A machine learning algorithm predicts molecular subtypes in pancreatic ductal adenocarcinoma with differential response to gemcitabine-based versus FOLFIRINOX chemotherapy-Reference-Cited by-同舟云学术

A machine learning algorithm predicts molecular subtypes in pancreatic ductal adenocarcinoma with differential response to gemcitabine-based versus FOLFIRINOX chemotherapy

Published:2019-10-02 Issue:10 Volume:14 Page:e0218642
ISSN:1932-6203
Container-title:PLOS ONE
language:en
Short-container-title:PLoS ONE

Author:

Kaissis Georgios^ORCID,Ziegelmayer Sebastian,Lohöfer Fabian,Steiger Katja,Algül Hana,Muckenhuber Alexander^ORCID,Yen Hsi-Yu,Rummeny Ernst,Friess Helmut,Schmid Roland,Weichert Wilko,Siveke Jens T.,Braren Rickmer

Funder

Deutsche Forschungsgemeinschaft

Publisher

Public Library of Science (PLoS)

Subject

Multidisciplinary

Reference31 articles.

1. Results of a randomized phase III trial (MPACT) of weekly nab-paclitaxel plus gemcitabine versus gemcitabine alone for patients with metastatic adenocarcinoma of the pancreas with PET and CA19-9 correlates;DD Von Hoff;J Clin Oncol,2013

2. Increased Survival in Pancreatic Cancer with nab-Paclitaxel plus Gemcitabine;DD Von Hoff;N Engl J Med,2013

3. FOLFIRINOX versus Gemcitabine for Metastatic Pancreatic Cancer;T Conroy;N Engl J Med,2011

4. Molecular subtypes of pancreatic cancer;EA Collisson;Nat Rev Gastroenterol Hepatol,2019

5. Pancreatic Ductal Adenocarcinoma Subtyping Using the Biomarkers Hepatocyte Nuclear Factor-1A and Cytokeratin-81 Correlates with Outcome and Treatment Response;A Muckenhuber;Clin Cancer Res,2018

Cited by 58 articles. 订阅此论文施引文献订阅此论文施引文献，注册后可以免费订阅5篇论文的施引文献，订阅后可以查看论文全部施引文献

1. Understanding the Conundrum of Pancreatic Cancer in the Omics Sciences Era;International Journal of Molecular Sciences;2024-07-11

2. Novel machine‐learning model for predicting lymph node metastasis in resectable pancreatic ductal adenocarcinoma;Annals of Gastroenterological Surgery;2024-06-17

3. Pancreatic Ductal Adenocarcinoma (PDAC): A Review of Recent Advancements Enabled by Artificial Intelligence;Cancers;2024-06-17

4. A deep learning based approach for image retrieval extraction in mobile edge computing;Journal of Umm Al-Qura University for Engineering and Architecture;2024-05-21

5. The prognostic, predictive and clinicopathological impact of KRT81 / HNF1A- and GATA6- based transcriptional subtyping in pancreatic cancer;2024-04-30