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ASO Visual Abstract: Development and Validation of a Machine Learning Model to Predict Early Recurrence of Intrahepatic Cholangiocarcinoma

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Authors and Affiliations

  1. Division of Surgical Oncology, Department of Surgery, The Ohio State University Wexner Medical Center, James Comprehensive Cancer Center, Columbus, OH, USA

    Laura Alaimo MD, Henrique A. Lima MD, Zorays Moazzam MD, Yutaka Endo MD, PhD, Jason Yang BA & Timothy M. Pawlik MD, PhD, MPH, MTS, MBA

  2. Department of Surgery, University of Verona, Verona, Italy

    Laura Alaimo MD, Andrea Ruzzenente MD, PhD & Alfredo Guglielmi MD

  3. Department of Surgery, Ospedale San Raffaele, Milan, Italy

    Luca Aldrighetti MD

  4. Department of Surgery, Johns Hopkins Hospital, Baltimore, MD, USA

    Matthew Weiss MD

  5. Department of Surgery, University of Virginia, Charlottesville, VA, USA

    Todd W. Bauer MD

  6. Department of Surgery, Fundeni Clinical Institute, Bucharest, Romania

    Sorin Alexandrescu MD

  7. Department of Surgery, Stanford University, Stanford, CA, USA

    George A. Poultsides MD

  8. Department of Surgery, Emory University, Atlanta, GA, USA

    Shishir K. Maithel MD

  9. Department of Surgery, Curry Cabral Hospital, Lisbon, Portugal

    Hugo P. Marques MD

  10. Department of Surgery, University of Ottawa, Ottawa, ON, Canada

    Guillaume Martel MD

  11. Department of Surgery, Royal Prince Alfred Hospital, University of Sydney, Sydney, NSW, Australia

    Carlo Pulitano MD

  12. Department of Surgery, Eastern Hepatobiliary Surgery Hospital, Shanghai, China

    Feng Shen MD

  13. Department of Hepatobiliopancreatic Surgery and Liver Transplantation, AP-HP, Beaujon Hospital, Clichy, France

    François Cauchy MD

  14. Department of Surgery, Erasmus University Medical Centre, Rotterdam, The Netherlands

    Bas Groot Koerkamp MD

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

    Itaru Endo MD, PhD

  16. Department of Surgery, Keio University, Tokyo, Japan

    Minoru Kitago MD

  17. Department of Surgery, The Ohio State University Wexner Medical Center, Columbus, OH, USA

    Timothy M. Pawlik MD, PhD, MPH, MTS, MBA

Authors
  1. Laura Alaimo MD
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  2. Henrique A. Lima MD
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  3. Zorays Moazzam MD
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  4. Yutaka Endo MD, PhD
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  5. Jason Yang BA
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  6. Andrea Ruzzenente MD, PhD
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  7. Alfredo Guglielmi MD
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  8. Luca Aldrighetti MD
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  9. Matthew Weiss MD
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  10. Todd W. Bauer MD
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  11. Sorin Alexandrescu MD
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  12. George A. Poultsides MD
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  13. Shishir K. Maithel MD
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  14. Hugo P. Marques MD
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  15. Guillaume Martel MD
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  16. Carlo Pulitano MD
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  17. Feng Shen MD
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  18. François Cauchy MD
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  19. Bas Groot Koerkamp MD
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  20. Itaru Endo MD, PhD
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  21. Minoru Kitago MD
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  22. Timothy M. Pawlik MD, PhD, MPH, MTS, MBA
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Corresponding author

Correspondence to Timothy M. Pawlik MD, PhD, MPH, MTS, MBA.

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Disclosure

Hugo Marques is the owner of Ophiomics Precision Medicine and a consultant for JNJ and Roche. Guillaume Martel has received speaker’s honorarium from Incyte Biosciences. Laura Alaimo, Henrique A. Lima, Zorays Moazzam, Yutaka Endo, Jason Yang, Andrea Ruzzenente, Alfredo Guglielmi, Luca Aldrighetti, Matthew Weiss, Todd W. Bauer, Sorin Alexandrescu, George A. Poultsides, Shishir K. Maithel, Carlo Pulitano, Feng Shen, François Cauchy, Bas Groot Koerkamp, Itaru Endo, Minoru Kitago, and Timothy M. Pawlik have no conflicts of interest to declare in relation to this work.

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Alaimo, L., Lima, H.A., Moazzam, Z. et al. ASO Visual Abstract: Development and Validation of a Machine Learning Model to Predict Early Recurrence of Intrahepatic Cholangiocarcinoma. Ann Surg Oncol 30, 5418–5419 (2023). https://doi.org/10.1245/s10434-023-13712-z

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  • DOI: https://doi.org/10.1245/s10434-023-13712-z

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