Machine learning-based prediction of surgical benefit in borderline resectable and locally advanced pancreatic cancer

Author:

Zhang Leiming,Yu Zehao,Jin Rong,Yang Xuanang,Ying Dongjian

Publisher

Springer Science and Business Media LLC

Subject

Cancer Research,Oncology,General Medicine

Reference27 articles.

1. Chen X, Yi B, Liu Z, Zou H, Zhou J, Zhang Z, Xiong L, Wen Y (2020) Global, regional and national burden of pancreatic cancer, 1990 to 2017: results from the Global Burden of Disease Study 2017. Pancreatology 20(3):462–469. https://doi.org/10.1016/j.pan.2020.02.011

2. Christians KK, Tsai S, Mahmoud A, Ritch P, Thomas JP, Wiebe L, Kelly T, Erickson B, Wang H, Evans DB, George B (2014) Neoadjuvant FOLFIRINOX for borderline resectable pancreas cancer: a new treatment paradigm? Oncologist 19(3):266–274. https://doi.org/10.1634/theoncologist.2013-0273

3. Cloyd JM, Chen HC, Wang X, Tzeng CD, Kim MP, Aloia TA, Vauthey JN, Lee JE, Katz MHG (2019) Chemotherapy versus chemoradiation as preoperative therapy for resectable pancreatic ductal adenocarcinoma: a propensity score adjusted analysis. Pancreas 48(2):216–222. https://doi.org/10.1097/mpa.0000000000001231

4. Cohen SJ, Dobelbower R Jr, Lipsitz S, Catalano PJ, Sischy B, Smith TJ, Haller DG (2005) A randomized phase III study of radiotherapy alone or with 5-fluorouracil and mitomycin-C in patients with locally advanced adenocarcinoma of the pancreas: Eastern Cooperative Oncology Group study E8282. Int J Radiat Oncol Biol Phys 62(5):1345–1350. https://doi.org/10.1016/j.ijrobp.2004.12.074

5. Eisenhauer EA, Therasse P, Bogaerts J, Schwartz LH, Sargent D, Ford R, Dancey J, Arbuck S, Gwyther S, Mooney M, Rubinstein L, Shankar L, Dodd L, Kaplan R, Lacombe D, Verweij J (2009) New response evaluation criteria in solid tumours: revised RECIST guideline (version 1.1). Eur J Cancer 45(2):228–247. https://doi.org/10.1016/j.ejca.2008.10.026

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