Artificial intelligence extension of the OSCAR-IB criteria

A Petzold; P Albrecht; L Balcer; E Bekkers; AU Brandt; PA Calabresi; OG Deborah; JS Graves; A Green; PA Keane; JA Nij Bijvank; JW Sander; F Paul; S Saidha; P Villoslada; SK Wagner; EA Yeh; O Aktas; J Antel; N Asgari; I Audo; J Avasarala; D Avril; FR Bagnato; B Banwell; A Bar-Or; R Behbehani; AB Manterola; J Bennett; L Benson; J Bernard; D Bremond-Gignac; J Britze; J Burton; J Calkwood; W Carroll; A Chandratheva; J Cohen; G Comi; C Cordano; S Costa; F Costello; A Courtney; A Cruz-Herranz; G Cutter; D Crabb; L Delott; J De Seze; R Diem; H Dollfuss; NK El Ayoubi; C Fasser; C Finke; D Fischer; K Fitzgerald; P Fonseca; JL Frederiksen; E Frohman; T Frohman; K Fujihara; IG Cuellar; S Galetta; E Garcia-Martin; G Giovannoni; B Glebauskiene; IG Suárez; GP Jensen,; S Hamann; HP Hartung; J Havla; B Hemmer; SC Huang; J Imitola; V Jasinskas; H Jiang; R Kafieh; L Kappos; R Kardon; D Keegan; E Kildebeck; US Kim; S Klistorner; B Knier; S Kolbe; T Korn; L Krupp; W Lagrèze; L Leocani; N Levin; P Liskova; JL Preiningerova; B Lorenz; E May; D Miller; J Mikolajczak; SM Saïd; X Montalban; M Morrow; E Mowry; J Murta

Journal article

Artificial intelligence extension of the OSCAR-IB criteria

A Petzold, P Albrecht, L Balcer, E Bekkers, AU Brandt, PA Calabresi, OG Deborah, JS Graves, A Green, PA Keane, JA Nij Bijvank, JW Sander, F Paul, S Saidha, P Villoslada, SK Wagner, EA Yeh, O Aktas, J Antel, N Asgari Show all

Annals of Clinical and Translational Neurology | Published : 2021

DOI: 10.1002/acn3.51320

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Abstract

Artificial intelligence (AI)-based diagnostic algorithms have achieved ambitious aims through automated image pattern recognition. For neurological disorders, this includes neurodegeneration and inflammation. Scalable imaging technology for big data in neurology is optical coherence tomography (OCT). We highlight that OCT changes observed in the retina, as a window to the brain, are small, requiring rigorous quality control pipelines. There are existing tools for this purpose. Firstly, there are human-led validated consensus quality control criteria (OSCAR-IB) for OCT. Secondly, these criteria are embedded into OCT reporting guidelines (APOSTEL). The use of the described annotation of failed..

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University of Melbourne Researchers

Neil Shuey Author

Grants

Awarded by Rare Disease Foundation

Funding Acknowledgements

[ "We (AP and PAK) acknowledge a proportion of our financial support from the National Institute for Health Research (NIHR) Biomedical Research Centre based at Moorfields Eye Hospital NHS Foundation Trust and UCL Institute of Ophthalmology. JWS is based at the NIHR University College London Hospitals Biomedical Research Centre, which receives a proportion of funding from the UK Department of Health's Biomedical Research Centres' funding scheme. He receives support from the UK Epilepsy Society, the Dr. Marvin Weil Epilepsy Research Fund and the Christelijke Vereniging voor de Verpleging van Lijders aan Epilepsie, Netherlands. JNB is supported by the Dutch MS Research Foundation, grant nr. 18-1027. SW is supported by the Medical Research Council through a Clinical Research Training Fellowship.", "We are grateful to all consortium members, who have contributed on many levels to the conception and development of this manuscript over the course over the past years.", "Members of the IMSVISUAL and ERN-EYE Consortium include: Orhan Aktas, Jack Antel, Nasrin Asgari, Isabelle Audo, Jagannadha Avasarala, Daly Avril, Francesca R. Bagnato, Brenda Banwell, Amit Bar-Or, Raed Behbehani, Arnaldo Belzunce Manterola, Jeffrey Bennett, Leslie Benson, Jacqueline Bernard, Dominique Bremond-Gignac, Josefine Britze, Jodie Burton, Jonathan Calkwood, William Carroll, Arvind Chandratheva, Jeffrey Cohen, Giancarlo Comi, Christian Cordano, Silvana Costa, Fiona Costello, Ardith Courtney, Anes Cruz-Herranz, Gary Cutter, David Crabb, Lindsey Delott, Jerome De Seze, Ricarda Diem, Helene Dollfuss, Nabil K. El Ayoubi, Christina Fasser, Carsten Finke, Dominik Fischer, Kathryn Fitzgerald, Pedro Fonseca, Jette L. Frederiksen, Elliot Frohman, Teresa Frohman, Kazuo Fujihara, Inigo Gabilondo Cuellar, Steven Galetta, Elena Garcia-Martin, Gavin Giovannoni, Brigita Glebauskiene, Ines Gonzalez Suarez, Gorm Pihl Jensen, Steffen Hamann, Hans-Peter Hartung, Joachim Havla, Bernhard Hemmer, Su-Chun Huang, Jaime Imitola, Vytautas Jasinskas, Hong Jiang, Rahele Kafieh, Ludwig Kappos, Randy Kardon, David Keegan, Eric Kildebeck, Ungsoo Samuel Kim, Sasha Klistorner, Benjamin Knier, Scott Kolbe, Thomas Korn, Lauren Krupp, Wolf Lagreze, Letizia Leocani, Netta Levin, Petra Liskova, Jana Lizrova Preiningerova, Birgit Lorenz, Eugene May, David Miller, Janine Mikolajczak, Saddek Mohand Said, Xavier Montalban, Mark Morrow, Ellen Mowry, Joaquim Murta, Carlos Navas, Rachel Nolan, Katarzyna Nowomiejska, Frederike Cosima Oertel, Jiwon Oh, Celia Oreja-Guevara, Christophe Orssaud, Benjamin Osborne, Olivier Outteryck, Catarina Paiva, Jacky Palace, Athina Papadopoulou, Nikos Patsopoulos, Jana Lizrova Preiningerova, Nikolas Pontikos, Markus Preising, Jerry Prince, Daniel Reich, Robert Rejdak, Marius Ringelstein, Luis Rodriguez de Antonio, Jose-Alain Sahel, Bernardo Sanchez-Dalmau, Jaume Sastre-Garriga, Sven Schippling, Joel Schuman, Ken Shindler, Robert Shin, Neil Shuey, Kerstin Soelberg, Svenja Specovius, Agnese Suppiej, Alan Thompson, Ahmed Toosy, Ruben Torres, Valerie Touitou, Susanne Trauzettel-Klosinski, Anneke van der Walt, Patrick Vermersch, Angela Vidal-Jordana, Amy T. Waldman, Christian Waters, Russell Wheeler, Owen White, Helmut Wilhelm, Kimberly M. Winges, Nils Wiegerinck, Lenja Wiehe, Thomas Wisnewski, Sui Wong, Jens Wurfel, Shadi Yaghi, Yuyi You, Zhaoxia Yu, Patrick Yu-Wai-Man, Reda Zemaitiene, and Hanna Zimmermann. More details about these collaborators are provided in Text S1." ]