AI Medical Compendium Journal:
NPJ precision oncology

Showing 1 to 4 of 4 articles

Augmented reality microscopy to bridge trust between AI and pathologists.

NPJ precision oncology
Diagnostic certainty is the cornerstone of modern medicine and critical for maximal treatment benefit. When evaluating biomarker expression by immunohistochemistry (IHC), however, pathologists are hindered by complex scoring methodologies, unique pos...

Multimodal AI model for preoperative prediction of axillary lymph node metastasis in breast cancer using whole slide images.

NPJ precision oncology
In breast cancer management, predicting axillary lymph node (ALN) metastasis using whole-slide images (WSIs) of primary tumor biopsies is a challenging and underexplored task for pathologists. We developed METACANS, an multimodal artificial intellige...

Network-based machine learning and graph theory algorithms for precision oncology.

NPJ precision oncology
Network-based analytics plays an increasingly important role in precision oncology. Growing evidence in recent studies suggests that cancer can be better understood through mutated or dysregulated pathways or networks rather than individual mutations...

Label-free isolation of prostate circulating tumor cells using Vortex microfluidic technology.

NPJ precision oncology
There has been increased interest in utilizing non-invasive "liquid biopsies" to identify biomarkers for cancer prognosis and monitoring, and to isolate genetic material that can predict response to targeted therapies. Circulating tumor cells (CTCs) ...