2024

Fuchs, Moritz (2024)
Navigating the Unknowns of Medical Imaging.
Technische Universität Darmstadt
doi: 10.26083/tuprints-00027579
Dissertation, Erstveröffentlichung, Verlagsversion

Fuchs, Moritz ; Konstantin, Mirko ; Schrade, Nicolas ; Schweizer, Leonille ; Tolkach, Yuri ; Mukhopadhyay, Anirban (2024)
Sliding Window Optimal Transport for Open World Artifact Detection in Histopathology.
In: IEEE Journal of Biomedical and Health Informatics, 28 (7)
doi: 10.1109/JBHI.2024.3383590
Artikel, Bibliographie

Fuchs, Moritz ; Gonzalez, Camila ; Frisch, Yannik ; Hahn, Paul ; Matthies, Philipp ; Gruening, Maximilian ; Pinto dos Santos, Daniel ; Dratsch, Thomas ; Kim, Moon ; Nensa, Felix ; Trenz, Manuel ; Mukhopadhyay, Anirban (2024)
Closing the loop for AI-ready radiology.
In: RöFo - Fortschritte auf dem Gebiet der Röntgenstrahlen und der bildgebenden Verfahren, (02)
doi: 10.1055/a-2124-1958
Artikel, Bibliographie

2023

Frisch, Yannik ; Fuchs, Moritz ; Mukhopadhyay, Anirban (2023)
Temporally consistent sequence-to-sequence translation of cataract surgeries.
In: International Journal of Computer Assisted Radiology and Surgery, 18 (7)
doi: 10.1007/s11548-023-02925-y
Artikel, Bibliographie

Tolkach, Yuri ; Wolgast, Lisa Marie ; Damanakis, Alexander ; Pryalukhin, Alexey ; Schallenberg, Simon ; Hulla, Wolfgang ; Eich, Marie-Lisa ; Schroeder, Wolfgang ; Mukhopadhyay, Anirban ; Fuchs, Moritz ; Klein, Sebastian ; Bruns, Christiane ; Büttner, Reinhard ; Gebauer, Florian ; Schömig-Markiefka, Birgid ; Quaas, Alexander (2023)
Artificial intelligence for tumour tissue detection and histological regression grading in oesophageal adenocarcinomas: a retrospective algorithm development and validation study.
In: The Lancet Digital Health, 5 (5)
doi: 10.1016/S2589-7500(23)00027-4
Artikel, Bibliographie

Griem, Johanna ; Eich, Marie-Lisa ; Schallenberg, Simon ; Pryalukhin, Alexey ; Bychkov, Andrey ; Fukuoka, Junya ; Zayats, Vitaliy ; Hulla, Wolfgang ; Munkhdelger, Jijgee ; Seper, Alexander ; Tsvetkov, Tsvetan ; Mukhopadhyay, Anirban ; Sanner, Antoine ; Stieber, Jonathan ; Fuchs, Moritz ; Babendererde, Niklas ; Schömig-Markiefka, Birgid ; Klein, Sebastian ; Buettner, Reinhard ; Quaas, Alexander ; Tolkach, Yuri (2023)
Artificial Intelligence–Based Tool for Tumor Detection and Quantitative Tissue Analysis in Colorectal Specimens.
In: Modern Pathology, (12)
doi: 10.1016/j.modpat.2023.100327
Artikel, Bibliographie

Frisch, Yannik ; Fuchs, Moritz ; Sanner, Antoine ; Ucar, Felix Anton ; Frenzel, Marius ; Wasielica-Poslednik, Joana ; Gericke, Adrian ; Wagner, Felix Mathias ; Dratsch, Thomas ; Mukhopadhyay, Anirban (2023)
Synthesising Rare Cataract Surgery Samples with Guided Diffusion Models.
International Conference on Medical Image Computing and Computer Assisted Intervention (MICCAI). Vancouver (8.10-12.10.2023)
doi: 10.1007/978-3-031-43996-4_34
Konferenzveröffentlichung, Bibliographie

2022

González, Camila ; Gotkowski, Karol ; Fuchs, Moritz ; Bucher, Andreas ; Dadras, Armin ; Fischbach, Ricarda ; Kaltenborn, Isabel Jasmin ; Mukhopadhyay, Anirban (2022)
Distance-based detection of out-of-distribution silent failures for Covid-19 lung lesion segmentation.
In: Medical Image Analysis, 82
doi: 10.1016/j.media.2022.102596
Artikel, Bibliographie

Wagner, Nicolas ; Fuchs, Moritz ; Tolkach, Yuri ; Mukhopadhyay, Anirban (2022)
Federated Stain Normalization for Computational Pathology.
25th International Conference on Medical Image Computing and Computer-Assisted Intervention. Singapore (18.09.2022-22.09.2022)
doi: 10.1007/978-3-031-16434-7_2
Konferenzveröffentlichung, Bibliographie

2019

Fauser, Johannes ; Fuchs, Moritz ; Ghazy, Ahmed ; Dorweiler, Bernhard ; Mukhopadhyay, Anirban (2019)
Preoperative Planning for Guidewires Employing Shape-Regularized Segmentation and Optimized Trajectories.
MLCN'19 - International Workshop on Machine Learning in Clinical Neuroimaging. Shenzhen, China (17.10.2019-17.10.2019)
doi: 10.1007/978-3-030-32695-1_2
Konferenzveröffentlichung, Bibliographie