three-Dimensional Pancreatic Diseases
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Three-dimensional simulation of the pancreatic parenchyma, pancreatic duct and vascular arrangement in pancreatic surgery using a deep learning algorithm.

PloS one Oct 28, 2022
Three-dimensional surgical simulation, already in use for hepatic surgery, can be used in pancreatic surgery. However, some problems still need to be overcome to achieve more precise pancreatic surgical simulation. The present study evaluates the per...
Humans Artificial Intelligence Algorithms Deep Learning Pancreatic Neoplasms Pancreatic Ducts
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Pancreatic fistulas following distal pancreatectomy are unrelated to the texture quality of the pancreas.

Langenbeck's archives of surgery Jan 8, 2021
PURPOSE: The relevance of pancreatic texture for pancreatic fistula (POPF) formation after distal pancreatectomy (DP) remains ill defined. Recent POPF definition adjustments and common subjective pancreatic texture assessment are further drawbacks in...
Pancreatic Fistula Pancreatic Ducts Robotics Pancreas Pancreatectomy Humans Risk Factors Retrospective Studies Postoperative Complications
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Support Vector Machine Based on microRNA Expression Profiles to Predict Histological Origin of Ampullary Carcinoma: Case Report of a Patient Affected From Adenocarcinoma of the Papilla of Vater With Lynch Syndrome.

Pancreas Apr 1, 2016
Adenocarcinomas of Vater's papilla (PVAC) may originate from either the pancreatic duct or the intestinal epithelium. Conflicting data have been reported about the frequency of the 2 anatomical entities and their influence on patients' prognosis. To ...
Pancreatic Neoplasms Carcinoma Family Health Male Pancreatic Ducts Pedigree Adenocarcinoma Middle Aged Female Colorectal Neoplasms, Hereditary Nonpolyposis Adolescent Gene Expression Profiling Support Vector Machine Humans Young Adult Ampulla of Vater Child MicroRNAs Adult Gene Expression Regulation, Neoplastic Prognosis
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