[HTML][HTML] The NCI Imaging Data Commons as a platform for reproducible research in computational pathology

DP Schacherer, MD Herrmann, DA Clunie… - Computer methods and …, 2023 - Elsevier
Background and objectives Reproducibility is a major challenge in developing machine
learning (ML)-based solutions in computational pathology (CompPath). The NCI Imaging …

The NCI Imaging Data Commons as a platform for reproducible research in computational pathology

DP Schacherer, MD Herrmann… - … and Programs in …, 2023 - providence.elsevierpure.com
Background and objectives: Reproducibility is a major challenge in developing machine
learning (ML)-based solutions in computational pathology (CompPath). The NCI Imaging …

The NCI Imaging Data Commons as a platform for reproducible research in computational pathology.

DP Schacherer, MD Herrmann… - … and programs in …, 2023 - digitalcommons.providence.org
BACKGROUND AND OBJECTIVES: Reproducibility is a major challenge in developing
machine learning (ML)-based solutions in computational pathology (CompPath). The NCI …

The NCI Imaging Data Commons as a platform for reproducible research in computational pathology

DP Schacherer, MD Herrmann, DA Clunie… - arXiv preprint arXiv …, 2023 - arxiv.org
Background and Objectives: Reproducibility is a major challenge in developing machine
learning (ML)-based solutions in computational pathology (CompPath). The NCI Imaging …

The NCI Imaging Data Commons as a platform for reproducible research in computational pathology

DP Schacherer, MD Herrmann… - … and programs in … - pubmed.ncbi.nlm.nih.gov
Background and objectives Reproducibility is a major challenge in developing machine
learning (ML)-based solutions in computational pathology (CompPath). The NCI Imaging …

The NCI Imaging Data Commons as a platform for reproducible research in computational pathology

DP Schacherer, MD Herrmann, DA Clunie, H Höfener… - 2023 - dl.acm.org
Background and objectives Reproducibility is a major challenge in developing machine
learning (ML)-based solutions in computational pathology (CompPath). The NCI Imaging …

The NCI Imaging Data Commons as a platform for reproducible research in computational pathology.

DP Schacherer, MD Herrmann, DA Clunie… - … and Programs in …, 2023 - europepmc.org
Methods Using the IDC, we implemented two experiments in which a representative ML-
based method for classifying lung tumor tissue was trained and/or evaluated on different …

The NCI Imaging Data Commons as a platform for reproducible research in computational pathology

DP Schacherer, MD Herrmann, DA Clunie… - arXiv e …, 2023 - ui.adsabs.harvard.edu
Abstract Background and Objectives: Reproducibility is a major challenge in developing
machine learning (ML)-based solutions in computational pathology (CompPath). The NCI …