Neural Network Prediction of ICU Length of Stay Following Cardiac Surgery Based on Pre-Incision Variables

• Rocco J. LaFaro ,

  Contributed equally to this work with: Rocco J. LaFaro, Suryanarayana Pothula, Keshar Paul Kubal, Mario Emil Inchiosa, Mario Anthony Inchiosa Jr.

  Affiliation Department of Surgery, New York Medical College, Valhalla, New York, United States of America

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• Suryanarayana Pothula ,

  Contributed equally to this work with: Rocco J. LaFaro, Suryanarayana Pothula, Keshar Paul Kubal, Mario Emil Inchiosa, Mario Anthony Inchiosa Jr.

  Affiliation Department of Anesthesiology, New York Medical College, Valhalla, New York, United States of America

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• Keshar Paul Kubal ,

  Contributed equally to this work with: Rocco J. LaFaro, Suryanarayana Pothula, Keshar Paul Kubal, Mario Emil Inchiosa, Mario Anthony Inchiosa Jr.

  Affiliation Department of Pharmacology, New York Medical College, Valhalla, New York, United States of America

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• Mario Emil Inchiosa ,

  Contributed equally to this work with: Rocco J. LaFaro, Suryanarayana Pothula, Keshar Paul Kubal, Mario Emil Inchiosa, Mario Anthony Inchiosa Jr.

  Current address: Information Management and Machine Learning, Microsoft Corporation, Mountain View, California, United States of America

  Affiliation Revolution Analytics, Inc., Mountain View, California, United States of America

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• Venu M. Pothula ,

  Current address: Department of Psychiatry, Mt Sinai Hospital, New York, New York, United States of America

  ¶‡ These authors also contributed equally to this work.

  Affiliation Department of Pharmacology, New York Medical College, Valhalla, New York, United States of America

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• Stanley C. Yuan ,

  Current address: Department of Anesthesiology, Virginia Mason Medical Center, Seattle, Washington, United States of America

  ¶‡ These authors also contributed equally to this work.

  Affiliation Department of Anesthesiology, New York Medical College, Valhalla, New York, United States of America

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• David A. Maerz ,

  Current address: Department of Anesthesiology, Mt Sinai Hospital, New York, New York, United States of America

  ¶‡ These authors also contributed equally to this work.

  Affiliation Department of Pharmacology, New York Medical College, Valhalla, New York, United States of America

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• Lucresia Montes ,

  Current address: Department of Anesthesiology, St. Luke’s Roosevelt Hospital, New York, New York, United States of America

  ¶‡ These authors also contributed equally to this work.

  Affiliation Department of Pharmacology, New York Medical College, Valhalla, New York, United States of America

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• Stephen M. Oleszkiewicz ,

  Current address: Department of Orthopedic Surgery, Indiana University Health, Indianapolis, Indiana, United States of America

  ¶‡ These authors also contributed equally to this work.

  Affiliation Department of Pharmacology, New York Medical College, Valhalla, New York, United States of America

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• Albert Yusupov ,

  ¶‡ These authors also contributed equally to this work.

  Affiliation Department of Anesthesiology, New York Medical College, Valhalla, New York, United States of America

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• Richard Perline ,

  ¶‡ These authors also contributed equally to this work.

  Affiliation The SAS Institute, Cary, North Carolina, United States of America

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• Mario Anthony Inchiosa Jr.

  Contributed equally to this work with: Rocco J. LaFaro, Suryanarayana Pothula, Keshar Paul Kubal, Mario Emil Inchiosa, Mario Anthony Inchiosa Jr.

  * E-mail: mario_inchiosa@nymc.edu

  Affiliation Department of Pharmacology, New York Medical College, Valhalla, New York, United States of America

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