Digital image analysis and artificial intelligence in pathology diagnostics-the Swiss view

被引:0
|
作者
Berezowska, Sabina [1 ]
Cathomas, Gieri [2 ]
Grobholz, Rainer [3 ,4 ]
Henkel, Maurice [5 ,6 ,7 ]
Jochum, Wolfram [8 ]
Koelzer, Viktor H. [9 ,10 ]
Kreutzfeldt, Mario [11 ,12 ]
Mertz, Kirsten D. [13 ]
Rossle, Matthias [14 ]
Soldini, Davide [15 ]
Zlobec, Inti [16 ]
Janowczyk, Andrew [17 ,18 ,19 ]
机构
[1] CHU Vaudois CHUV, Inst Univ Pathol, Rue Bugnon 25, CH-1011 Lausanne, Switzerland
[2] Univ Bern, Inst Tissue Med & Pathol, Bern, Switzerland
[3] Univ Zurich, Med Fac, Zurich, Switzerland
[4] Cantonal Hosp Aarau, Inst Pathol, Aarau, Switzerland
[5] Univ Hosp Basel, Res & Analyt Serv, Basel, Switzerland
[6] Univ Hosp Basel, Inst Radiol, Basel, Switzerland
[7] Univ Basel, Basel, Switzerland
[8] Cantonal Hosp St Gallen, Inst Pathol, St Gallen, Switzerland
[9] Univ Zurich, Dept Pathol & Mol Pathol, Zurich, Switzerland
[10] Univ Hosp Zurich, Zurich, Switzerland
[11] Univ Geneva, Dept Pathol & Immunol, Geneva, Switzerland
[12] Geneva Univ Hosp, Div Clin Pathol, Geneva, Switzerland
[13] Cantonal Hosp Baselland, Inst Pathol, Liestal, Switzerland
[14] Luzerner Kantonsspital, Pathol, Luzern 16, Switzerland
[15] Pathol Zentrum Zurich Med, Zurich, Switzerland
[16] Univ Bern, Inst Tissue Med & Pathol, Bern, Switzerland
[17] Emory Univ, Dept Biomed Engn, Atlanta, GA 30322 USA
[18] Geneva Univ Hosp, Div Precis Oncol, Dept Oncol, Geneva, Switzerland
[19] Geneva Univ Hosp, Div Clin Pathol, Dept Diagnost, Geneva, Switzerland
来源
PATHOLOGIE | 2023年 / 44卷 / 03期
关键词
Pathology; Digitalization; Image analysis; Artificial intelligence; Delphi process;
D O I
10.1007/s00292-023-01262-w
中图分类号
R36 [病理学];
学科分类号
100104 ;
摘要
Digital pathology (DP) is increasingly entering routine clinical pathology diagnostics. As digitization of the routine caseload advances, implementation of digital image analysis algorithms and artificial intelligence tools becomes not only attainable, but also desirable in daily sign out. The Swiss Digital Pathology Consortium (SDiPath) has initiated a Delphi process to generate best-practice recommendations for various phases of the process of digitization in pathology for the local Swiss environment, encompassing the following four topics: i) scanners, quality assurance, and validation of scans; ii) integration of scanners and systems into the pathology laboratory information system; iii) the digital workflow; and iv) digital image analysis (DIA)/artificial intelligence (AI). The current article focuses on the DIA-/AI-related recommendations generated and agreed upon by the working group and further verified by the Delphi process among the members of SDiPath. Importantly, they include the view and the currently perceived needs of practicing pathologists from multiple academic and cantonal hospitals as well as private practices.
引用
收藏
页码:222 / 224
页数:3
相关论文
共 50 条
  • [41] Review of the current state of digital image analysis in breast pathology
    Chang, Martin C.
    Mrkonjic, Miralem
    BREAST JOURNAL, 2020, 26 (06) : 1208 - 1212
  • [42] On the concept of objectivity in digital image analysis in pathology
    Tadrous, Paul J.
    PATHOLOGY, 2010, 42 (03) : 207 - 211
  • [43] Artificial Intelligence in Pancreatic Image Analysis: A Review
    Liu, Weixuan
    Zhang, Bairui
    Liu, Tao
    Jiang, Juntao
    Liu, Yong
    SENSORS, 2024, 24 (14)
  • [44] Automated image analysis and artificial intelligence in nephropathology
    Buelow, Roman D.
    Hoelscher, David L.
    Boor, Peter
    NEPHROLOGIE, 2022, 17 (06): : 369 - 375
  • [45] Pathology of transplanted heart rejection using artificial intelligence-based image analysis of endomyocardial biopsies
    Szferle, Csaba
    Saghi, Marton
    Nagy, Beata
    Horvath, Peter
    Kriston, Andras
    Kovacs, Ferenc
    Krenacs, Tibor
    Fintha, Attila
    ORVOSI HETILAP, 2024, 165 (44) : 1728 - 1734
  • [46] Developing image analysis methods for digital pathology
    Bankhead, Peter
    JOURNAL OF PATHOLOGY, 2022, 257 (04) : 391 - 402
  • [47] Analysis of artificial intelligence in thyroid diagnostics and surgery: A scoping review
    Taha, Anas
    Saad, Baraa
    Taha-Mehlitz, Stephanie
    Ochs, Vincent
    El-Awar, Joelle
    Mourad, Mohammed M.
    Neumann, Katerina
    Glaser, Christine
    Rosenberg, Robert
    Cattin, Philippe C.
    AMERICAN JOURNAL OF SURGERY, 2024, 229 : 57 - 64
  • [48] Artificial Intelligence in Digital Pathology: What Is the Future? Part 1: From the Digital Slide Onwards
    Giovagnoli, Maria Rosaria
    Giansanti, Daniele
    HEALTHCARE, 2021, 9 (07)
  • [49] An Update on the Use of Artificial Intelligence in Digital Pathology for Oral Epithelial Dysplasia Research
    Alajaji, Shahd A.
    Khoury, Zaid H.
    Jessri, Maryam
    Sciubba, James J.
    Sultan, Ahmed S.
    HEAD & NECK PATHOLOGY, 2024, 18 (01)
  • [50] Survey of liver pathologists to assess attitudes towards digital pathology and artificial intelligence
    McGenity, Clare
    Randell, Rebecca
    Bellamy, Christopher
    Burt, Alastair
    Cratchley, Alyn
    Goldin, Robert
    Hubscher, Stefan G.
    Neil, Desley A. H.
    Quaglia, Alberto
    Tiniakos, Dina
    Wyatt, Judy
    Treanor, Darren
    JOURNAL OF CLINICAL PATHOLOGY, 2024, 77 (01) : 27 - 33