The future of pancreatic cancer prognosis: machine learning and radiomics integration

被引:0
|
作者
Verma, Amogh [1 ,2 ]
Singh, Jaskirat [2 ]
Ndabashinze, Rodrigue [3 ]
Sah, Sanjit [1 ]
Pant, Manu [4 ,5 ]
Khatib, Mahalaqua N. [6 ]
Singh, Mahendra P. [7 ,8 ]
Zahiruddin, Quazi S. [9 ]
Rustagi, Sarvesh [10 ]
机构
[1] SR Sanjeevani Hosp, Kalyanpur, Siraha, Nepal
[2] Rama Med Coll Hosp & Res Ctr, Hapur, India
[3] Univ Burundi, Bujumbura, Burundi
[4] Graph Era Deemed be Univ Clement Town Dehradun, Dept Biotechnol, Dehra Dun, India
[5] Graph Era Hill Univ Clement Town Dehradun, Dept Allied Sci, Dehra Dun, India
[6] Datta Meghe Inst Higher Educ, Global Consortium Publ Hlth & Res, Div Evidence Synth, Wardha, India
[7] Saveetha Univ, Saveetha Med Coll & Hosp, Saveetha Inst Med & Tech Sci, Ctr Global Hlth Res, Chennai, India
[8] AL Mustaqbal Univ, Med Labs Tech Dept, Hillah, Babil, Iraq
[9] Datta Meghe Inst Higher Educ, South Asia Infant Feeding Res Network SAIFRN, Global Consortium Publ Hlth & Res, Div Evidence Synth, Wardha, India
[10] Uttaranchal Univ, Sch Appl & Life Sci, Dehra Dun, Uttarakhand, India
关键词
D O I
10.1097/IO9.0000000000000158
中图分类号
R826.8 [整形外科学]; R782.2 [口腔颌面部整形外科学]; R726.2 [小儿整形外科学]; R62 [整形外科学(修复外科学)];
学科分类号
摘要
引用
收藏
页码:653 / 655
页数:3
相关论文
共 50 条
  • [1] Predicted prognosis of pancreatic cancer patients by machine learning
    Higashi, M.
    Yokoyama, S.
    Tanimoto, A.
    VIRCHOWS ARCHIV, 2020, 477 : S198 - S198
  • [2] Predicted Prognosis of Patients with Pancreatic Cancer by Machine Learning
    Yokoyama, Seiya
    Hamada, Taiji
    Higashi, Michiyo
    Matsuo, Kei
    Maemura, Kosei
    Kurahara, Hiroshi
    Horinouchi, Michiko
    Hiraki, Tsubasa
    Sugimoto, Tomoyuki
    Akahane, Toshiaki
    Yonezawa, Suguru
    Kornmann, Marko
    Batra, Surinder K.
    Hollingsworth, Michael A.
    Tanimoto, Akihide
    CLINICAL CANCER RESEARCH, 2020, 26 (10) : 2411 - 2421
  • [3] Prognostic value of FDG-PET radiomics with machine learning in pancreatic cancer
    Yoshitaka Toyama
    Masatoshi Hotta
    Fuyuhiko Motoi
    Kentaro Takanami
    Ryogo Minamimoto
    Kei Takase
    Scientific Reports, 10
  • [4] Prognostic value of FDG-PET radiomics with machine learning in pancreatic cancer
    Toyama, Yoshitaka
    Hotta, Masatoshi
    Motoi, Fuyuhiko
    Takanami, Kentaro
    Minamimoto, Ryogo
    Takase, Kei
    SCIENTIFIC REPORTS, 2020, 10 (01)
  • [5] Radiomics in pancreatic cancer for oncologist: Present and future
    de la Pinta, Carolina
    HEPATOBILIARY & PANCREATIC DISEASES INTERNATIONAL, 2022, 21 (04) : 356 - 361
  • [6] Radiomics in pancreatic cancer for oncologist: Present and future
    Carolina de la Pinta
    Hepatobiliary&PancreaticDiseasesInternational, 2022, 21 (04) : 356 - 361
  • [7] Machine Learning in Lung Cancer Radiomics
    Li, Jiaqi
    Li, Zhuofeng
    Wei, Lei
    Zhang, Xuegong
    MACHINE INTELLIGENCE RESEARCH, 2023, 20 (06) : 753 - 782
  • [8] Machine Learning in Lung Cancer Radiomics
    Jiaqi Li
    Zhuofeng Li
    Lei Wei
    Xuegong Zhang
    Machine Intelligence Research, 2023, 20 : 753 - 782
  • [9] Radiomics and machine learning applications in rectal cancer: Current update and future perspectives
    Stanzione, Arnaldo
    Verde, Francesco
    Romeo, Valeria
    Boccadifuoco, Francesca
    Mainenti, Pier Paolo
    Maurea, Simone
    WORLD JOURNAL OF GASTROENTEROLOGY, 2021, 27 (32) : 5306 - 5321
  • [10] Radiomics and machine learning applications in rectal cancer: Current update and future perspectives
    Arnaldo Stanzione
    Francesco Verde
    Valeria Romeo
    Francesca Boccadifuoco
    Pier Paolo Mainenti
    Simone Maurea
    World Journal of Gastroenterology, 2021, (32) : 5306 - 5321