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Di Ieva A, Suero Molina E, Somerville MA, Beheshti A, Staartjes VE, Serra C, Theodore N, Elliott JM, Wesselink EO, Russo C, Pilitsis JG, Bennett CC, Wu S, Hammond FM, Lozano AM, Cusimano MD, Davidson JM, Castellano JF, Okonkwo DO, Arefan D, Lee CC, Zanier O, Da Mutten R, Matula C, Rutka JT, Pease M, Liu S, Stummer W, Matulionyte R, Yang H, Yuwen C, Cheng X, Fan H, Wang X, Ge Z, Cepeda S, Sheehan JP, Yang JYM, Hamer RP, Cohen-Gadol A, Hansford JR, Savage G, Sowman PF, Stewart C, Kateb B, Sherif C, Perperidis A, Guller A, Hanft S, D'Amico RS, Sav A, Cong C, Song Y, Nicolosi F, Wiedmann MKH, Barone DG, Noorani I, Magnussen J, Krieg SM, Meling TR, De Ridder D, Lawton MT, Rosenfeld JV. Declaration of Computational Neurosurgery. ADVANCES IN EXPERIMENTAL MEDICINE AND BIOLOGY 2024; 1462:11-20. [PMID: 39523257 DOI: 10.1007/978-3-031-64892-2_2] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 11/16/2024]
Abstract
Computational neurosurgery is a novel and disruptive field where artificial intelligence and computational modeling are used to improve the diagnosis, treatment, and prognosis of patients affected by diseases of neurosurgical relevance. The field aims to bring new knowledge to clinical neurosciences and inform on the profound questions related to the human brain by applying augmented intelligence, where the power of artificial intelligence and computational inference can enhance human expertise. This transformative field requires the articulation of ethical considerations that will enable scientists, engineers, and clinical neuroscientists, including neurosurgeons, to ensure that the use of such a powerful application is conducted based on the highest moral and ethical standards with a patient-centric approach to predict and prevent mistakes. This declaration is a first attempt to draw a roadmap to guide the application of practical or applied ethics to computational neurosurgery. It is intended for the use of practitioners, ethicists, and scientists using artificial intelligence to understand and treat all the pathophysiological conditions related to the human brain.
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Affiliation(s)
- Antonio Di Ieva
- Computational NeuroSurgery (CNS) Lab, Macquarie Medical School, Faculty of Medicine, Human and Health Sciences, Macquarie University, Sydney, NSW, Australia.
- Macquarie Neurosurgery & Spine, MQ Health, Macquarie University Hospital, Sydney, NSW, Australia.
- Department of Neurosurgery, Nepean Blue Mountains Local Health District, Kingswood, NSW, Australia.
| | - Eric Suero Molina
- Computational NeuroSurgery (CNS) Lab, Macquarie Medical School, Faculty of Medicine, Human and Health Sciences, Macquarie University, Sydney, NSW, Australia
- Macquarie Neurosurgery & Spine, MQ Health, Macquarie University Hospital, Sydney, NSW, Australia
- Department of Neurosurgery, University Hospital of Münster, Münster, Germany
| | - Margaret A Somerville
- School of Medicine, The University of Notre Dame Australia, Sydney, NSW, Australia
- Faculty of Law and Faculty of Medicine, McGill University, Montreal, QC, Canada
| | - Amin Beheshti
- School of Computing, Macquarie University, Sydney, NSW, Australia
| | - Victor E Staartjes
- Machine Intelligence in Clinical Neuroscience & Microsurgical Neuroanatomy (MICN) Laboratory, Department of Neurosurgery, Clinical Neuroscience Center, University Hospital Zurich, University of Zurich, Zurich, Switzerland
| | - Carlo Serra
- Machine Intelligence in Clinical Neuroscience & Microsurgical Neuroanatomy (MICN) Laboratory, Department of Neurosurgery, Clinical Neuroscience Center, University Hospital Zurich, University of Zurich, Zurich, Switzerland
| | - Nicholas Theodore
- Department of Neurosurgery, Johns Hopkins University School of Medicine, Baltimore, MD, USA
| | - James M Elliott
- The Kolling Institute, Faculty of Medicine and Health, The University of Sydney and Northern Sydney Local Health District, St Leonards, NSW, Australia
| | - Evert O Wesselink
- Faculty of Behavioural and Movement Sciences, Amsterdam Movement Sciences, Vrije Universiteit Amsterdam, Amsterdam, The Netherlands
| | - Carlo Russo
- Computational NeuroSurgery (CNS) Lab, Macquarie Medical School, Faculty of Medicine, Human and Health Sciences, Macquarie University, Sydney, NSW, Australia
| | - Julie G Pilitsis
- Department of Neurosurgery, University of Arizona, Tucson, AZ, USA
| | - Christine C Bennett
- School of Medicine, The University of Notre Dame Australia, Sydney, NSW, Australia
| | - Shandong Wu
- Department of Radiology, University of Pittsburgh, Pittsburgh, PA, USA
| | - Flora M Hammond
- Department of Physical Medicine & Rehabilitation, Indiana University School of Medicine, Indianapolis, IN, USA
| | - Andres M Lozano
- Division of Neurosurgery, Department of Surgery, University Health Network, University of Toronto, Toronto, ON, Canada
- Neuroscience and Mental Health, The Hospital for Sick Children, Toronto, ON, Canada
| | - Michael D Cusimano
- Division of Neurosurgery, Li Ka Shing Knowledge Institute, St. Michael's Hospital, Department of Surgery, Institute of Medical Sciences, University of Toronto, Toronto, ON, Canada
| | - Jennilee M Davidson
- Computational NeuroSurgery (CNS) Lab, Macquarie Medical School, Faculty of Medicine, Human and Health Sciences, Macquarie University, Sydney, NSW, Australia
| | | | - David O Okonkwo
- Department of Neurological Surgery, University of Pittsburgh, Pittsburgh, PA, USA
| | - Dooman Arefan
- Department of Radiology, University of Pittsburgh, Pittsburgh, PA, USA
| | - Cheng-Chia Lee
- Neurological Institute Department of Functional Neurosurgery, Taipei Veterans General Hospital, Taipei, Taiwan
| | - Olivier Zanier
- Machine Intelligence in Clinical Neuroscience & Microsurgical Neuroanatomy (MICN) Laboratory, Department of Neurosurgery, Clinical Neuroscience Center, University Hospital Zurich, University of Zurich, Zurich, Switzerland
| | - Raffaele Da Mutten
- Machine Intelligence in Clinical Neuroscience & Microsurgical Neuroanatomy (MICN) Laboratory, Department of Neurosurgery, Clinical Neuroscience Center, University Hospital Zurich, University of Zurich, Zurich, Switzerland
| | - Christian Matula
- Department of Neurosurgery, Medical University of Vienna, Vienna, Austria
| | - James T Rutka
- Division of Neurosurgery, The Hospital for Sick Children, University of Toronto, Toronto, ON, Canada
| | - Matthew Pease
- Department of Neurological Surgery, Indiana University, Indianapolis, IN, USA
| | - Sidong Liu
- Computational NeuroSurgery (CNS) Lab, Macquarie Medical School, Faculty of Medicine, Human and Health Sciences, Macquarie University, Sydney, NSW, Australia
- Centre for Health Informatics, Australian Institute of Health Innovation, Faculty of Medicine, Human and Health Sciences, Macquarie University, Sydney, NSW, Australia
| | - Walter Stummer
- Department of Neurosurgery, University Hospital of Münster, Münster, Germany
| | - Rita Matulionyte
- Macquarie Law School, Macquarie University, Sydney, NSW, Australia
| | - Hongxi Yang
- Faculty of Information Technology, Monash University, Melbourne, VIC, Australia
| | - Chang Yuwen
- Faculty of Engineering, Monash University, Melbourne, VIC, Australia
| | - Xuelian Cheng
- Monash Suzhou Research Institute, Monash University, Suzhou, China
- Department of Data Science & Artificial Intelligence (DSAI), Monash University, Clayton, VIC, Australia
| | - Hengwei Fan
- Shukun (Beijing) Technology Co, Beijing, China
| | - Xin Wang
- Shukun (Beijing) Technology Co, Beijing, China
| | - Zongyuan Ge
- Faculty of Information Technology, Monash University, Melbourne, VIC, Australia
- The AIM for Health Lab, Monash, Melbourne, VIC, Australia
| | - Santiago Cepeda
- Department of Neurosurgery, Río Hortega University Hospital, Valladolid, Spain
| | - Jason P Sheehan
- Department of Neurological Surgery, University of Virginia, Charlottesville, VA, USA
| | - Joseph Yuan-Mou Yang
- Neuroscience Advanced Clinical Imaging Service (NACIS), Department of Neurosurgery, Royal Children's Hospital, Melbourne, VIC, Australia
- Neuroscience Research, Murdoch Children's Research Institute Melbourne, Parkville, VIC, Australia
- Deparment of Paediatrics, University of Melbourne, Melbourne, VIC, Australia
| | - Ryan P Hamer
- Faculty of Medicine and Health, University of Sydney, Sydney, NSW, Australia
- Department of Surgery, St Vincent's Hospital, Melbourne Medical School, University of Melbourne, Melbourne, VIC, Australia
| | - Aaron Cohen-Gadol
- The Neurosurgical Atlas, Carmel, IN, USA
- Department of Neurological Surgery, Indiana University, Indianapolis, IN, USA
| | - Jordan R Hansford
- Michael Rice Centre for Haematology and Oncology, Women's and Children's Hospital, North Adelaide, SA, Australia
- South Australia Health and Medical Research Institute, Adelaide, SA, Australia
- South Australia ImmunoGENomics Cancer Institute, University of Adelaide, Adelaide, SA, Australia
| | - Greg Savage
- School of Psychological Sciences, Macquarie University, Sydney, NSW, Australia
| | - Paul F Sowman
- Macquarie Medical School, Faculty of Medicine, Health and Human Sciences, Macquarie University, Sydney, NSW, Australia
- School of Clinical Sciences, Auckland University of Technology, Auckland, Aotearoa, New Zealand
| | - Caleb Stewart
- Computational NeuroSurgery (CNS) Lab, Macquarie Medical School, Faculty of Medicine, Human and Health Sciences, Macquarie University, Sydney, NSW, Australia
- Department of Neurosurgery, Louisiana State University Health Sciences Center, Shreveport, LA, USA
| | - Babak Kateb
- Brain Technology and Innovation Park, Los Angeles, CA, USA
- World Brain Mapping Foundation, Pacific Palisades, CA, USA
- Society for Brain Mapping and Therapeutics (SBMT), Pacific Palisades, CA, USA
- National Center for NanoBioElectronics, Los Angeles, CA, USA
| | - Camillo Sherif
- Karl Landsteiner University of Health Sciences; Department of Neurosurgery, University Hospital St. Pölten; Cerebrovascular Research Group, Department of Neurosurgery, University Hospital St. Pölten, Sankt Poelten, Austria
- Cerebrovascular Research Group, Department of Neurosurgery, University Hospital St. Pölten, Sankt Poelten, Austria
| | - Antonios Perperidis
- Australian Institute for Machine Learning, University of Adelaide, Adelaide, SA, Australia
- Women's and Children's Hospital, Adelaide, SA, Australia
| | - Anna Guller
- Computational NeuroSurgery (CNS) Lab, Macquarie Medical School, Faculty of Medicine, Human and Health Sciences, Macquarie University, Sydney, NSW, Australia
- ARC Centre of Excellence for Nanoscale Biophotonics, Sydney, NSW, Australia
- The Graduate School of Biomedical Engineering, University of New South Wales, Sydney, NSW, Australia
| | - Simon Hanft
- Department of Neurosurgery, Westchester Medical Center, Valhalla, NY, USA
| | - Randy S D'Amico
- Department of Neurosurgery, Northwell, Health System, New York, NY, USA
| | - Aydin Sav
- Department of Medical Pathology, Yeditepe University, Istanbul, Turkey
| | - Cong Cong
- Computational NeuroSurgery (CNS) Lab, Macquarie Medical School, Faculty of Medicine, Human and Health Sciences, Macquarie University, Sydney, NSW, Australia
- Centre for Health Informatics, Australian Institute of Health Innovation, Faculty of Medicine, Human and Health Sciences, Macquarie University, Sydney, NSW, Australia
- School of Computer Science and Engineering, University of New South Wales, Sydney, NSW, Australia
| | - Yang Song
- School of Computer Science and Engineering, University of New South Wales, Sydney, NSW, Australia
| | - Federico Nicolosi
- Department of Medicine and Surgery, University of Milano Bicocca, Milan, Italy
| | | | - Damiano G Barone
- Department of Clinical Neurosciences, University of Cambridge, Cambridge, UK
| | - Imran Noorani
- Department of Neurosurgery, National Hospital for Neurology and Neurosurgery, London, UK
- Department of Neuromuscular Diseases, Institute of Neurology, University College London, London, UK
| | - John Magnussen
- Computational NeuroSurgery (CNS) Lab, Macquarie Medical School, Faculty of Medicine, Human and Health Sciences, Macquarie University, Sydney, NSW, Australia
| | - Sandro M Krieg
- Department of Neurosurgery, Heidelberg University Hospital, Heidelberg, Germany
| | - Torstein R Meling
- Department of Neurosurgery, The National Hospital, Rigshospitalet, Copenhagen, Denmark
| | - Dirk De Ridder
- Section of Neurosurgery, Department of Surgical Sciences, University of Otago, Dunedin, New Zealand
- Department of Stereotactic and Functional Neurosurgery, University Hospital Bonn, Bonn, Germany
| | - Michael T Lawton
- Department of Neurosurgery, Barrow Neurological Institute, St. Joseph's Hospital and Medical Center, Phoenix, AZ, USA
| | - Jeffrey V Rosenfeld
- Department of Neurosurgery, Alfred Hospital, Melbourne, VIC, Australia
- Department of Surgery, Monash University, Clayton, VIC, Australia
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