The potential of federated learning for self-configuring medical object detection in heterogeneous data distributions

Authors: Gabriel Rashidi, Dimitrios Bounias, Markus Bujotzek, Andrés Martínez Mora, Peter Neher, Klaus H. Maier-Hein

Source: Scientific Reports, Vol 14, Iss 1, Pp 1-12 (2024)

Subject Terms: Medicine, Science

File Description: electronic resource

Relation: https://doaj.org/toc/2045-2322

Access URL: https://doaj.org/article/fdd56013344a4e299cd450086b613e1b

Deep intravital brain tumor imaging enabled by tailored three-photon microscopy and analysis

Authors: Marc Cicero Schubert, Stella Judith Soyka, Amr Tamimi, Emanuel Maus, Julian Schroers, Niklas Wißmann, Ekin Reyhan, Svenja Kristin Tetzlaff, Yvonne Yang, Robert Denninger, Robin Peretzke, Carlo Beretta, Michael Drumm, Alina Heuer, Verena Buchert, Alicia Steffens, Jordain Walshon, Kathleen McCortney, Sabine Heiland, Martin Bendszus, Peter Neher, Anna Golebiewska, Wolfgang Wick, Frank Winkler, Michael O. Breckwoldt, Anna Kreshuk, Thomas Kuner, Craig Horbinski, Felix Tobias Kurz, Robert Prevedel, Varun Venkataramani

Source: Nature Communications, Vol 15, Iss 1, Pp 1-21 (2024)

Subject Terms: Science

File Description: electronic resource

Relation: https://doaj.org/toc/2041-1723

Access URL: https://doaj.org/article/5aab522dd6b7443baef320c1b7f67875

Unlocking the potential of digital pathology: Novel baselines for compression

Authors: Maximilian Fischer, Peter Neher, Peter Schüffler, Sebastian Ziegler, Shuhan Xiao, Robin Peretzke, David Clunie, Constantin Ulrich, Michael Baumgartner, Alexander Muckenhuber, Silvia Dias Almeida, Michael Gőtz, Jens Kleesiek, Marco Nolden, Rickmer Braren, Klaus Maier-Hein

Source: Journal of Pathology Informatics, Vol 17, Iss , Pp 100421- (2025)

Subject Terms: Whole slide images, Lossy compression, Feature similarity, Computer applications to medicine. Medical informatics, R858-859.7, Pathology, RB1-214

File Description: electronic resource

Relation: http://www.sciencedirect.com/science/article/pii/S2153353925000033; https://doaj.org/toc/2153-3539

Access URL: https://doaj.org/article/74c8d770d38a44aa80cb852717e4a6fe

Radiomic tractometry reveals tract-specific imaging biomarkers in white matter

Authors: Peter Neher, Dusan Hirjak, Klaus Maier-Hein

Source: Nature Communications, Vol 15, Iss 1, Pp 1-11 (2024)

Subject Terms: Science

File Description: electronic resource

Relation: https://doaj.org/toc/2041-1723

Access URL: https://doaj.org/article/555f8ff77b89403ca507b6daa904d089

Deep learning aided preoperative diagnosis of primary central nervous system lymphoma

Authors: Paul Vincent Naser, Miriam Cindy Maurer, Maximilian Fischer, Kianush Karimian-Jazi, Chiraz Ben-Salah, Awais Akbar Bajwa, Martin Jakobs, Christine Jungk, Jessica Jesser, Martin Bendszus, Klaus Maier-Hein, Sandro M. Krieg, Peter Neher, Jan-Oliver Neumann

Source: iScience, Vol 27, Iss 2, Pp 109023- (2024)

Subject Terms: Health sciences, Medicine, Medical specialty, Radiology, Internal medicine, Oncology, Science

File Description: electronic resource

Relation: http://www.sciencedirect.com/science/article/pii/S258900422400244X; https://doaj.org/toc/2589-0042

Access URL: https://doaj.org/article/c9caabe1cbee4afcbbec3794247abddb

Q-Ball high-resolution fiber tractography: Optimizing corticospinal tract delineation near gliomas and its role in the prediction of postoperative motor deficits– A proof of concept study

Authors: Pavlina Lenga, Moritz Scherer, Robin Peretzke, Peter Neher, Jessica Jesser, Andreas W. Unterberg, Sandro Krieg, Daniela Becker

Source: Brain and Spine, Vol 4, Iss , Pp 104139- (2024)

Subject Terms: Q-ball high-resolution fiber tractography, Glioma, Motor deficits, Corticospinal tract, Neurology. Diseases of the nervous system, RC346-429

File Description: electronic resource

Relation: http://www.sciencedirect.com/science/article/pii/S277252942401395X; https://doaj.org/toc/2772-5294

Access URL: https://doaj.org/article/9f9640ad030e4824826aef1ebb9355a5

Physical and digital phantoms for validating tractography and assessing artifacts

Authors: Ivana Drobnjak, Peter Neher, Cyril Poupon, Tabinda Sarwar

Source: NeuroImage, Vol 245, Iss , Pp 118704- (2021)

Subject Terms: Neurosciences. Biological psychiatry. Neuropsychiatry, RC321-571

File Description: electronic resource

Relation: http://www.sciencedirect.com/science/article/pii/S1053811921009769; https://doaj.org/toc/1095-9572

Access URL: https://doaj.org/article/e84cd92b1b2a40b59086095e64a2e756

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