Marx, Alexander

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

Kather, J. N., Pearson, A. T., Halama, N., Jäger, D., Krause, J., Loosen, S. H., Marx, A., Boor, P., Tacke, F., Neumann, U. P., et al. (2019) · Nature Medicine

AI in cancer detectionRadiomics and Machine Learning in Medical Imaging

Cited by 1,458

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

Kather, J. N., Krisam, J., Charoentong, P., Luedde, T., Herpel, E., Weis, C.-A., Gaiser, T., Marx, A., Valous, N. A., Ferber, D., et al. (2019) · PLOS Medicine

AI in cancer detectionRadiomics and Machine Learning in Medical Imaging

Cited by 1,082

Multi-class texture analysis in colorectal cancer histology

Kather, J. N., Weis, C.-A., Bianconi, F., Melchers, S. M., Schad, L. R., Gaiser, T., Marx, A., & Zöllner, F. G. (2016) · Scientific Reports

AI in cancer detectionRadiomics and Machine Learning in Medical Imaging

Cited by 578

Whole genome sequencing puts forward hypotheses on metastasis evolution and therapy in colorectal cancer

Ishaque, N., Abba, M. L., Hauser, C., Patil, N., Paramasivam, N., Huebschmann, D., Leupold, J. H., Balasubramanian, G. P., Kleinheinz, K., Toprak, U. H., et al. (2018) · Nature Communications

Cancer Genomics and DiagnosticsColorectal Cancer Treatments and Studies

Cited by 132

Endothelial transdifferentiation in hepatocellular carcinoma: loss of Stabilin‐2 expression in peri‐tumourous liver correlates with increased survival

Géraud, C., Mogler, C., Runge, A., Evdokimov, K., Lu, S., Schledzewski, K., Arnold, B., Hämmerling, G., Koch, P. S., Breuhahn, K., et al. (2013) · Liver International

Angiogenesis and VEGF in CancerHepatocellular Carcinoma Treatment and Prognosis

Cited by 69

Atheroprotective Effects of Neuronal Nitric Oxide Synthase in Apolipoprotein E Knockout Mice

Kuhlencordt, P. J., Hötten, S., Schödel, J., Rützel, S., Hu, K., Widder, J., Marx, A., Huang, P. L., & Ertl, G. (2006) · Arteriosclerosis, Thrombosis, and Vascular Biology

Nitric Oxide and Endothelin EffectsAtherosclerosis and Cardiovascular Diseases

Cited by 67

GPR182 is a novel marker for sinusoidal endothelial differentiation with distinct GPCR signaling activity in vitro

Schmid, C. D., Schledzewski, K., Mogler, C., Waldburger, N., Kalna, V., Marx, A., Randi, A. M., Géraud, C., Goerdt, S., & Koch, P.-S. (2018) · Biochemical and Biophysical Research Communications

Liver physiology and pathologyAngiogenesis and VEGF in Cancer

Cited by 33