Predicting intra-operative and postoperative consequential events using machine-learning techniques in patients undergoing robot-assisted partial nephrectomy: a Vattikuti Collective Quality Initiative database study.

Journal: BJU international
Published Date:

Abstract

OBJECTIVE: To predict intra-operative (IOEs) and postoperative events (POEs) consequential to the derailment of the ideal clinical course of patient recovery.

Authors

  • Mahendra Bhandari
  • Anubhav Reddy Nallabasannagari
    RediMinds Inc., Southfield, MI, USA.
  • Madhu Reddiboina
    RediMinds Research, RediMinds, Inc, Southfield.
  • James R Porter
    Swedish Medical Centre, Seattle, WA, USA.
  • Wooju Jeong
  • Alexandre Mottrie
    ORSI Academy Melle Belgium.
  • Prokar Dasgupta
  • Ben Challacombe
  • Ronney Abaza
    OhioHealth Robotic Urologic and Cancer Surgery, Dublin Methodist Hospital, Dublin, Ohio.
  • Koon Ho Rha
    Department of Urology, Yonsei University College of Medicine, Seoul, Korea.
  • Dipen J Parekh
    Miller School of Medicine, University of Miami, Miami, FL, USA. Electronic address: parekhd@miami.edu.
  • Rajesh Ahlawat
  • Umberto Capitanio
    Unit of Urology, Division of Experimental Oncology, Urological Research Institute (URI), IRCCS Ospedale San Raffaele, Milan, Italy.
  • Thyavihally B Yuvaraja
    Kokilaben Dhirubhai Ambani Hospital, Mumbai, India.
  • Sudhir Rawal
    Rajiv Gandhi Cancer Institute and Research Centre, New Delhi, India.
  • Daniel A Moon
    Peter MacCallum Cancer Centre, Melbourne, Vic., Australia.
  • Nicolò M Buffi
    Humanitas Research Hospital, Milan, Italy.
  • Ananthakrishnan Sivaraman
    Apollo Hospitals, Chennai, India.
  • Kris K Maes
    Centre for Robotic and Minimally Invasive Surgery, Hospital Da Luz, Luz Sáude, Portugal.
  • Francesco Porpiglia
    Division of Urology, Department of Oncology, University of Turin, San Luigi Gonzaga Hospital, Orbassano, Turin, Italy.
  • Gagan Gautam
    Division of Urologic Oncology, Max Institute of Cancer Care, Saket, New Delhi, India.
  • Levent Türkeri
    Acibadem University School of Medicine, Istanbul, Turkey.
  • Kohul Raj Meyyazhgan
    RediMinds Inc., Southfield, MI, USA.
  • Preethi Patil
    Vattikuti Foundation, Southfield, MI, USA.
  • Mani Menon
  • Craig Rogers
    Department of Urology, Henry Ford Health System, Detroit, MI, USA.