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List of works by Jakob Nikolas Kather

Angiopoietin-1 is regulated by miR-204 and contributes to corneal neovascularization in KLEIP-deficient mice

scientific article published on 10 June 2014

Artificial intelligence-based pathology for gastrointestinal and hepatobiliary cancers

scientific article published on 19 November 2020

Automated curation of large‐scale cancer histopathology image datasets using deep learning

scientific article published on 26 February 2024

Automatic evaluation of tumor budding in immunohistochemically stained colorectal carcinomas and correlation to clinical outcome

CCR5 status and metastatic progression in colorectal cancer

scientific article published on 13 July 2019

CD163+ immune cell infiltrates and presence of CD54+ microvessels are prognostic markers for patients with embryonal rhabdomyosarcoma

scientific article published on 25 June 2019

Classical mathematical models for prediction of response to chemotherapy and immunotherapy

scientific article published on 04 February 2022

Clinical-grade Detection of Microsatellite Instability in Colorectal Tumors by Deep Learning

scientific article published on 17 June 2020

Color-coded visualization of magnetic resonance imaging multiparametric maps.

scientific article published on 23 January 2017

Continuous representation of tumor microvessel density and detection of angiogenic hotspots in histological whole-slide images

scientific article published on 8 June 2015

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

scientific article published on 03 June 2019

Deep learning in cancer pathology: a new generation of clinical biomarkers

scientific article published on 18 November 2020

Development of AI-based pathology biomarkers in gastrointestinal and liver cancer

scientific article published on 03 July 2020

Encrypted federated learning for secure decentralized collaboration in cancer image analysis

scientific article published in February 2024

Experimental Assessment of Color Deconvolution and Color Normalization for Automated Classification of Histology Images Stained with Hematoxylin and Eosin

scientific article published on 11 November 2020

Genomics and emerging biomarkers for immunotherapy of colorectal cancer

scientific article published in March 2018

Golgi Protein 73 (GP73) Serum Levels Predict Outcome after Resection of Biliary Tract Cancer

scientific article published in 2022

Harnessing the innate immune system and local immunological microenvironment to treat colorectal cancer

scientific article published on 02 April 2019

Hidden Variables in Deep Learning Digital Pathology and Their Potential to Cause Batch Effects: Prediction Model Study

scholarly article by Max Schmitt et al published 2 February 2021 in Journal of Medical Internet Research

High-Throughput Screening of Combinatorial Immunotherapies with Patient-Specific In Silico Models of Metastatic Colorectal Cancer

scientific article published on 02 July 2018

Identification of a characteristic vascular belt zone in human colorectal cancer

scientific article

In Silico Modeling of Immunotherapy and Stroma-Targeting Therapies in Human Colorectal Cancer

scientific article

Integrating Patient Data Into Skin Cancer Classification Using Convolutional Neural Networks: Systematic Review

publication published on 02 July 2021

Large-scale database mining reveals hidden trends and future directions for cancer immunotherapy.

scientific article

Multi-class texture analysis in colorectal cancer histology

scientific article published on 16 June 2016

Nerve fibers in the tumor microenvironment in neurotropic cancer-pancreatic cancer and cholangiocarcinoma

scientific article published on 07 December 2020

New Colors for Histology: Optimized Bivariate Color Maps Increase Perceptual Contrast in Histological Images

scientific article published on 30 December 2015

Nuclear Translocation of RELB is Increased in Diseased Human Liver and Promotes Ductular Reaction and Biliary Fibrosis in Mice

scientific article published on 13 November 2018

Pan-cancer image-based detection of clinically actionable genetic alterations

scientific article published on 27 July 2020

Polyphonic sonification of electrocardiography signals for diagnosis of cardiac pathologies

scientific article (publication date: 20 March 2017)

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

scientific article published on 24 January 2019

Response to neoadjuvant treatment among rectal cancer patients in a population-based cohort

scientific article published on 19 September 2020

Rho guanine exchange factors in blood vessels: fine-tuners of angiogenesis and vascular function

scientific article published on 21 December 2012

Topography of cancer-associated immune cells in human solid tumors

Transgenic mouse models of corneal neovascularization: new perspectives for angiogenesis research

scientific article

Weakly supervised end-to-end artificial intelligence in gastrointestinal endoscopy

scientific article published on 22 March 2022

[Artificial intelligence in gastroenterology]

scientific article published on 06 October 2020

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