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.

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第一作者： Mahendra,Bhandari

第一单位： Vattikuti Urology Institute, Henry Ford Hospital, Detroit, MI, USA.

作者： Mahendra,Bhandari ^[1] ; Anubhav Reddy,Nallabasannagari ^[2] ; Madhu,Reddiboina ^[2] ; James R,Porter ^[3] ; Wooju,Jeong ^[1] ; Alexandre,Mottrie ^[4] ; Prokar,Dasgupta ^[5] ; Ben,Challacombe ^[6] ; Ronney,Abaza ^[7] ; Koon Ho,Rha ^[8] ; Dipen J,Parekh ^[9] ; Rajesh,Ahlawat ^[10] ; Umberto,Capitanio ^[11] ; Thyavihally B,Yuvaraja ^[12] ; Sudhir,Rawal ^[13] ; Daniel A,Moon ^[14] ; Nicolò M,Buffi ^[15] ; Ananthakrishnan,Sivaraman ^[16] ; Kris K,Maes ^[17] ; Francesco,Porpiglia ^[18] ; Gagan,Gautam ^[19] ; Levent,Turkeri ^[20] ; Kohul Raj,Meyyazhgan ^[2] ; Preethi,Patil ^[21] ; Mani,Menon ^[1] ; Craig,Rogers ^[1]

作者单位： Vattikuti Urology Institute, Henry Ford Hospital, Detroit, MI, USA. ^[1] RediMinds Inc., Southfield, MI, USA. ^[2] Swedish Medical Centre, Seattle, WA, USA. ^[3] OLV Vattikuti Institute, Aalst, Belgium. ^[4] MRC Centre of Transplantation, King's College London, London, UK. ^[5] Guy's and St Thomas' Hospitals, London, UK. ^[6] Ohio Health Dublin Methodist Hospital, Dublin, OH, USA. ^[7] Yonsei University, Seoul, Korea. ^[8] Sylvester Comprehensive Cancer Centre, University of Miami Miller School of Medicine, Miami, FL, USA. ^[9] Medanta Vattikuti Institute, Medanta - The Medicity, Gurugram, Haryana, India. ^[10] Urology Clinic, San Raffaele Hospital, Milan, Italy. ^[11] Kokilaben Dhirubhai Ambani Hospital, Mumbai, India. ^[12] Rajiv Gandhi Cancer Institute and Research Centre, New Delhi, India. ^[13] Peter MacCallum Cancer Centre, Melbourne, Vic., Australia. ^[14] Humanitas Research Hospital, Milan, Italy. ^[15] Apollo Hospitals, Chennai, India. ^[16] Centre for Robotic and Minimally Invasive Surgery, Hospital Da Luz, Luz Sáude, Portugal. ^[17] San Luigi Gonzaga Hospital, University of Turin, Orbassano, Italy. ^[18] Max Institute of Cancer Care, Saket, India. ^[19] Acıbadem University School of Medicine, Istanbul, Turkey. ^[20] Vattikuti Foundation, Southfield, MI, USA. ^[21]

关键词 deep learning intra-operative complications machine learning postoperative complications postoperative morbidity robot-assisted partial nephrectomy