Using Artificial Intelligence to Find the Optimal Margin Width in Hepatectomy for Colorectal Cancer Liver Metastases

Author:

Bertsimas Dimitris1,Margonis Georgios Antonios23,Sujichantararat Suleeporn4,Boerner Thomas2,Ma Yu1,Wang Jane5,Kamphues Carsten3,Sasaki Kazunari6,Tang Seehanah1,Gagniere Johan7,Dupré Aurelien7,Løes Inger Marie89,Wagner Doris10,Stasinos Georgios11,Macher-Beer Andrea12,Burkhart Richard5,Morioka Daisuke13,Imai Katsunori14,Ardiles Victoria15,O’Connor Juan Manuel16,Pawlik Timothy M.17,Poultsides George18,Seeliger Hendrik3,Beyer Katharina3,Kaczirek Klaus19,Kornprat Peter10,Aucejo Federico N.6,de Santibañes Eduardo15,Baba Hideo14,Endo Itaru13,Lønning Per Eystein89,Kreis Martin E.3,Weiss Matthew J.520,Wolfgang Christopher L.521,D’Angelica Michael2

Affiliation:

1. Operations Research Center, Massachusetts Institute of Technology, Cambridge

2. Department of Surgery, Memorial Sloan Kettering Cancer Center, New York, New York

3. Department of General and Visceral Surgery, Charité Campus Benjamin Franklin, Berlin, Germany

4. Department of Electrical Engineering and Computer Science, Massachusetts Institute of Technology, Cambridge

5. Department of Surgery, Johns Hopkins University School of Medicine, Baltimore, Maryland

6. Department of General Surgery, Digestive Disease Institute, Cleveland Clinic, Cleveland, Ohio

7. Service de Chirurgie Digestive, CHU Clermont-Ferrand, Inserm, Université Clermont Auvergne, Clermont-Ferrand, France

8. Department of Clinical Science, University of Bergen, Bergen, Norway

9. Department of Oncology, Haukeland University Hospital, Bergen, Norway

10. Department of General Surgery, Medical University of Graz, Graz, Austria

11. Technical Chamber of Greece, Athens, Greece

12. Department of Pathology, Medical University of Vienna, Vienna, Austria

13. Department of Gastroenterological Surgery, Yokohama City University Graduate School of Medicine, Yokohama, Japan

14. Department of Gastroenterological Surgery, Graduate School of Medical Sciences, Kumamoto University, Kumamoto, Japan

15. Hepatopancreatobiliary Surgery and Liver Transplant Unit, Hospital Italiano de Buenos Aires, Buenos Aires, Argentina

16. Alexander Fleming Institute, Buenos Aires, Argentina

17. Department of Surgery, The Ohio State University, Columbus, Ohio

18. Department of Surgery, Stanford University School of Medicine, Stanford, California

19. Department of General Surgery, Medical University of Vienna, Vienna, Austria

20. Department of Surgery, Zucker School of Medicine at Hofstra, Northwell Health Cancer Institute, Lake Success, New York

21. Department of Surgery, New York University School of Medicine, New York

Publisher

American Medical Association (AMA)

Subject

Surgery

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