Deliverables
Communication Dissemination Outreach and Engagement Plan 1rst release containing the vision strategy and draft plan of opportunities targets and outcomes expected and baseline dissemination material regularly updated after delivery
Privacy, data protection, social and ethical issues preliminary guide for iToBoS design and development10page readerfriendly preliminary guide outlining key privacy data protection socio cultural and ethical issues for the benefit of the partners gathering requirements for iToBoS
Dissemination, outreach and liaison activities reportDissemination outreach and liaison activities report summarizing all activities performed by the WPs results achieved by the partners and feedback obtained from the stakeholders
Privacy, data protection, social and ethical impact assessment report for iToBoSPrivacy data protection social and ethical impact assessment report for iToBoS First version
Patient engagement plan with touch points and educational needsThe patient engagement plan will ensure and document the consistent interaction between project partners of iToBoS with the European Melanoma patient advocacy community MPNE will further ensure the incorporation of patient input throughout the iToBoS project
Project web site including visual alignment to the strategy with initial content to be regularly updated
Data management plan aligned with FAIR principles and other initiatives including RDA and EOSC First version
First of the three dedicated training modules for Melanoma Patient Advocates: AI in medicine- benefits and risks.
Publications
Author(s):
Sören Becker, Johanna Vielhaben, Marcel Ackermann, Klaus-Robert Müller, Sebastian Lapuschkin, Wojciech Samek
Published in:
Journal of the Franklin Institute, 2024, ISSN 0016-0032
Publisher:
Pergamon Press Ltd.
Author(s):
Abigail Goldsteen, Ola Saadi, Ron Shmelkin, Shlomit Shachor, Natalia Razinkov
Published in:
SoftwareX, 2023, Page(s) 101352, ISSN 2352-7110
Publisher:
Elsevier
DOI:
10.1016/j.softx.2023.101352
Author(s):
Anna Hedström, Leander Weber, Daniel Krakowczyk, Dilyara Bareeva, Franz Motzkus, Wojciech Samek, Sebastian Lapuschkin, Marina M.-C. Höhne
Published in:
Journal of Machine Learning Research, Issue 24, 2023, Page(s) 1-11, ISSN 1532-4435
Publisher:
MIT Press
Author(s):
Lennart Jütte; Bernhard Roth
Published in:
Sensors; Volume 22; Issue 23; Pages: 9349, Issue 2, 2022, ISSN 1424-8220
Publisher:
Multidisciplinary Digital Publishing Institute (MDPI)
DOI:
10.3390/s22239349
Author(s):
Johanna Vielhaben; Sebastian Lapuschkin; Grégoire Montavon; Wojciech Samek
Published in:
Pattern Recognition, Issue 150, 2023, ISSN 0031-3203
Publisher:
Pergamon Press
DOI:
10.1016/j.patcog.2024.110309
Author(s):
De Martino, E., Gandin, I., Azzalini, E., Massone, C., Pizzichetta, M. A., Giulioni, E., Javor, S., Pinzani, C., Conforti, C., Zalaudek, I., Bonin, S.
Published in:
Frontiers in Medicine, Issue Vol. 10, 2023, Page(s) 1180799, ISSN 2296-858X
Publisher:
Frontiers
DOI:
10.3389/fmed.2023.1180799
Author(s):
Andreas Holzinger; Andreas Holzinger; Matthias Dehmer; Frank Emmert-Streib; Rita Cucchiara; Isabelle Augenstein; Javier Del Ser; Wojciech Samek; Igor Jurisica; Natalia Díaz-Rodríguez
Published in:
Information Fusion, Issue 79, 2022, Page(s) 263-278, ISSN 1566-2535
Publisher:
Elsevier BV
DOI:
10.1016/j.inffus.2021.10.007
Author(s):
Leander Weber; Sebastian Lapuschkin; Alexander Binder; Wojciech Samek
Published in:
Information Fusion, Issue 92, 2023, Page(s) 154-176, ISSN 1566-2535
Publisher:
Elsevier BV
DOI:
10.1016/j.inffus.2022.11.013
Author(s):
Hedström, Anna; Bommer, Philine; Wickstrøm, Kristoffer K.; Samek, Wojciech; Lapuschkin, Sebastian; Höhne, Marina M. -C.
Published in:
Transactions on Machine Learning Research, Issue 2023, 2023, ISSN 1532-4435
Publisher:
MIT Press
DOI:
10.48550/arxiv.2302.07265
Author(s):
Lennart Jütte, Gaurav Sharma, Harshkumar Patel, and Bernhard Roth
Published in:
Journal of Biomedical Optics, Issue 10833668, 2022, Page(s) 096001-1 - 096001-16, ISSN 1083-3668
Publisher:
S P I E - International Society for Optical Engineering
DOI:
10.1117/1.jbo.27.9.096001
Author(s):
Jiamei Sun, Sebastian Lapuschkin, Wojciech Samek, Alexander Binder
Published in:
Information Fusion, Issue Vol 77, January 2022, 2022, Page(s) 233-246, ISSN 1566-2535
Publisher:
Elsevier BV
DOI:
10.1016/j.inffus.2021.07.008
Author(s):
Christopher J Anders, Leander Weber, David Neumann, Wojciech Samek, Klaus-Robert Müller, Sebastian Lapuschkin
Published in:
Information Fusion, Issue Vol 77, January 2022, 2022, Page(s) 261-295, ISSN 1566-2535
Publisher:
Elsevier BV
DOI:
10.1016/j.inffus.2021.07.015
Author(s):
Alisa M. Goldstein, PhD, Richard Qin, BS, Emily Y. Chu, MD, PhD, David E. Elder, MBChB, Daniela Massi, MD, PhD, David J. Adams, PhD, Paul W. Harms, MD, PhD, Carla Daniela Robles-Espinoza, PhD, Julia A. Newton-Bishop, MD, PhD, D. Timothy Bishop, PhD, Mark Harland, PhD, Elizabeth A. Holland, BSc, Anne E. Cust, PhD, Helen Schmid, MPH, Graham J. Mann, MBBS, PhD, Susana Puig, MD, PhD, Miriam Potrony, P
Published in:
Journal of the American Academy of Dermatology (JAAD) International, Issue 11, 2023, Page(s) 43-51, ISSN 2666-3287
Publisher:
Elsevier
DOI:
10.1016/j.jdin.2023.01.013
Author(s):
Gaurav Sharma, Lennart Jütte, Jigar Gopani, Jules Brehme, Axel Günther, Ralf Sindelar, Franz Renz and Bernhard Roth
Published in:
Journal of Optics, Issue 26(4), 2024, ISSN 2040-8986
Publisher:
IoP Publishing
DOI:
10.1088/2040-8986/ad2ca4
Author(s):
Simon Letzgus, Patrick Wagner, Jonas Lederer, Wojciech Samek, Klaus-Robert Müller, Gregoire Montavon
Published in:
IEEE Signal Processing Magazine, Issue 39, 2022, ISSN 1053-5888
Publisher:
Institute of Electrical and Electronics Engineers
DOI:
10.1109/msp.2022.3153277
Author(s):
De Martino, E., Medeot, C., D’Amico, L., Stanta, G., Bonin, S.
Published in:
New Biotechnology, Issue Vol. 71, 2022, Page(s) 30-36, ISSN 1871-6784
Publisher:
Elsevier BV
DOI:
10.1016/j.nbt.2022.07.001
Author(s):
Simon M Hofmann, Frauke Beyer, Sebastian Lapuschkin, Markus Loeffler, Klaus-Robert Müller, Arno Villringer, Wojciech Samek, A. Veronica Witte
Published in:
NeuroImage, Issue 10538119, 2022, ISSN 1053-8119
Publisher:
Academic Press
DOI:
10.1016/j.neuroimage.2022.119504
Author(s):
Leila Arras, Ahmed Osman, Wojciech Samek
Published in:
Information Fusion, Issue Vol. 81, 2021, Page(s) 14-40, ISSN 1566-2535
Publisher:
Elsevier BV
DOI:
10.1016/j.inffus.2021.11.008
Author(s):
Lennart Jütte; Zhiyao Yang; Gaurav Sharma; Bernhard Roth
Published in:
Biomedical Physics & Engineering Express 8 (2022), Nr. 6, Issue 3, 2022, ISSN 2057-1976
Publisher:
IOP Publishing
DOI:
10.1088/2057-1976/ac9847
Author(s):
Armin W. Thomas; Ulman Lindenberger; Wojciech Samek; Klaus-Robert Müller
Published in:
Journal of the Franklin Institute, Issue 360, 2023, Page(s) 9754-9787, ISSN 0016-0032
Publisher:
Pergamon Press Ltd.
DOI:
10.1016/j.jfranklin.2023.07.015
Author(s):
Djordje Slijepcevic, Fabian Horst, Sebastian Lapuschkin, Brian Horsak, Anna-Maria Raberger, Andreas Kranzl, Wojciech Samek, Christian Breiteneder, Wolfgang Immanuel Schöllhorn, Matthias Zeppelzauer
Published in:
ACM Transactions on Computing for Healthcare, Issue Vol 3, No 2, 2022, Page(s) 1-27, ISSN 2691-1957
Publisher:
Association for Computing Machinery
DOI:
10.1145/3474121
Author(s):
Nazari, S.; Garcia, R.
Published in:
Life 2023, 13, 2123., 2023, ISSN 2075-1729
Publisher:
MDPI
DOI:
10.3390/life13112123
Author(s):
Niamh Aspell
Abigail Goldsteen
Robin Renwick
Published in:
Frontiers in Digital Health: Trustworthy AI for Healthcare, Issue Volume 6, 2024, ISSN 2673-253X
Publisher:
Frontiers in Digital Health
DOI:
10.3389/fdgth.2024.1272709
Author(s):
Lennart Jütte, Harshkumar Patel, Bernhard Roth
Published in:
Biomedical Physics and Engineering Express, Issue 10, 2024, Page(s) 015007, ISSN 2057-1976
Publisher:
IOP Publishing
DOI:
10.1088/2057-1976/ad0e87
Author(s):
Andreas Holzinger, Randy Goebel, Ruth Fong, Taesup Moon, Klaus-Robert Müller, Wojciech Samek
Published in:
xxAI - Beyond Explainable AI, 2022, Page(s) 3-10, ISBN 978-3-031-04082-5
Publisher:
Springer, Cham
DOI:
10.1007/978-3-031-04083-2_1
Author(s):
Grégoire Montavon, Jacob Kauffmann, Wojciech Samek, Klaus-Robert Müller
Published in:
xxAI - Beyond Explainable AI, 2022, Page(s) 117-138, ISBN 978-3-031-04083-2
Publisher:
Springer
DOI:
10.1007/978-3-031-04083-2_7
Author(s):
Andreas Holzinger, Anna Saranti, Christoph Molnar, Przemyslaw Biecek, Wojciech Samek
Published in:
xxAI - Beyond Explainable AI, 2022, Page(s) 13-38, ISBN 978-3-031-04082-5
Publisher:
Springer
DOI:
10.1007/978-3-031-04083-2_2
Author(s):
Daniel Becking, Maximilian Dreyer, Wojciech Samek, Karsten Müller, Sebastian Lapuschkin
Published in:
xxAI - Beyond Explainable AI, 2022, Page(s) 271-296, ISBN 978-3-031-04083-2
Publisher:
Springer
DOI:
10.1007/978-3-031-04083-2_14
Author(s):
Pahde, Frederik; Ümit Yolcu, Galip; Binder, Alexander; Samek, Wojciech; Lapuschkin, Sebastian
Published in:
Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR) Workshops, 2023, Page(s) 3819-3828
Publisher:
IEEE
DOI:
10.1109/cvprw59228.2023.00396
Author(s):
Annika Frommholz, Fabian Seipel, Sebastian Lapuschkin, Wojciech Samek, Johanna Vielhaben
Published in:
CBMI 2023: 20th International Conference on Content-based Multimedia Indexing, 2023, ISBN 979-8-4007-0912-8
Publisher:
Association for Computing Machinery
DOI:
10.1145/3617233.3617265
Author(s):
Abigail Goldsteen, Ariel Farkash, Micha Moffie, Ron Shmelkin
Published in:
Studies in Health Technology and Informatics, Issue 294, 2022, Page(s) 121 - 122
Publisher:
IOS Press
DOI:
10.3233/shti220410
Author(s):
Binder, Alexander; Weber, Leander; Lapuschkin, Sebastian; Montavon, Gregoire; Müller, Klaus-Robert; Samek, Wojciech
Published in:
Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR), Issue 2023, 2023, Page(s) 16143-16152
Publisher:
IEEE
DOI:
10.1109/cvpr52729.2023.01549
Author(s):
Dawoud, Karam; Samek, Wojciech; Eisert, Peter; Lapuschkin, Sebastian; Bosse, Sebastian
Published in:
IEEE International Conference on Data Mining Workshops, Issue 10, 2023, ISBN 979-8-3503-8164-1
Publisher:
IEEE
DOI:
10.48550/arxiv.2310.07534
Author(s):
Maximilian Dreyer; Reduan Achtibat; Thomas Wiegand; Wojciech Samek; Sebastian Lapuschkin
Published in:
Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR) Workshops, 2023, Page(s) 3829-3839
Publisher:
IEEE
DOI:
10.1109/cvprw59228.2023.00397
Author(s):
Piera Riccio, Bill Psomas, Francesco Galati, Francisco Escolano, Thomas Hofmann, Nuria Oliver
Published in:
Advances in Neural Information Processing Systems, Issue 35, 2022, Page(s) 12491-12503
Publisher:
Neural information processing systems foundation
Author(s):
Sami Ede, Serop Baghdadlian, Leander Weber, An Nguyen, Dario Zanca, Wojciech Samek, Sebastian Lapuschkin
Published in:
International Cross-Domain Conference for Machine Learning and Knowledge Extraction, 2022, ISBN 978-3-031-14462-2
Publisher:
Springer-Verlag
DOI:
10.1007/978-3-031-14463-9_1
Author(s):
Franz Motzkus, Leander Weber, Sebastian Lapuschkin
Published in:
Proceedings of the IEEE International Conference on Image Processing (ICIP), 2022, Page(s) 516-520, ISBN 978-1-6654-9620-9
Publisher:
IEEE
DOI:
10.1109/icip46576.2022.9897282
Author(s):
Pahde, Frederik; Dreyer, Maximilian; Samek, Wojciech; Lapuschkin, Sebastian
Published in:
International Conference on Medical Image Computing and Computer-Assisted Intervention, 2023, Page(s) 596–606
Publisher:
Springer, Cham
DOI:
10.1007/978-3-031-43895-0_56
Author(s):
Ioannis Kakogeorgiou, Spyros Gidaris, Bill Psomas, Yannis Avrithis, Andrei Bursuc, Konstantinos Karantzalos, Nikos Komodakis
Published in:
European Conference on Computer Vision, Issue 13690, 2022, Page(s) 300-318
Publisher:
Springer
DOI:
10.1007/978-3-031-20056-4_18
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