Toward Rapid, Widely Available Autologous CAR-T Cell Therapy – Artificial Intelligence and Automation Enabling the Smart Manufacturing Hospital

Autor: Simon Hort, Laura Herbst, Niklas Bäckel, Frederik Erkens, Bastian Niessing, Maik Frye, Niels König, Ioannis Papantoniou, Michael Hudecek, John J. L. Jacobs, Robert H. Schmitt

Publikováno v: Frontiers in Medicine, Vol 9 (2022)

CAR-T cell therapy is a promising treatment for acute leukemia and lymphoma. CAR-T cell therapies take a pioneering role in autologous gene therapy with three EMA-approved products. However, the chance of clinical success remains relatively low as th

Externí odkaz: https://doaj.org/article/9bb8ea8db6534f5982f371b47e1dbc02

Optical coherence tomography and convolutional neural networks can differentiate colorectal liver metastases from liver parenchyma ex vivo

Autor: Iakovos Amygdalos, Enno Hachgenei, Luisa Burkl, David Vargas, Paul Goßmann, Laura I. Wolff, Mariia Druzenko, Maik Frye, Niels König, Robert H. Schmitt, Alexandros Chrysos, Katharina Jöchle, Tom F. Ulmer, Andreas Lambertz, Ruth Knüchel-Clarke, Ulf P. Neumann, Sven A. Lang

Publikováno v: Journal of cancer research and clinical oncology 149(7), 3575-3586 (2023). doi:10.1007/s00432-022-04263-z

Journal of cancer research and clinical oncology 149(7), 3575-3586 (2023). doi:10.1007/s00432-022-04263-z
Published by Springer, Berlin

Externí odkaz: https://explore.openaire.eu/search/publication?articleId=doi_dedup___::8e94e5d34c1d3bbce0c3719a51a9cec7

Expert System for the Machine Learning Pipeline in Manufacturing

Autor: Jonathan Krauß, Robert Schmitt, Maik Frye

Publikováno v: IFAC-PapersOnLine 54(1), 128-133 (2021). doi:10.1016/j.ifacol.2021.08.014 special issue: "17th IFAC Symposium on Information Control Problems in Manufacturing INCOM 2021 Budapest, Hungary, 7-9 June 2021 / Edited by László Monostori, Botond Kádár, Ádám Szaller"
17. IFAC Symposium on Information Control Problems in Manufacturing, INCOM 2021, Budapest, Hungary, 2021-06-07-2021-06-09

17th IFAC Symposium on Information Control Problems in Manufacturing, INCOM 2021, Budapest, Hungary, 7 Jun 2021 - 9 Jun 2021; IFAC-PapersOnLine 54(1), 128-133 (2021). doi:10.1016/j.ifacol.2021.08.014 special issue: "17th IFAC Symposium on Information

Externí odkaz: https://explore.openaire.eu/search/publication?articleId=doi_dedup___::98a8ca063d1b951b8aa0cc01454158ea

Machine Learning and Artificial Intelligence in Production: Application Areas and Publicly Available Data Sets

Autor: Maik Frye, Robert Schmitt, Jonathan Krauß, Hendrik Mende, Jonas Dorißen

Publikováno v: Production at the leading edge of technology ISBN: 9783662604168

The benefits of machine learning (ML) and artificial intelligence (AI) lie in controlling limits of production such as handling complexity, generating value out of big data as well as gaining efficiency. However, the application is not a straightforw

Externí odkaz: https://explore.openaire.eu/search/publication?articleId=doi_________::3a088ca9c73778b91b5b88e61fa0ef5c
https://doi.org/10.1007/978-3-662-60417-5_49