A systematic review on machine learning approaches in the diagnosis and prognosis of rare genetic diseases

PR Naranjo Varela, AM Parra Pérez… - 2023 - digibug.ugr.es
Background: The diagnosis of rare genetic diseases is often challenging due to the
complexity of the genetic underpinnings of these conditions and the limited availability of …

[HTML][HTML] A systematic review on machine learning approaches in the diagnosis and prognosis of rare genetic diseases

P Roman-Naranjo, AM Parra-Perez… - Journal of biomedical …, 2023 - Elsevier
Background The diagnosis of rare genetic diseases is often challenging due to the
complexity of the genetic underpinnings of these conditions and the limited availability of …

A systematic review on machine learning approaches in the diagnosis of rare genetic diseases

P Roman-Naranjo, AM Parra-Perez… - medRxiv, 2023 - medrxiv.org
Background The diagnosis of rare genetic diseases is often challenging due to the
complexity of the genetic underpinnings of these conditions and the limited availability of …

RDAD: a machine learning system to support phenotype-based rare disease diagnosis

J Jia, R Wang, Z An, Y Guo, X Ni, T Shi - Frontiers in genetics, 2018 - frontiersin.org
DNA sequencing has allowed for the discovery of the genetic cause for a considerable
number of diseases, paving the way for new disease diagnostics. However, due to the lack …

[HTML][HTML] Multi-omics techniques for the genetic and epigenetic analysis of rare diseases

Y Choi, DWY Choi, S Lee - Journal of Genetic Medicine, 2023 - e-kjgm.org
Until now, rare disease studies have mainly been carried out by detecting simple variants
such as single nucleotide substitutions and short insertions and deletions in protein-coding …

Epigenomic approaches for the diagnosis of rare diseases

B Martinez-Delgado, MJ Barrero - Epigenomes, 2022 - mdpi.com
Rare diseases affect more than 300 million people worldwide. Diagnosing rare diseases is a
major challenge as they have different causes and etiologies. Careful assessment of clinical …

Improving Molecular Diagnosis Success Rates and Prognosis Prediction for Patients With Rare Diseases

TKK Mamidi - 2024 - search.proquest.com
Rare diseases are medical conditions that affect a small number of people compared to the
general population. There are more than 10,000 estimated rare diseases with 80% being …

Techniques for the Diagnosis of Rare Genetic Disorders

R Veerabathiran - Rare Genetic Disorders, 2024 - Springer
Rare genetic disorders are hereditary conditions brought on by changes or mutations in a
person's DNA. A few people are affected by these illnesses, often inherited from parents with …

[PDF][PDF] Diagnostic strategies in patients with undiagnosed and rare diseases

D Casas-Alba, J Hoenicka, A Vilanova-Adell… - J Transl Genet …, 2022 - f.oaes.cc
Rare diseases are life-threatening or chronically debilitating conditions affecting millions of
people worldwide. In many instances, the patients experience a delay in their diagnosis or …

A scoping review and proposed workflow for multi-omic rare disease research

K Kerr, H McAneney, LJ Smyth, C Bailie… - Orphanet journal of rare …, 2020 - Springer
Background Patients with rare diseases face unique challenges in obtaining a diagnosis,
appropriate medical care and access to support services. Whole genome and exome …