Frederick Klauschen
Orcid: 0000-0002-9131-2389
According to our database1,
Frederick Klauschen
authored at least 13 papers
between 2013 and 2024.
Collaborative distances:
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Bibliography
2024
CoRR, 2024
CoRR, 2024
2023
Creation of a structured molecular genomics report for Germany as a local adaption of HL7's Genomic Reporting Implementation Guide.
J. Am. Medical Informatics Assoc., 2023
Leveraging weak complementary labels to improve semantic segmentation of hepatocellular carcinoma and cholangiocarcinoma in H&E-stained slides.
CoRR, 2023
DiffInfinite: Large Mask-Image Synthesis via Parallel Random Patch Diffusion in Histopathology.
Proceedings of the Advances in Neural Information Processing Systems 36: Annual Conference on Neural Information Processing Systems 2023, 2023
2021
Morphological and molecular breast cancer profiling through explainable machine learning.
Nat. Mach. Intell., 2021
2020
Interpretable Deep Neural Network to Predict Estrogen Receptor Status from Haematoxylin-Eosin Images.
AI and ML for Digital Pathology, 2020
2019
Resolving challenges in deep learning-based analyses of histopathological images using explanation methods.
CoRR, 2019
2018
Towards computational fluorescence microscopy: Machine learning-based integrated prediction of morphological and molecular tumor profiles.
CoRR, 2018
2015
2013
New network topology approaches reveal differential correlation patterns in breast cancer.
BMC Syst. Biol., 2013