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Showing 1–4 of 4 results

Advanced filters: Author: Robin Jugas Clear advanced filters

crossNN is an explainable framework for cross-platform DNA methylation-based classification of tumors

Yuan et al. present crossNN, an explainable machine learning tool to classify tumors based on DNA methylation data from several platforms with different epigenome coverage and sequencing depth, benchmark against other models and validate externally.

Dongsheng Yuan
Robin Jugas
Philipp Euskirchen
ResearchOpen Access06 Jun 2025
Nature Cancer

Volume: 6, P: 1283-1294
Circulating MicroRNAs do not provide a diagnostic benefit over tissue biopsy in patients with brain metastases

Michaela Ruckova
Dagmar Al Tukmachi
Jiri Sana
ResearchOpen Access17 Dec 2025
Scientific Reports

Volume: 16, P: 1-16
Diagnostic efficacy and clinical utility of whole-exome sequencing in Czech pediatric patients with rare and undiagnosed diseases

Katerina Slaba
Petra Pokorna
Ondrej Slaby
ResearchOpen Access20 Nov 2024
Scientific Reports

Volume: 14, P: 1-11
Precision immuno-oncology approach for four malignant tumors in siblings with constitutional mismatch repair deficiency syndrome

Hana Palova
Anirban Das
Jaroslav Sterba
ResearchOpen Access21 May 2024
npj Precision Oncology

Volume: 8, P: 1-9