Advances in breast cancer risk modeling: Integrating clinics, imaging, pathology and artificial intelligence for personalized risk assessment
F Pesapane, O Battaglia, G Pellegrino… - Future …, 2023 - Taylor & Francis
Breast cancer risk models represent the likelihood of developing breast cancer based on
risk factors. They enable personalized interventions to improve screening programs …
risk factors. They enable personalized interventions to improve screening programs …
A review of genetic variant databases and machine learning tools for predicting the pathogenicity of breast cancer
Studies continue to uncover contributing risk factors for breast cancer (BC) development
including genetic variants. Advances in machine learning and big data generated from …
including genetic variants. Advances in machine learning and big data generated from …
[HTML][HTML] Analysis of missense variants in the human genome reveals widespread gene-specific clustering and improves prediction of pathogenicity
We used a machine learning approach to analyze the within-gene distribution of missense
variants observed in hereditary conditions and cancer. When applied to 840 genes from the …
variants observed in hereditary conditions and cancer. When applied to 840 genes from the …
[HTML][HTML] Classification of 101 BRCA1 and BRCA2 variants of uncertain significance by cosegregation study: a powerful approach
Up to 80% of BRCA1 and BRCA2 genetic variants remain of uncertain clinical significance
(VUSs). Only variants classified as pathogenic or likely pathogenic can guide breast and …
(VUSs). Only variants classified as pathogenic or likely pathogenic can guide breast and …
Smart variant filtering-A blueprint solution for massively parallel sequencing-based variant analysis
O Brahimllari, S Eloranta… - Health informatics …, 2024 - journals.sagepub.com
Massively parallel sequencing helps create new knowledge on genes, variants and their
association with disease phenotype. This important technological advancement …
association with disease phenotype. This important technological advancement …
Germline CDH1 G212E Missense Variant: Combining Clinical, In Vitro and In Vivo Strategies to Unravel Disease Burden
J Figueiredo, F Mercadillo, S Melo, A Barroso… - Cancers, 2021 - mdpi.com
Simple Summary Hereditary diffuse gastric cancer (HDGC) is an inherited cancer syndrome
associated with CDH1 germline mutations. The increasing detection of CDH1 genetic …
associated with CDH1 germline mutations. The increasing detection of CDH1 genetic …
CHEK2 Alterations in Pediatric Malignancy: A Single-Institution Experience
E Abdelghani, KM Schieffer, CE Cottrell, A Audino… - Cancers, 2023 - mdpi.com
Simple Summary Pediatric malignancies rarely occur, with 12,000–15,000 cases per year in
the United States. Approximately 10% of pediatric cancers are thought to be secondary to …
the United States. Approximately 10% of pediatric cancers are thought to be secondary to …
MARGINAL: An Automatic Classification of Variants in BRCA1 and BRCA2 Genes Using a Machine Learning Model
V Karalidou, D Kalfakakou, A Papathanasiou, F Fostira… - Biomolecules, 2022 - mdpi.com
Implementation of next-generation sequencing (NGS) for the genetic analysis of hereditary
diseases has resulted in a vast number of genetic variants identified daily, leading to …
diseases has resulted in a vast number of genetic variants identified daily, leading to …
Negative molecular diagnostics in non-syndromic hearing loss: what next?
T Clabout, L Maes, F Acke, W Wuyts, K Van Schil… - Genes, 2022 - mdpi.com
Congenital hearing loss has an impact on almost every facet of life. In more than 50% of
cases, a genetic cause can be identified. Currently, extensive genetic testing is available …
cases, a genetic cause can be identified. Currently, extensive genetic testing is available …
From diagnostic testing to precision medicine: The evolving role of genomics in cardiac channelopathies and cardiomyopathies in children
MTK Bidzimou, AP Landstrom - Current opinion in genetics & development, 2022 - Elsevier
Pediatric sudden cardiac death (SCD) is the sudden unexpected death of a child or
adolescent due to a presumed cardiac etiology. Heritable causes of pediatric SCD are …
adolescent due to a presumed cardiac etiology. Heritable causes of pediatric SCD are …