Page 18 - Read Online
P. 18
Page 143 Bektaş et al. Art Int Surg 2022;2:132-43 https://dx.doi.org/10.20517/ais.2022.20
pancreaticoduodenectomy. Eur J Radiol 2021;139:109693. DOI PubMed
69. Han IW, Cho K, Ryu Y, et al. Risk prediction platform for pancreatic fistula after pancreatoduodenectomy using artificial intelligence.
World J Gastroenterol 2020;26:4453-64. DOI PubMed PMC
70. Skawran SM, Kambakamba P, Baessler B, et al. Can magnetic resonance imaging radiomics of the pancreas predict postoperative
pancreatic fistula? Eur J Radiol 2021;140:109733. DOI PubMed
71. Cos H, Li D, Williams G, et al. Predicting outcomes in patients undergoing pancreatectomy using wearable technology and machine
learning: prospective cohort study. J Med Internet Res 2021;23:e23595. DOI PubMed PMC
72. Kuwahara T, Hara K, Mizuno N, et al. Usefulness of deep learning analysis for the diagnosis of malignancy in intraductal papillary
mucinous neoplasms of the pancreas. Clin Transl Gastroenterol 2019;10:1-8. DOI PubMed PMC
73. Attiyeh MA, Chakraborty J, Gazit L, et al. Preoperative risk prediction for intraductal papillary mucinous neoplasms by quantitative
CT image analysis. HPB (Oxford) 2019;21:212-8. DOI PubMed PMC
74. Chen Y, Liu H, Zhang J, et al. Prognostic value and predication model of microvascular invasion in patients with intrahepatic
cholangiocarcinoma: a multicenter study from China. BMC Cancer 2021;21:1299. DOI PubMed PMC
75. Ren Z, He S, Fan X, et al. Survival prediction model for postoperative hepatocellular carcinoma patients. Medicine (Baltimore)
2017;96:e7902. DOI PubMed PMC
76. Orcutt ST, Anaya DA. Liver resection and surgical strategies for management of primary liver cancer. Cancer Control
2018;25:1073274817744621. DOI PubMed PMC
77. Zhu H, Li T, Du Y, Li M. Pancreatic cancer: challenges and opportunities. BMC Med 2018;16:214. DOI PubMed PMC
78. Anwanwan D, Singh SK, Singh S, Saikam V, Singh R. Challenges in liver cancer and possible treatment approaches. Biochim Biophys
Acta Rev Cancer 2020;1873:188314. DOI PubMed PMC
79. Samim M, Mungroop TH, AbuHilal M, et al; HPB-RISC Study Group. Surgeons’ assessment versus risk models for predicting
complications of hepato-pancreato-biliary surgery (HPB-RISC): a multicenter prospective cohort study. HPB (Oxford) 2018;20:809-
14. DOI PubMed
80. Li B, Qin Y, Qiu Z, Ji J, Jiang X. A cohort study of hepatectomy-related complications and prediction model for postoperative liver
failure after major liver resection in 1441 patients without obstructive jaundice. Ann Transl Med 2021;9:305. DOI PubMed PMC
81. Ma KW, Cheung TT, She WH, et al. Risk prediction model for major complication after hepatectomy for malignant tumour - a
validated scoring system from a university center. Surg Oncol 2017;26:446-52. DOI PubMed
82. Lu JH, Tong GX, Hu XY, Guo RF, Wang S. Construction and evaluation of a nomogram to predict gallstone disease based on body
composition. Int J Gen Med 2022;15:5947-56. DOI PubMed PMC
83. Shimizu Y, Hijioka S, Hirono S, et al. New model for predicting malignancy in patients with intraductal papillary mucinous neoplasm.
Ann Surg 2020;272:155-62. DOI PubMed
84. Kim MS, Kwon HJ, Park HW, et al. Preoperative prediction model for conversion of laparoscopic to open cholecystectomy in patient
with acute cholecystitis: based on clinical, laboratory, and CT parameters. J Comput Assist Tomogr 2014;38:727-32. DOI PubMed
85. Liu R, An J, Wang Z, et al. Artificial intelligence in laparoscopic cholecystectomy: does computer vision outperform human vision?
Art Int Surg 2022;2:80-92. DOI
86. Tranter-entwistle I, Eglinton T, Connor S, Hugh TJ. Operative difficulty in laparoscopic cholecystectomy: considering the role of
machine learning platforms in clinical practice. Art Int Surg 2022. DOI
87. Bzdok D, Altman N, Krzywinski M. Statistics versus machine learning. Nat Methods 2018;15:233-4. DOI PubMed PMC
88. Grant L, Joo P, Nemnom MJ, Thiruganasambandamoorthy V. Machine learning versus traditional methods for the development of risk
stratification scores: a case study using original Canadian Syncope Risk Score data. Intern Emerg Med 2022;17:1145-53. DOI
PubMed
89. Mandrekar JN. Receiver operating characteristic curve in diagnostic test assessment. J Thorac Oncol 2010;5:1315-6. DOI PubMed
90. Kusters R, Misevic D, Berry H, et al. Interdisciplinary research in artificial intelligence: challenges and opportunities. Front Big Data
2020;3:577974. DOI PubMed PMC