- Development of Genome|Derived Tumor Type Prediction to Inform ...🔍
- Paper|a|Day🔍
- Deep|Learning Model for Tumor|Type Prediction Using Targeted ...🔍
- A Deep Learning Model for Cancer Type Prediction Sets a New ...🔍
- Deep Learning Model for Tumor Type Prediction using Targeted ...🔍
- Primary tumor type prediction based on US nationwide genomic ...🔍
- Predicting cancer type from tumour DNA signatures🔍
- Analysis of 10478 cancer genomes identifies candidate driver genes ...🔍
Development of Genome|Derived Tumor Type Prediction to Inform ...
Development of Genome-Derived Tumor Type Prediction to Inform ...
A machine learning approach was developed to predict tumor type from targeted panel DNA sequence data obtained at the point of care.
Development of Genome-Derived Tumor Type Prediction to Inform ...
A machine learning approach was developed to predict tumor type from targeted panel DNA sequence data obtained at the point of care.
Development of Genome-Derived Tumor Type Prediction to Inform ...
The results suggest that the application of artificial intelligence to predict tissue of origin in oncologic practice can act as a useful complement to ...
Development of Genome-Derived Tumor Type Prediction to Inform ...
Informative molecular features and feature categories varied widely by tumor type. Genomic analysis of plasma cell-free DNA yielded accurate predictions in 45 ...
Development of Genome-Derived Tumor Type Prediction to Inform ...
Development of Genome-Derived Tumor Type Prediction to Inform Clinical Cancer Care. 86. JAMA Oncology January 2020 Volume 6, Number 1 ...
Paper-a-Day: Development of Genome-Derived Tumor Type ...
Today, I'll review a paper published in JAMA Oncology called Development of Genome-Derived Tumor Type Prediction to Inform Clinical Cancer Care.
Deep-Learning Model for Tumor-Type Prediction Using Targeted ...
Clinical genomic sequencing is often performed using cancer gene sequencing panels, which target specific mutations in genes known to be recurrently altered in ...
Development of Genome-Derived Tumor Type Prediction to Inform ...
A machine learning approach was developed to predict tumor type from targeted panel DNA sequence data obtained at the point of care, ...
A Deep Learning Model for Cancer Type Prediction Sets a New ...
In this issue of Cancer Discovery, Darmofal and colleagues describe a new tool that uses information from a clinical sequencing panel to ...
Deep Learning Model for Tumor Type Prediction using Targeted ...
We use genomic features from a dataset of 39,787 solid tumors sequenced using a clinical targeted cancer gene panel to develop Genome-Derived- ...
Primary tumor type prediction based on US nationwide genomic ...
A machine learning model XC-GeM was developed to predict primary cancer type. •. Using a nationwide real-world Clinico-Genomic Database, it had promising ...
Predicting cancer type from tumour DNA signatures
Using sequenced tumour DNA downloaded via the cBioPortal for Cancer Genomics, we collected the presence or absence of calls for gene alterations ...
Analysis of 10478 cancer genomes identifies candidate driver genes ...
4a). As expected, TP53 was identified as a driver gene in the most tumor types, followed by PIK3CA, ARID1A and PTEN, acting as cancer driver ...
Complete genomic characterization in patients with cancer of ...
Genome-based tumor type prediction can predict cancer diagnoses with high accuracy when integrated in the routine diagnostic work-up of patients with metastatic ...
(PDF) Deep-Learning Model for Tumor-Type Prediction Using ...
We use genomic features from a data set of 39,787 solid tumors sequenced using a clinically targeted cancer gene panel to develop Genome-Derived ...
An evolution-based machine learning to identify cancer type-specific ...
Here, we devise a novel feature based on sequence co-evolution analysis to identify cancer type-specific driver mutations and construct a ...
Cancer Genome Sequencing - NCI
These discoveries have led to improved care for patients with many different types of cancer.
Mining mutation contexts across the cancer genome to map tumor ...
These large information resources offer the potential to develop statistical tools for predicting the primary site of origin of cancers using ...
Molecular profiling for precision cancer therapies | Genome Medicine
... cancer types. Molecular pathology has therefore become fundamental not only to inform on tumor diagnosis and prognosis but also to drive ...
A Deep Learning Model for Cancer Type Prediction Sets a New ...
Penson, Development of genome-derived tumor type prediction to inform clinical cancer care, JAMA Oncol, № 6, с. · Salvadores, Passenger mutations accurately ...