VALIDATING AI IN CLASSIFYING CANCER IN REAL-TIME SURGERY

Información del proyecto

CLASSICA

Identificador del acuerdo de subvención: 101057321

DOI

10.3030/101057321

Fecha de la firma de la CE 19 Mayo 2022

Fecha de inicio 1 Mayo 2022

Fecha de finalización 30 Abril 2026

Financiado con arreglo a

• Health

Coste total

€ 5 978 718,74

Aportación de la UE

€ 5 978 716,00

Coordinado por

UNIVERSITY COLLEGE DUBLIN, NATIONAL UNIVERSITY OF IRELAND, DUBLIN
Ireland

CORDIS proporciona enlaces a los documentos públicos y las publicaciones de los proyectos de los programas marco HORIZONTE.

Los enlaces a los documentos y las publicaciones de los proyectos del Séptimo Programa Marco, así como los enlaces a algunos tipos de resultados específicos, como conjuntos de datos y «software», se obtienen dinámicamente de OpenAIRE .

Resultado final

Documents, reports (4)

Communication and Dissemination Plan
Website and Online Communications Setup Report
Training report (resources, photos from training, participant feedback)
Final Clinical Validation Protocol, Patient information document, Consent forms

Publicaciones

Peer reviewed articles (28)

Privacy of Personal Data in the Generative AI Data Lifecycle

Autores: Duffourc, Mindy; Gerke, Sara; Kollnig, Konrad
Publicado en: Journal of intellectual property and entertainment law, Edición 13(2), 2024, ISSN 2324-6286
Editor: NYU Journal of Intellectual Property & Entertainment Law
DOI: 10.2139/ssrn.4899219

Artificial Intelligence and Medical Liability in Gastrointestinal Endoscopy

Autores: Sami Elamin, Mindy Duffourc, Tyler M. Berzin, Mark E. Geissler, Sara Gerke
Publicado en: Clinical Gastroenterology and Hepatology, Edición 22, 2024, ISSN 1542-3565
Editor: Elsevier
DOI: 10.1016/j.cgh.2024.03.011

"Surgical Video Data - ""In,"" ""Out,"" or ""Shake It All About"" the Medical Record"

Autores: Cahill, Ronan; Duffourc, Mindy Nunez; Gerke, Sara
Publicado en: Annals of Surgery, 2024, ISSN 1528-1140
Editor: Wolters Kluwer Health, Inc.
DOI: 10.1097/SLA.0000000000006336

Data sharing restrictions are hampering precision health in the European Union

Autores: Cristina Legido-Quigley, Nicolai J. Wewer Albrechtsen, Martin Bæk Blond, Marcelo Corrales Compagnucci, Madeleine Ernst, Markus J. Herrgård, Timo Minssen, Filip Ottosson, Flemming Pociot, Peter Rossing, Karolina Sulek
Publicado en: Nature Medicine, Edición 31, 2025, ISSN 1078-8956
Editor: Springer Science and Business Media LLC
DOI: 10.1038/S41591-024-03437-1

Validierung künstlicher Intelligenz für die Klassifizierung von Mastdarmkrebs während endoskopischer Chirurgie

Autores: Felix Aigner, David Duller, Christoph Skias, Gabriele Moitzi, Martin Mitteregger
Publicado en: coloproctology, 2025, ISSN 0174-2442
Editor: Springer Science and Business Media LLC
DOI: 10.1007/S00053-025-00900-6

The AI-enhanced surgeon – integrating black-box artificial intelligence in the operating room

Autores: Cahill, Ronan A.; Duffourc, Mindy; Gerke, Sara
Publicado en: International Journal of Surgery, Edición 111, 2025, ISSN 1743-9159
Editor: Elsevier, Wolters Kluwer
DOI: 10.1097/JS9.0000000000002309

Data Portability Revisited: Toward the Human-Centric, AI-Driven Data Ecosystems of Tomorrow

Autores: Fenwick, Mark; Fertik, Michael; Jurcys, Paulius; Minssen, Timo
Publicado en: The Vanderbilt Journal of Entertainment and Technology Law, Edición 27 (3), 2025, ISSN 1942-678X
Editor: Vanderbilt University Law School
DOI: 10.2139/SSRN.4475106

Ethical perspectives on surgical video recording for patients, surgeons and society: systematic review

Autores: Walsh, Ross; Kearns, Emma C; Moynihan, Alice; Gerke, Sara; Duffourc, Mindy; Compagnucci, Marcelo Corrales; Minssen, Timo; Cahill, Ronan A
Publicado en: BJS Open, Edición 7 (3), 2023, ISSN 2474-9842
Editor: Oxford University Press
DOI: 10.1093/bjsopen/zrad063

Guidelines for ethical use and acknowledgement of large language models in academic writing

Autores: Porsdam Mann, Sebastian; Vazirani, Anuraag; Aboy, Mateo; Earp, Brian; Minssen, Timo; Cohen, Glenn; Savulescu, Julian
Publicado en: Nature Machine Intelligence, 2024, ISSN 2522-5839
Editor: Springer Nature
DOI: 10.1038/s42256-024-00922-7

Classica: Validating AI in classifying cancer in real time during surgery

Autores: Moynihan, A., Hardy, N., Dalli, J., Aigner, F., Arezzo, A., Knol, J., Tunyman, J., & Cahill, R.
Publicado en: Colorectal Disease: Special Edición:ESCP's 18th Scientific and Annual Conference, 2023, ISSN 1463-1318
Editor: Colorectal Disease
DOI: 10.5281/zenodo.10075241

Privacy Shield 2.0—A New Trans-Atlantic Data Privacy Framework Between the European Union and the United States

Autores: Gerke, Sara; Rezaeikhonakdar, Delaram
Publicado en: Cardozo Law Review, 2024, ISSN 2169-4893
Editor: Cardozo Law Review
DOI: 10.5281/ZENODO.12922079

Minimal-invasive Chirurgie bei kolorektalen Tumoren: Aktuelle Evidenz und klinische Perspektiven

Autores: Aigner, Felix
Publicado en: Journal Onkologie, Edición 25, 2025, ISSN 1618-7687
Editor: MedTriX GmbH
DOI: 10.5281/ZENODO.17284979

Technical and functional design considerations for a real-world interpretable AI solution for NIR perfusion analysis (including cancer)

Autores: Moynihan, Alice; Boland, Patrick; Cucek, Jernej; Eržen, Samo; Hardy, Niall; McEntee, Phil; Rojc, Jan; Cahill, Ronan
Publicado en: European Journal of Surgical Oncology, Edición 50 (12), 2024, ISSN 1532-2157
Editor: Elsevier
DOI: 10.1016/J.EJSO.2024.108273

New case law and liability risks for manufacturers of medical AI

Autores: Sara Gerke, David A. Simon
Publicado en: Science, Edición 388, 2025, ISSN 0036-8075
Editor: American Association for the Advancement of Science (AAAS)
DOI: 10.1126/SCIENCE.ADU4932

Decoding US Tort Liability in Healthcare's Black-Box Era: Lessons From the EU

Autores: Duffourc, Mindy; Gerke, Sara
Publicado en: Stanford Technology Law Review, 2024, ISSN 1098-4267
Editor: Stanford Technology Law Review
DOI: 10.5281/ZENODO.10078491

The Challenges for Regulating Medical Use of ChatGPT and Other Large Language Models

Autores: Minssen, Timo; Vayena, Effy; Cohen, Glenn
Publicado en: JAMA, Edición 330, 2023, ISSN 1538-3598
Editor: JAMA Network
DOI: 10.5281/zenodo.8269643

The EU AI Act: Implications for U.S. Health Care

Autores: Porsdam Mann, Sebastian; Cohen, I. Glenn; Minssen, Timo
Publicado en: NEJM AI, Edición 1 (11), 2024, ISSN 2836-9386
Editor: NEJM Group
DOI: 10.1056/AIp2400449

CLASSICA: Validating artificial intelligence in classifying cancer in real time during surgery

Autores: Moynihan, Alice; Hardy, Niall; Dalli, Jeffery; Aigner, Felix; Arezzo, Alberto; Hompes, Roel; Knol, Joep; Tuynman, Jurriaan; Cucek, Jernej; Rojc, Jan; Rodríguez-Luna, María Rita; Cahill, Ronan
Publicado en: Colorectal Disease, Edición 25 (12), 2023, ISSN 1463-1318
Editor: Wiley
DOI: 10.1111/CODI.16769

Patient-centric federated learning: automating meaningful consent to health data sharing with smart contracts

Autores: Kostick-Quenet, Kristin M.; Corrales Compagnucci, Marcelo; Aboy, Mateo; Minssen, Timo
Publicado en: Journal of Law and the Biosciences, Edición 12 (1), 2025, ISSN 2053-9711
Editor: Oxford University Press
DOI: 10.1093/JLB/LSAF003

Health Care AI and Patient Privacy—<i>Dinerstein v Google</i>

Autores: Mindy Nunez Duffourc, Sara Gerke
Publicado en: JAMA, Edición 331, 2024, ISSN 0098-7484
Editor: American Medical Association (AMA)
DOI: 10.1001/jama.2024.1110

Generative AI in Health Care and Liability Risks for Physicians and Safety Concerns for Patients

Autores: Duffourc, Mindy Nunez; Gerke, Sara
Publicado en: JAMA, Edición 330, 2023, ISSN 1538-3598
Editor: JAMA Network
DOI: 10.1001/jama.2023.9630

The new EU–US data protection framework’s implications for healthcare

Autores: Charlotte Tschider, Marcelo Corrales Compagnucci, Timo Minssen
Publicado en: Journal of Law and the Biosciences, Edición 11, 2024, ISSN 2053-9711
Editor: Oxford University Press (OUP)
DOI: 10.1093/jlb/lsae022

Surgeons' Perspectives on Liability for the Use of Artificial Intelligence Technologies in the United States and European Union: Results From a Focus Group Study

Autores: Duffourc, Mindy; Mllebk, Mathias; Druedahl, Louise; Minssen, Timo; Gerke, Sara
Publicado en: Annals of Surgery Open, 2025, ISSN 2691-3593
Editor: Wolters Kluwer
DOI: 10.1097/AS9.0000000000000542

Chevron's Fall And Its Impact On Medical AI

Autores: Gerke, Sara; Simon, David A.
Publicado en: Health Affairs Forefront, 2025, ISSN 1544-5208
Editor: Project HOPE: The People-to-People Health Foundation, Inc.
DOI: 10.1377/forefront.20250101.818091

Legal and regulatory challenges in multi-country data-driven projects developing and validating medical AI systems in the EU

Autores: Emilia Niemiec, Timo Minssen, Patrick A. Boland, Philip D. McEntee, Ronan A. Cahill
Publicado en: Expert Review of Medical Devices, Edición 22, 2025, ISSN 1743-4440
Editor: Informa UK Limited
DOI: 10.1080/17434440.2025.2531295

Navigating the EU AI Act: implications for regulated digital medical products

Autores: Mateo Aboy, Timo Minssen, Effy Vayena
Publicado en: npj Digital Medicine, Edición 7, 2024, ISSN 2398-6352
Editor: Springer Science and Business Media LLC
DOI: 10.1038/s41746-024-01232-3

Protocol for CLASSICA software as medical device trial

Autores: Boland PA, McEntee PD, Cucek J, Erzen S, Niemiec E, Galligan M, Petropoulou T, Burke JB, Knol J, Hompes R, Tuynman J, Aigner F, Arezzo A, Cahill RA
Publicado en: Minimally Invasive Therapy &amp; Allied Technologies, 2025, ISSN 1364-5706
Editor: Informa UK Limited
DOI: 10.1080/13645706.2025.2540482

The proposed EU Directives for AI liability leave worrying gaps likely to impact medical AI

Autores: Duffourc, Mindy Nunez; Gerke, Sara
Publicado en: npj Digital Medicine, Edición 6 (77), 2023, ISSN 2398-6352
Editor: Springer Nature
DOI: 10.1038/s41746-023-00823-w

Book chapters (6)

The European AI Act- Promises, Perils & Trade-Offs in a Complex Regulatory Ecosystem

Autores: Minssen, Timo; Smith, Hannah Louise; Porsdam Mann, Sebastian
Publicado en: Inteligencia Artificial: Hacia una nueva era en la historia de la humanidad, 2025
Editor: INADI
DOI: 10.5281/ZENODO.15608122

Patient Perspectives on Data Sharing

Autores: Druedahl, Louise C.; Kälvemark Sporrong, Sofia
Publicado en: The Law and Ethics of Data Sharing in Health Sciences. Perspectives in Law, 2023
Editor: Springer
DOI: 10.1007/978-981-99-6540-3_4

Supplementary Measures and Appropriate Safeguards for International Transfers of Health Data After Schrems II

Autores: Corrales Compagnucci, Marcelo; Fenwick, Mark; Aboy, Mateo; Minssen, Timo
Publicado en: The Law and Ethics of Data Sharing in Health Sciences, 2023
Editor: Springer
DOI: 10.1007/978-981-99-6540-3_9

Governing AI in the European Union: emerging infrastructures and regulatory ecosystems in health

Autores: Timo Minssen, Barry Solaiman, Lea Köttering, Jakob Wested, Abeer Malik
Publicado en: Research Handbook on Health, AI and the Law, 2024
Editor: Edward Elgar Publishing
DOI: 10.4337/9781802205657.00027

Medical AI and tort liability

Autores: Cohen, I. Glenn; Slottje, Andrew; Gerke, Sara
Publicado en: Artificial Intelligence in Medicine, 2024
Editor: Elsevier
DOI: 10.1016/B978-0-323-95068-8.00007-8

Liability for use of artificial intelligence in medicine

Autores: Price, Nicholson; Gerke, Sara; Cohen, Ivan
Publicado en: Research Handbook on Health, AI and the Law, 2024
Editor: Edward Elgar Publishing
DOI: 10.4337/9781802205657.00016

Other (1)

Conducting a Data Protection Impact Assessment in Health Science: A Comprehensive Guide

Autores: Corrales Compagnucci, Marcelo; Dahi, Alan; Alexander Earls Davis, Peter
Publicado en: European Health & Pharmaceutical Law Review, Edición 7 (3), 2023, ISSN 2751-3971
Editor: Lexxion
DOI: 10.21552/ehpl/2023/3/5