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Toward explainable artificial intelligence for precision pathology
The rapid development of precision medicine in recent years has started to challenge
diagnostic pathology with respect to its ability to analyze histological images and …
diagnostic pathology with respect to its ability to analyze histological images and …
Cancer epigenetics in clinical practice
V Davalos, M Esteller - CA: a cancer journal for clinicians, 2023 - Wiley Online Library
Cancer development is driven by the accumulation of alterations affecting the structure and
function of the genome. Whereas genetic changes disrupt the DNA sequence, epigenetic …
function of the genome. Whereas genetic changes disrupt the DNA sequence, epigenetic …
DNA methylation profiling: an emerging paradigm for cancer diagnosis
A Papanicolau-Sengos, K Aldape - Annual Review of Pathology …, 2022 - annualreviews.org
Histomorphology has been a mainstay of cancer diagnosis in anatomic pathology for many
years. DNA methylation profiling is an additional emerging tool that will serve as an adjunct …
years. DNA methylation profiling is an additional emerging tool that will serve as an adjunct …
[PDF][PDF] A summary of the inaugural WHO classification of pediatric tumors: transitioning from the optical into the molecular era
SM Pfister, M Reyes-Múgica, JKC Chan, H Hasle… - Cancer …, 2022 - aacrjournals.org
Pediatric tumors are uncommon, yet are the leading cause of cancer-related death in
childhood. Tumor types, molecular characteristics, and pathogenesis are unique, often …
childhood. Tumor types, molecular characteristics, and pathogenesis are unique, often …
Prediction of DNA methylation-based tumor types from histopathology in central nervous system tumors with deep learning
Precision in the diagnosis of diverse central nervous system (CNS) tumor types is crucial for
optimal treatment. DNA methylation profiles, which capture the methylation status of …
optimal treatment. DNA methylation profiles, which capture the methylation status of …
Molecular diagnostic tools for the World Health Organization (WHO) 2021 classification of gliomas, glioneuronal and neuronal tumors; an EANO guideline
In the 5th edition of the WHO CNS tumor classification (CNS5, 2021), multiple molecular
characteristics became essential diagnostic criteria for many additional CNS tumor types …
characteristics became essential diagnostic criteria for many additional CNS tumor types …
DNA methylation-based classification of sinonasal tumors
P Jurmeister, S Glöß, R Roller, M Leitheiser… - Nature …, 2022 - nature.com
The diagnosis of sinonasal tumors is challenging due to a heterogeneous spectrum of
various differential diagnoses as well as poorly defined, disputed entities such as sinonasal …
various differential diagnoses as well as poorly defined, disputed entities such as sinonasal …
The pediatric precision oncology INFORM registry: clinical outcome and benefit for patients with very high-evidence targets
CM Van Tilburg, E Pfaff, KW Pajtler… - Cancer …, 2021 - aacrjournals.org
INFORM is a prospective, multinational registry gathering clinical and molecular data of
relapsed, progressive, or high-risk pediatric patients with cancer. This report describes long …
relapsed, progressive, or high-risk pediatric patients with cancer. This report describes long …
The proteomic landscape of soft tissue sarcomas
J Burns, CP Wilding, L Krasny, X Zhu… - Nature …, 2023 - nature.com
Soft tissue sarcomas (STS) are rare and diverse mesenchymal cancers with limited
treatment options. Here we undertake comprehensive proteomic profiling of tumour …
treatment options. Here we undertake comprehensive proteomic profiling of tumour …
Feasibility of whole genome and transcriptome profiling in pediatric and young adult cancers
N Shukla, MF Levine, G Gundem, D Domenico… - Nature …, 2022 - nature.com
The utility of cancer whole genome and transcriptome sequencing (cWGTS) in oncology is
increasingly recognized. However, implementation of cWGTS is challenged by the need to …
increasingly recognized. However, implementation of cWGTS is challenged by the need to …