Frederick Klauschen
- DiffInfinite: Large Mask-Image Synthesis via Parallel Random Patch Diffusion in Histopathology
2023/06/23 by Marco Aversa, Gabriel Nobis, Aversa, Marco +23 · 10 citations
Computer Science · Biochemistry, Genetics and Molecular Biology · #AI in cancer detection #Generative Adversarial Networks and Image Synthesis #Cell Image Analysis Techniques
- Standardized evaluation of tumor-infiltrating lymphocytes in breast cancer: results of the ring studies of the international immuno-oncology biomarker working group
2016/07/01 by Carsten Denkert, Stephan Wienert, Audrey Poterie +57 · 4 citations
Biochemistry, Genetics and Molecular Biology · Medicine · #Cancer Cells and Metastasis #Cancer Genomics and Diagnostics #Cancer Immunotherapy and Biomarkers
- Towards computational fluorescence microscopy: Machine learning-based integrated prediction of morphological and molecular tumor profiles
2018/05/28 by Alexander Binder, Michael Bockmayr, Binder, Alexander +33 · 2 citations
Biochemistry, Genetics and Molecular Biology · Computer Science · #AI in cancer detection #Cell Image Analysis Techniques #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Gene expression and cancer classification
- Atlas: A Novel Pathology Foundation Model by Mayo Clinic, Charité, and Aignostics
2025/01/09 by Maximilian Alber, Alber, Maximilian, Stephan Tietz +50 · 6 citations
Medicine · #Artificial Intelligence (cs.AI) #Clinical Laboratory Practices and Quality Control #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Hematological disorders and diagnostics #Machine Learning (cs.LG) #Tuberculosis Research and Epidemiology
- Human lungs show limited permissiveness for SARS-CoV-2 due to scarce ACE2 levels but virus-induced expansion of inflammatory macrophages
2022/06/21 by Katja Hönzke, Benedikt Obermayer, Christin Mache +51 · 1 voice · 2 citations
Medicine · #COVID-19 Clinical Research Studies #Long-Term Effects of COVID-19 #SARS-CoV-2 and COVID-19 Research
- xMIL: Insightful Explanations for Multiple Instance Learning in Histopathology
2024/06/06 by Julius Hense, Hense, Julius, Mina Jamshidi Idaji +17 · 2 citations
Biochemistry, Genetics and Molecular Biology · Computer Science · #AI in cancer detection #Biomedical Text Mining and Ontologies #Computer Vision and Pattern Recognition (cs.CV) #Digital Imaging for Blood Diseases #FOS: Computer and information sciences #Machine Learning (cs.LG)
- AI-based Anomaly Detection for Clinical-Grade Histopathological Diagnostics
2024/06/21 by Jonas Dippel, Niklas Prenißl, Dippel, Jonas +23 · 3 citations
Medicine · Computer Science · #COVID-19 diagnosis using AI #Artificial Intelligence in Healthcare and Education #AI in cancer detection
- xCG: Explainable Cell Graphs for Survival Prediction in Non-Small Cell Lung Cancer
2024/11/12 by Marvin Sextro, Gabriel Dernbach, Sextro, Marvin +13 · 1 citation
Biochemistry, Genetics and Molecular Biology · Computer Science · Medicine · #AI in cancer detection #Bioinformatics and Genomic Networks #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Radiomics and Machine Learning in Medical Imaging
- Artificial Intelligence in Pathology
2021/03/17 by Sebastian Försch, Frederick Klauschen, Peter Hufnagl +1 · 1 citation
Computer Science · Medicine · #AI in cancer detection #Artificial Intelligence in Healthcare and Education #Radiomics and Machine Learning in Medical Imaging
- Machine learning analysis of DNA methylation profiles distinguishes primary lung squamous cell carcinomas from head and neck metastases
2019/09/11 by Philipp Jurmeister, Michael Bockmayr, Philipp Seegerer +12 · 1 citation
Medicine · Biochemistry, Genetics and Molecular Biology · #Head and Neck Cancer Studies #Epigenetics and DNA Methylation #Cancer-related molecular mechanisms research