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Related Concept Videos

Endoscopic Procedures V: ERCP01:26

Endoscopic Procedures V: ERCP

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Endoscopic Retrograde Cholangiopancreatography (ERCP) is a diagnostic procedure that combines endoscopy and fluoroscopy to diagnose and treat conditions related to the bile ducts, pancreatic ducts, and gallbladder. This procedure is beneficial for identifying and addressing blockages, gallstones, strictures, and tumors within the biliary or pancreatic systems. ERCP is both diagnostic and therapeutic, offering the ability to visualize and treat identified problems in one session.
Patient...
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Ultrasound II: Endoscopic Ultrasound and FibroScan01:25

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Endoscopic Ultrasound (EUS) and FibroScan are valuable diagnostic tools in gastroenterology and hepatology, each with specific applications and techniques.
Endoscopic Ultrasound (EUS):
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Endoscopic Procedures I: Esophagogastroduodenoscopy01:29

Endoscopic Procedures I: Esophagogastroduodenoscopy

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An Esophagogastroduodenoscopy (EGD) is a diagnostic procedure in which an endoscopist uses a flexible, lighted endoscope to visualize the upper gastrointestinal (GI) tract. The procedure includes visualizing the oropharynx, esophagus, stomach, and the first part of the small intestine, the duodenum.
During an EGD, the endoscope can be used to:
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Endoscopic Procedures III: Video Capsule Endoscopy01:28

Endoscopic Procedures III: Video Capsule Endoscopy

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Capsule endoscopy, or wireless or video capsule endoscopy, is a diagnostic procedure for examining the entire gastrointestinal tract. Patients swallow a capsule about the size of a vitamin tablet. The capsule is equipped with a transmitter, a battery, an LED light source, and a color video camera to capture images throughout the gastrointestinal tract. This procedure is particularly useful for diagnosing conditions such as Crohn's disease, ulcerative colitis, tumors, polyps, ulcers,...
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Peptic Ulcer Disease III: Clinical Manifestations and Diagnostic Studies01:28

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Peptic ulcer disease (PUD) presents with diverse symptoms depending on the location and severity of the ulcer. Clinical manifestations of peptic ulcer include dull pain and a burning sensation in the mid-epigastric region.
Few clinical manifestations differentiate gastric ulcers from duodenal ulcers. Distinctions in the location, timing, and pain relief are crucial for healthcare providers in differentiating between gastric and duodenal ulcers during clinical assessments.
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Updated: Jul 8, 2025

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Predictive models in EUS/ERCP.

Barbara Lattanzi1, Daryl Ramai2, Paraskevas Gkolfakis3

  • 1Gastroenterology and Emergency Endoscopy Unit, Sandro Pertini Hospital of Rome, Italy.

Best Practice & Research. Clinical Gastroenterology
|December 16, 2023
PubMed
Summary
This summary is machine-generated.

Predictive models for endoscopic retrograde cholangiopancreatography (ERCP) and endoscopic ultrasound (EUS) can improve patient care. Further research is needed to fully integrate these tools into clinical practice.

Keywords:
Artificial intelligenceEndoscopic retrograde cholangiopancreatographyEndoscopic ultrasoundPredictive model

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Area of Science:

  • Gastroenterology
  • Medical Informatics

Background:

  • Predictive models (PMs) offer potential benefits in endoscopic retrograde cholangiopancreatography (ERCP) and endoscopic ultrasound (EUS).
  • Clinical utility requires accuracy, ease of use, and objective variables.

Purpose of the Study:

  • To review the current status of predictive models in ERCP and EUS.
  • To discuss their clinical implications and future directions.

Main Methods:

  • Literature review of existing predictive models in ERCP and EUS.
  • Analysis of model characteristics, applications, and limitations.

Main Results:

  • ERCP models predict indication, success probability, and adverse events using patient and procedural data.
  • EUS models use clinical and imaging data to predict malignancy, lesions, and intervention risks.
  • Current models require further validation and refinement for routine use.

Conclusions:

  • Predictive models in ERCP and EUS show promise for enhancing patient outcomes and diagnostic accuracy.
  • Continued research and validation are essential for maximizing their clinical impact.