Early prediction of severe acute pancreatitis using machine learning.

Journal: Pancreatology : official journal of the International Association of Pancreatology (IAP) ... [et al.]
Published Date:

Abstract

BACKGROUND: Acute pancreatitis (AP) is one of the most common causes of gastrointestinal-related hospitalizations in the United States. Severe AP (SAP) is associated with a mortality rate of nearly 30% and is distinguished from milder forms of AP. Risk stratification to identify SAP cases needing inpatient treatment is an important aspect of AP diagnosis.

Authors

  • Rahul Thapa
    Dascena, Inc, Houston, TX, United States.
  • Zohora Iqbal
    Dascena, Inc., Houston, TX, United States. Electronic address: ziqbal@dascena.com.
  • Anurag Garikipati
    Dascena, Inc., Houston, TX, United States.
  • Anna Siefkas
    Dascena, Inc., San Francisco, CA, USA. Electronic address: anna@dascena.com.
  • Jana Hoffman
    Dascena Inc., San Francisco, CA, United States.
  • Qingqing Mao
    Dascena Inc., Hayward, California, USA.
  • Ritankar Das
    Dascena, Inc, Hayward, California, USA.