Fabian Heinemann

Biberach An Der Riss, BW, Germany

Last Updated: 09/26/2026

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Found 19 publications

Toxicity assessment in preclinical histopathology via class-aware Mahalanobis distance for known and novel anomalies.

Toxicity assessment in preclinical histopathology via class-aware Mahalanobis distance for known and novel anomalies.

Journal: Scientific reports

Published: February 03, 2026

Fine-tuning of Fgf8 morphogen gradient by heparan sulfate proteoglycans in the extracellular matrix.

Fine-tuning of Fgf8 morphogen gradient by heparan sulfate proteoglycans in the extracellular matrix.

Journal: Biophysical journal

Published: November 02, 2023

Monocyte-derived alveolar macrophages are key drivers of smoke-induced lung inflammation and tissue remodeling.

Monocyte-derived alveolar macrophages are key drivers of smoke-induced lung inflammation and tissue remodeling.

Journal: Frontiers in immunology

Published: October 25, 2023

Learning image representations for anomaly detection: Application to discovery of histological alterations in drug development.

Learning image representations for anomaly detection: Application to discovery of histological alterations in drug development.

Journal: Medical image analysis

Published: October 21, 2022

Deep learning-based quantification of NAFLD/NASH progression in human liver biopsies.

Deep learning-based quantification of NAFLD/NASH progression in human liver biopsies.

Journal: Scientific reports

Published: August 02, 2022

Quantification of Hepatocellular Mitoses in a Toxicological Study in Rats Using a Convolutional Neural Network.

Quantification of Hepatocellular Mitoses in a Toxicological Study in Rats Using a Convolutional Neural Network.

Journal: Toxicologic pathology

Published: March 24, 2022

Deep Learning-Based Detection of Endothelial Tip Cells in the Oxygen-Induced Retinopathy Model.

Deep Learning-Based Detection of Endothelial Tip Cells in the Oxygen-Induced Retinopathy Model.

Journal: Toxicologic pathology

Published: April 26, 2021

Deep learning enables pathologist-like scoring of NASH models.

Deep learning enables pathologist-like scoring of NASH models.

Journal: Scientific reports

Published: September 18, 2019

Intermittent exposure to whole cigarette smoke alters the differentiation of primary small airway epithelial cells in the air-liquid interface culture.

Intermittent exposure to whole cigarette smoke alters the differentiation of primary small airway epithelial cells in the air-liquid interface culture.

Journal: Scientific reports

Published: August 29, 2019

The lytic activity of VSV-GP treatment dominates the therapeutic effects in a syngeneic model of lung cancer.

The lytic activity of VSV-GP treatment dominates the therapeutic effects in a syngeneic model of lung cancer.

Journal: British journal of cancer

Published: January 30, 2019

Deep neural network based histological scoring of lung fibrosis and inflammation in the mouse model system.

Deep neural network based histological scoring of lung fibrosis and inflammation in the mouse model system.

Journal: PloS one

Published: May 09, 2018

Reflection of successful anticancer drug development processes in the literature.

Reflection of successful anticancer drug development processes in the literature.

Journal: Drug discovery today

Published: February 11, 2016

Showing 1-12 of 19

Last Updated: 09/26/2026