Bridging biological cfDNA features and machine learning approaches
T Moser, S Kühberger, I Lazzeri, G Vlachos, E Heitzer - Trends in Genetics, 2023 - cell.com
Liquid biopsies (LBs), particularly using circulating tumor DNA (ctDNA), are expected to
revolutionize precision oncology and blood-based cancer screening. Recent technological …
revolutionize precision oncology and blood-based cancer screening. Recent technological …
Non-invasive biomarkers for early detection of breast cancer
Simple Summary Early diagnosis of breast cancer greatly increases the chance of cure and
survival from the disease. The mammogram is widely used for early detection of breast …
survival from the disease. The mammogram is widely used for early detection of breast …
Artificial intelligence in surveillance, diagnosis, drug discovery and vaccine development against COVID-19
As of August 6th, 2021, the World Health Organization has notified 200.8 million laboratory-
confirmed infections and 4.26 million deaths from COVID-19, making it the worst pandemic …
confirmed infections and 4.26 million deaths from COVID-19, making it the worst pandemic …
Machine learning protocols in early cancer detection based on liquid biopsy: a survey
With the advances of liquid biopsy technology, there is increasing evidence that body fluid
such as blood, urine, and saliva could harbor the potential biomarkers associated with tumor …
such as blood, urine, and saliva could harbor the potential biomarkers associated with tumor …
Magnetic particles for advanced molecular diagnosis
Molecular diagnosis is the field that aims to develop nucleic-acid-based analytical methods
for biological markers and gene expression assessments by combining laboratory medicine …
for biological markers and gene expression assessments by combining laboratory medicine …
[HTML][HTML] Liquid Biopsy in Pancreatic Ductal Adenocarcinoma: A Review of Methods and Applications
G Dubrovsky, A Ross, P Jalali, M Lotze - International Journal of …, 2024 - mdpi.com
Pancreatic ductal adenocarcinoma (PDAC) remains a malignancy with one of the highest
mortality rates. One limitation in the diagnosis and treatment of PDAC is the lack of an early …
mortality rates. One limitation in the diagnosis and treatment of PDAC is the lack of an early …
Anthem: a user customised tool for fast and accurate prediction of binding between peptides and HLA class I molecules
Neopeptide-based immunotherapy has been recognised as a promising approach for the
treatment of cancers. For neopeptides to be recognised by CD8+ T cells and induce an …
treatment of cancers. For neopeptides to be recognised by CD8+ T cells and induce an …
DEcancer: Machine learning framework tailored to liquid biopsy based cancer detection and biomarker signature selection
A Halner, L Hankey, Z Liang, F Pozzetti, DA Szulc, E Mi… - Iscience, 2023 - cell.com
Cancer is a leading cause of mortality worldwide. Over 50% of cancers are diagnosed late,
rendering many treatments ineffective. Existing liquid biopsy studies demonstrate a …
rendering many treatments ineffective. Existing liquid biopsy studies demonstrate a …
Mortality prediction of various cancer patients via relevant feature analysis and machine learning
C Bozkurt, T Aşuroğlu - SN Computer Science, 2023 - Springer
Breast, lung, prostate, and stomach cancers are the most frequent cancer types globally.
Early-stage detection and diagnosis of these cancers pose a challenge in the literature …
Early-stage detection and diagnosis of these cancers pose a challenge in the literature …
Noninvasive early diagnosis of intestinal diseases based on artificial intelligence in genomics and microbiome
The maturing development in artificial intelligence (AI) and genomics has propelled the
advances in intestinal diseases including intestinal cancer, inflammatory bowel disease …
advances in intestinal diseases including intestinal cancer, inflammatory bowel disease …