Search Results for author: Jan Moritz Niehues

Found 3 papers, 2 papers with code

MedG-KRP: Medical Graph Knowledge Representation Probing

no code implementations • 14 Dec 2024 • Gabriel R. Rosenbaum, Lavender Yao Jiang, Ivaxi Sheth, Jaden Stryker, Anton Alyakin, Daniel Alexander Alber, Nicolas K. Goff, Young Joon Fred Kwon, John Markert, Mustafa Nasir-Moin, Jan Moritz Niehues, Karl L. Sangwon, Eunice Yang, Eric Karl Oermann

We test GPT-4, Llama3-70b, and PalmyraMed-70b, a specialized medical model.

Multiple-choice Multiple Choice Question Answering (MCQA)

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Fully transformer-based biomarker prediction from colorectal cancer histology: a large-scale multicentric study

2 code implementations • 23 Jan 2023 • Sophia J. Wagner, Daniel Reisenbüchler, Nicholas P. West, Jan Moritz Niehues, Gregory Patrick Veldhuizen, Philip Quirke, Heike I. Grabsch, Piet A. van den Brandt, Gordon G. A. Hutchins, Susan D. Richman, Tanwei Yuan, Rupert Langer, Josien Christina Anna Jenniskens, Kelly Offermans, Wolfram Mueller, Richard Gray, Stephen B. Gruber, Joel K. Greenson, Gad Rennert, Joseph D. Bonner, Daniel Schmolze, Jacqueline A. James, Maurice B. Loughrey, Manuel Salto-Tellez, Hermann Brenner, Michael Hoffmeister, Daniel Truhn, Julia A. Schnabel, Melanie Boxberg, Tingying Peng, Jakob Nikolas Kather

Methods: In this study, we developed a new fully transformer-based pipeline for end-to-end biomarker prediction from pathology slides.

Diagnostic Prediction

94

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Diffusion Probabilistic Models beat GANs on Medical Images

1 code implementation • 14 Dec 2022 • Gustav Müller-Franzes, Jan Moritz Niehues, Firas Khader, Soroosh Tayebi Arasteh, Christoph Haarburger, Christiane Kuhl, Tianci Wang, Tianyu Han, Sven Nebelung, Jakob Nikolas Kather, Daniel Truhn

The success of Deep Learning applications critically depends on the quality and scale of the underlying training data.

Denoising Diversity +1

177

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