Publications by authors named "Maria Kalweit"

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Leveraging a foundation model zoo for cell similarity search in oncological microscopy across devices.
Gabriel Kalweit, Anusha Klett, Paula Silvestrini, Jens Rahnfeld, Mehdi Naouar, Maria Kalweit

Front Oncol· June 2025

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AI in optimized cancer treatment: laying the groundwork for interdisciplinary progress.
Gabriel Kalweit, Evelyn Ullrich, Joschka Boedecker, Roland Mertelsmann, Maria Kalweit

Oxf Open Immunol· May 2025

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A comparative study of explainability methods for whole slide classification of lymph node metastases using vision transformers.
Jens Rahnfeld, Mehdi Naouar, Gabriel Kalweit, Joschka Boedecker, Estelle Dubruc, Maria Kalweit

PLOS Digit Health· April 2025

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Process-Informed Neural Networks: A Hybrid Modelling Approach to Improve Predictive Performance and Inference of Neural Networks in Ecology and Beyond.
Marieke Wesselkamp, Niklas Moser, Maria Kalweit, Joschka Boedecker, Carsten F Dormann

Ecol Lett· November 2024

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Detection of disease-specific signatures in B cell repertoires of lymphomas using machine learning.
Paul Schmidt-Barbo, Gabriel Kalweit, Mehdi Naouar, Lisa Paschold, Edith Willscher, Maria Kalweit

PLoS Comput Biol· July 2024

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Patient groups in Rheumatoid arthritis identified by deep learning respond differently to biologic or targeted synthetic DMARDs.
Maria Kalweit, Andrea M Burden, Joschka Boedecker, Thomas Hügle, Theresa Burkard

PLoS Comput Biol· June 2023

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Dorsal Finger Fold Recognition by Convolutional Neural Networks for the Detection and Monitoring of Joint Swelling in Patients with Rheumatoid Arthritis.
Thomas Hügle, Leo Caratsch, Matteo Caorsi, Jules Maglione, Diana Dan, Gabriel Kalweit, Maria Kalweit

Digit Biomark· June 2022

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[Artificial intelligence-supported treatment in rheumatology : Principles, current situation and perspectives].
Thomas Hügle, Maria Kalweit

Z Rheumatol· December 2021

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Personalized prediction of disease activity in patients with rheumatoid arthritis using an adaptive deep neural network.
Maria Kalweit, Ulrich A Walker, Axel Finckh, Rüdiger Müller, Gabriel Kalweit

PLoS One· October 2021

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