Fuzzy Models of the Differential Diagnosis of Pancreatic Cancer and Chronic Pancreatitis Using Endoscopic Ultrasonography Data

被引:0
作者
Korenevskiy, N. A. [1 ]
Okhotnikov, O., I [2 ]
Belozerov, V. A. [2 ]
Rodionova, S. N. [1 ]
机构
[1] SouthwestStateUniv, Kursk, Russia
[2] Kursk Reg Multidisciplinary Clin Hosp, Budgetary Healthcare Inst, Kursk, Russia
来源
BIOMEDICAL ENGINEERING-MEDITSINSKAYA TEKNIKA | 2022年 / 56卷 / 02期
关键词
D O I
10.1007/s10527-022-10183-6
中图分类号
R318 [生物医学工程];
学科分类号
0831 ;
摘要
Questions of the synthesis of fuzzy decision rules for the differential diagnosis of pancreatic cancer and chronic focal pancreatitis using a system of informative echographic features obtained by endoscopic ultrasonography are discussed. Mathematical modeling and expert evaluation showed that confidence in the correct interpretation of the nature of the pathology in the class of diseases selected reaches 0.9 and above, which allows the results obtained here to be put into practice.
引用
收藏
页码:132 / 136
页数:5
相关论文
共 15 条
[1]  
[Anonymous], 2006, ENDOSONOGRAPHY
[2]  
Belozerov V. A., 2021, ONKOL ZH LUCH DIAGNO, V4, P64
[3]  
Belozerov V. A., 2021, VESTN NOV MED TEKHNO, V28, P107
[4]  
[Бурдюков М.С. Burdyukov M.S.], 2020, [Доказательная гастроэнтерология, Russian Journal of Evidence-based Gastroenterology, Dokazatel'naya gastroenterologiya], V9, P55, DOI 10.17116/dokgastro2020904155
[5]   International Cancer of the Pancreas Screening (CAPS) Consortium summit on the management of patients with increased risk for familial pancreatic cancer [J].
Canto, Marcia Irene ;
Harinck, Femme ;
Hruban, Ralph H. ;
Offerhaus, George Johan ;
Poley, Jan-Werner ;
Kamel, Ihab ;
Nio, Yung ;
Schulick, Richard S. ;
Bassi, Claudio ;
Kluijt, Irma ;
Levy, Michael J. ;
Chak, Amitabh ;
Fockens, Paul ;
Goggins, Michael ;
Bruno, Marco .
GUT, 2013, 62 (03) :339-347
[6]   Imaging mimics of pancreatic ductal adenocarcinoma [J].
Gandhi, Namita S. ;
Feldman, Myra K. ;
Le, Ott ;
Morris-Stiff, Gareth .
ABDOMINAL RADIOLOGY, 2018, 43 (02) :273-284
[7]  
Kabanov M. Yu., 2020, VESTN NAST MED KHIRU, V15, P107
[8]   Impact of endoscopic ultrasonography on diagnosis of pancreatic cancer [J].
Kitano, Masayuki ;
Yoshida, Takeichi ;
Itonaga, Masahiro ;
Tamura, Takashi ;
Hatamaru, Keiichi ;
Yamashita, Yasunobu .
JOURNAL OF GASTROENTEROLOGY, 2019, 54 (01) :19-32
[9]  
Klöppel G, 2009, ARCH PATHOL LAB MED, V133, P382, DOI 10.1043/1543-2165-133.3.382
[10]  
Korenevsky N.A., 2019, MONOGRAPH, V472