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 …
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 …
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 …
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 …
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
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 …
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 …
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 …
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 …
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 …
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 …
appropriate medical care and access to support services. Whole genome and exome …