Niels Halama

Deep learning can predict microsatellite instability directly from histology in gastrointestinal cancer

Jakob Nikolas Kather, Alexander T. Pearson, Niels Halama et al. · Nature Medicine · 2019 · 1.3K citations · Full text

Engineering, Deep Learning, Medicine +10

Low-Dose Irradiation Programs Macrophage Differentiation to an iNOS+/M1 Phenotype that Orchestrates Effective T Cell Immunotherapy

Felix Klug, Hridayesh Prakash, Peter E. Huber et al. · Cancer Cell · 2013 · 1K citations · Full text

Cancer Immunosurveillance, Medicine, T-regulatory Cell +9

Predicting survival from colorectal cancer histology slides using deep learning: A retrospective multicenter study

Jakob Nikolas Kather, Johannes Krisam, Pornpimol Charoentong et al. · PLoS Medicine · 2019 · 990 citations · Full text

Tumoral Immune Cell Exploitation in Colorectal Cancer Metastases Can Be Targeted Effectively by Anti-CCR5 Therapy in Cancer Patients

Niels Halama, Inka Zoernig, Anna Berthel et al. · Cancer Cell · 2016 · 486 citations · Full text

Cancer Immunosurveillance, Anti-ccr5 Therapy, Medicine +10

Localization and Density of Immune Cells in the Invasive Margin of Human Colorectal Cancer Liver Metastases Are Prognostic for Response to Chemotherapy

Niels Halama, Sara Michel, Matthias Kloor et al. · Cancer Research · 2011 · 424 citations

Immunology, Pathology, High Densities +16