---
title: A Deep Learning Approach to Analysis of MRCP Images Predicts Clinical Events and Progression to Cirrhosis in Patients With Primary Sclerosing Cholangitis
description: A Deep Learning Approach to Analysis of MRCP Images Predicts Clinical Events and Progression to Cirrhosis in Patients With Primary Sclerosing Cholangitis
---

[PathAI Resources ](https://www.pathai.com/resources)

# [A Deep Learning Approach to Analysis of MRCP Images Predicts Clinical Events and Progression to Cirrhosis in Patients With Primary Sclerosing Cholangitis](https://www.pathai.com/resources/a-deep-learning-approach-to-analysis-of-mrcp-images-predicts-clinical-events-and-progression-to-cirrhosis-in-patients-with-primary-sclerosing-cholangitis)

 Written by [Admin](https://www.pathai.com/resources/author/admin) | Jun 23, 2021 4:00:00 AM

## Study Background

 ♦ Primary sclerosing cholangitis (PSC) is a chronic heterogeneous cholangiopathy and prognostic scores have modest ability to predict clinical outcomes.

♦ Magnetic resonance cholangiopancreatography (MRCP) is the primary method of PSC diagnosis, but its prognostic utility remains unclear. Prakash et al.

[View Poster](https://www.pathai.com/hubfs/2025%20Assets/Prakash-EASL2020-140x90cm@100_5_FINAL_SUBMITTED.pdf)

[View full post](https://www.pathai.com/resources/a-deep-learning-approach-to-analysis-of-mrcp-images-predicts-clinical-events-and-progression-to-cirrhosis-in-patients-with-primary-sclerosing-cholangitis)

```json
{
  "@context" : "http://schema.org",
  "@type" : "BlogPosting",
  "author" : {
    "@type" : "Person",
    "name" : "Admin"
  },
  "dateModified" : "2025-08-06T20:40:47.167Z",
  "datePublished" : "2021-06-23T04:00:00Z",
  "headline" : "A Deep Learning Approach to Analysis of MRCP Images Predicts Clinical Events and Progression to Cirrhosis in Patients With Primary Sclerosing Cholangitis",
  "image" : {
    "@type" : "ImageObject",
    "height" : 60,
    "url" : "/hs/hsstatic/content_shared_assets/static-1.4092/img/default-amp-logo.png",
    "width" : 60
  },
  "mainEntityOfPage" : "https://www.pathai.com/resources/a-deep-learning-approach-to-analysis-of-mrcp-images-predicts-clinical-events-and-progression-to-cirrhosis-in-patients-with-primary-sclerosing-cholangitis",
  "publisher" : {
    "@type" : "Organization",
    "logo" : {
      "@type" : "ImageObject",
      "height" : 60,
      "url" : "/hs/hsstatic/content_shared_assets/static-1.4092/img/default-amp-logo.png",
      "width" : 60
    },
    "name" : "PathAI Resources"
  }
}
```