Frederick Klauschen

发表

Quantitative Methoden in der Molekular- und Systempathologie

Frederick Klauschen, 2013 .

CognitionMaster: an object-based image analysis framework

Masaru Ishii, Daniel Heim, Peter Hufnagl, 2013, Diagnostic Pathology.

Variant classification in precision oncology

Melanie Boerries, Olaf Neumann, Michael Thomas, 2019, International journal of cancer.

On Pixel-Wise Explanations for Non-Linear Classifier Decisions by Layer-Wise Relevance Propagation

Alexander Binder, Klaus-Robert Müller, Wojciech Samek, 2015, PloS one.

Deep Learning for the Classification of Small-Cell and Non-Small-Cell Lung Cancer

Michael Thomas, Cleo-Aron Weis, Claus Peter Heussel, 2020, Cancers.

Detection and Segmentation of Cell Nuclei in Virtual Microscopy Images: A Minimum-Model Approach

Daniel Heim, Peter Hufnagl, Carsten Denkert, 2012, Scientific Reports.

Explaining Bayesian Neural Networks pdf

Frederick Klauschen, Marius Kloft, Kirill Bykov, 2021, ArXiv.

Morphological and molecular breast cancer profiling through explainable machine learning

Masaru Ishii, Klaus-Robert Müller, Daniel Heim, 2021, Nature Machine Intelligence.

Machine learning analysis of DNA methylation profiles distinguishes primary lung squamous cell carcinomas from head and neck metastases

Klaus-Robert Müller, Grégoire Montavon, Michael Bockmayr, 2019, Science Translational Medicine.

Strategies for developing Ki67 as a useful biomarker in breast cancer.

Carsten Denkert, Jan Budczies, Stephan Wienert, 2015, Breast.

Less developed corpus callosum in dyslexic subjects—a structural MRI study

Nicolae Duta, Kenneth Hugdahl, Lars Ersland, 2002, Neuropsychologia.

The combinatorial complexity of cancer precision medicine

Ulrich Keilholz, Frederick Klauschen, Manfred Dietel, 2014, Oncoscience.

Standardized Ki67 Diagnostics Using Automated Scoring—Clinical Validation in the GeparTrio Breast Cancer Study

Carsten Denkert, Stephan Wienert, Frederick Klauschen, 2014, Clinical Cancer Research.

Quantification of lymph node transit times reveals differences in antigen surveillance strategies of naïve CD4+ and CD8+ T cells

Frederick Klauschen, Ronald N. Germain, Judith N. Mandl, 2012, Proceedings of the National Academy of Sciences.

Cutoff Finder: A Comprehensive and Straightforward Web Application Enabling Rapid Biomarker Cutoff Optimization

Carsten Denkert, Jan Budczies, Frederick Klauschen, 2012, PloS one.

Remodeling of central metabolism in invasive breast cancer compared to normal breast tissue – a GC-TOFMS based metabolomics study

Oliver Fiehn, Carsten Denkert, Jan Budczies, 2012, BMC Genomics.

Subgroup-specific immune and stromal microenvironment in medulloblastoma

Jan Budczies, Michael Bockmayr, Frederick Klauschen, 2018, Oncoimmunology.

Computational analysis reveals histotype-dependent molecular profile and actionable mutation effects across cancers

Klaus-Robert Müller, Grégoire Montavon, Daniel Heim, 2018, Genome Medicine.

Tumor-infiltrating lymphocytes and response to neoadjuvant chemotherapy with or without carboplatin in human epidermal growth factor receptor 2-positive and triple-negative primary breast cancers.

Carsten Denkert, Stephan Wienert, Frederick Klauschen, 2015, Journal of clinical oncology : official journal of the American Society of Clinical Oncology.

Standardized evaluation of tumor-infiltrating lymphocytes in breast cancer: results of the ring studies of the international immuno-oncology biomarker working group

Carsten Denkert, Jan Budczies, David L Rimm, 2016, Modern Pathology.

Histological tumor typing in the age of molecular profiling.

Daniel Heim, Frederick Klauschen, Albrecht Stenzinger, 2015, Pathology, research and practice.

Integration of metabolomics and expression of glycerol-3-phosphate acyltransferase (GPAM) in breast cancer-link to patient survival, hormone receptor status, and metabolic profiling.

Oliver Fiehn, Carsten Denkert, Jan Budczies, 2012, Journal of proteome research.

The landscape of metastatic progression patterns across major human cancers

Carsten Denkert, Jan Budczies, Michael Bockmayr, 2014, Oncotarget.

EVALUATION OF MR-BRAIN-VOLUMETRY METHODS

Vincent Barra, Andreas Meyer-Lindenberg, Frederick Klauschen, 2007 .

Copy number changes of clinically actionable genes in melanoma, non‐small cell lung cancer and colorectal cancer—A survey across 822 routine diagnostic cases

Daniel Heim, Nicole Pfarr, Volker Endris, 2016, Genes, chromosomes & cancer.

Ioncopy: a novel method for calling copy number alterations in amplicon sequencing data including significance assessment

Carsten Denkert, Jan Budczies, Nicole Pfarr, 2016, Oncotarget.

Comprehensive analysis of clinico-pathological data reveals heterogeneous relations between atherosclerosis and cancer

Carsten Denkert, Jan Budczies, Volker Endris, 2014, Journal of Clinical Pathology.

Assessing Tumor-Infiltrating Lymphocytes in Solid Tumors: A Practical Review for Pathologists and Proposal for a Standardized Method from the International Immuno-Oncology Biomarkers Working Group: Part 2: TILs in Melanoma, Gastrointestinal Tract Carcinomas, Non-Small Cell Lung Carcinoma and Mesothe

Carsten Denkert, Fred Hirsch, Benjamin Solomon, 2017, Advances in anatomic pathology.

A Systems Analysis Identifies a Feedforward Inflammatory Circuit Leading to Lethal Influenza Infection

Frederick Klauschen, Ronald N. Germain, F. Klauschen, 2013, Cell.