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A deep learning algorithm to improve readers’ interpretation and speed of pancreatic cystic lesions on dual-phase enhanced CT

  • Published:2022-03-27 Issue:6 Volume:47 Page:2135-2147
  • ISSN:2366-0058
  • Container-title:Abdominal Radiology
  • language:en
  • Short-container-title:Abdom Radiol

Author:

Wang Xiheng,Sun Zhaoyong,Xue Huadan,Qu Taiping,Cheng Sihang,Li Juan,Li Yatong,Mao Li,Li Xiuli,Zhu Liang,Li Xiao,Zhang Longjing,Jin Zhengyu,Yu Yizhou

Funder

Elite Program of Dongcheng District of Beijing

National Natural Science Foundation of China

Key Research and Development Program

Publisher

Springer Science and Business Media LLC

Subject

Urology,Gastroenterology,Radiology, Nuclear Medicine and imaging,Radiological and Ultrasound Technology

Reference36 articles.

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2. W. Wu, J. Li, N. Pu, G. Li, X. Wang, G. Zhao, L. Wang, X. Tian, C. Yuan, Y. Miao, K. Jiang, J. Cao, X. Xu, X. Bai, Y. Yang, F. Liu, X. Bai, R. Kong, Z. Wang, D. Fu, W. Lou, S. Chinese Young Surgeon Study Group in Pancreatic(2019) Surveillance and management for serous cystic neoplasms of the pancreas based on total hazards-a multi-center retrospective study from China. Ann Transl Med. 7: 807. Doi: https://doi.org/10.21037/atm.2019.12.70

3. G. Zerboni, M. Signoretti, S. Crippa, M. Falconi, P.G. Arcidiacono, G. Capurso(2019) Systematic review and meta-analysis: Prevalence of incidentally detected pancreatic cystic lesions in asymptomatic individuals. Pancreatology. 19: 2-9. Doi: https://doi.org/10.1016/j.pan.2018.11.014

4. N.P. Valsangkar, V. Morales-Oyarvide, S.P. Thayer, C.R. Ferrone, J.A. Wargo, A.L. Warshaw, C. Fernandez-del Castillo(2012) 851 resected cystic tumors of the pancreas: a 33-year experience at the Massachusetts General Hospital. Surgery. 152: S4-12. Doi: https://doi.org/10.1016/j.surg.2012.05.033

5. S. Springer, D.L. Masica, M. Dal Molin, C. Douville, C.J. Thoburn, B. Afsari, L. Li, J.D. Cohen, E. Thompson, P.J. Allen, D.S. Klimstra, M.A. Schattner, C.M. Schmidt, M. Yip-Schneider, R.E. Simpson, C. Fernandez-Del Castillo, M. Mino-Kenudson, W. Brugge, R.E. Brand, A.D. Singhi, A. Scarpa, R. Lawlor, R. Salvia, G. Zamboni, S.M. Hong, D.W. Hwang, J.Y. Jang, W. Kwon, N. Swan, J. Geoghegan, M. Falconi, S. Crippa, C. Doglioni, J. Paulino, R.D. Schulick, B.H. Edil, W. Park, S. Yachida, S. Hijioka, J. van Hooft, J. He, M.J. Weiss, R. Burkhart, M. Makary, M.I. Canto, M.G. Goggins, J. Ptak, L. Dobbyn, J. Schaefer, N. Sillman, M. Popoli, A.P. Klein, C. Tomasetti, R. Karchin, N. Papadopoulos, K.W. Kinzler, B. Vogelstein, C.L. Wolfgang, R.H. Hruban, A.M. Lennon(2019) A multimodality test to guide the management of patients with a pancreatic cyst. Sci Transl Med. 11. Doi: https://doi.org/10.1126/scitranslmed.aav4772

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