DeepGEM, an AI model, accurately detects KRAS and EGFR alterations using NSCLC histological images alone (accuracy: 0.79–0.96 for KRAS, 0.80–0.95 for EGFR).
It can even generates spatial mutation maps, offering a cost-effective alternative to genomic testing and aiding personalized treatment.
It can even generates spatial mutation maps, offering a cost-effective alternative to genomic testing and aiding personalized treatment.
Deep learning using histological images for gene mutation prediction in lung cancer: a multicentre retrospective study
We developed an AI-based method that can provide an accurate, timely, and economical
prediction of gene mutation and mutation spatial distribution. The method showed substantial
potential as an assist...
www.thelancet.com
February 11, 2025 at 6:01 AM
DeepGEM, an AI model, accurately detects KRAS and EGFR alterations using NSCLC histological images alone (accuracy: 0.79–0.96 for KRAS, 0.80–0.95 for EGFR).
It can even generates spatial mutation maps, offering a cost-effective alternative to genomic testing and aiding personalized treatment.
It can even generates spatial mutation maps, offering a cost-effective alternative to genomic testing and aiding personalized treatment.
The DeepGEM, developed across 16 centers and validated with TCGA data, achieved AUCs up to 0.97 🔥 offering a faster, cost-effective alternative to genomic testing, especially in low- and middle-income countries (LMICs).
#Onco404 #Oncology #AI #MedSky #OncSky #PrecisionMedicine #LungCancer
#Onco404 #Oncology #AI #MedSky #OncSky #PrecisionMedicine #LungCancer
April 6, 2025 at 10:09 AM
The DeepGEM, developed across 16 centers and validated with TCGA data, achieved AUCs up to 0.97 🔥 offering a faster, cost-effective alternative to genomic testing, especially in low- and middle-income countries (LMICs).
#Onco404 #Oncology #AI #MedSky #OncSky #PrecisionMedicine #LungCancer
#Onco404 #Oncology #AI #MedSky #OncSky #PrecisionMedicine #LungCancer
October 4, 2025 at 10:04 PM