Real-World Deployment of a Fine-Tuned Pathology Foundation Model for Lung Cancer Biomarker Detection

Real-world deployment of a fine-tuned pathology foundation model for lung cancer biomarker detection

Artificial intelligence models using digital histopathology slides stained with hematoxylin and eosin offer promising, tissue-preserving diagnostic tools for patients with cancer. Despite their advantages, their clinical utility in real-world settings remains unproven. Assessing EGFR mutations in lung adenocarcinoma demands rapid, accurate and cost-effective tests that preserve tissue for genomic sequencing. PCR-based assays provide rapid result…

Real-time AI tumour analysis for personalised cancer care – RamaOnHealthcare

Close collaboration between the Icahn School of Medicine at Mount Sinai, the Memorial Sloan Kettering Cancer Centre and European partners proves that artificial intelligence (AI) can significantly accelerate lung cancer diagnostics. The parties conducted a joint study showing that a computational pathology baseline model can accurately predict genetic mutations from routine H&E-stained biopsy specimens, without [...]

AI Model Predicts Cancer Mutations from Routine Pathology Slides

Credit: Campanella, et al., Nature Medicine What You Should Know:  – A new study by researchers at the Icahn School of Medicine at Mount Sinai, Memorial Sloan Kettering Cancer Center, and collaborators, suggests that artificial intelligence (AI) could significantly improve how doctors determine the best treatment for cancer patients by enhancing how tumor samples are analyzed in the lab. – The compelling findings, published in the July 9 online …

Successful Use of AI to Alleviate Workforce Shortages in Radiology Could Be Lesson for Pathology and Clinical Laboratories

New AI tool doubled efficiency in busy university radiology department Creative artificial intelligence (AI) solutions are being developed to address critical staffing shortages in radiology that could help with similar shortages in overworked pathology and clinical laboratories as well. In a recent clinical study at 11-hospital Northwestern Medicine, researchers developed a new generative AI radiology […] The post Successful Use of AI to Allevi…