AI Medical Compendium Journal:
Cancer discovery

Showing 11 to 17 of 17 articles

Artificial Intelligence in Oncology: Current Landscape, Challenges, and Future Directions.

Cancer discovery
UNLABELLED: Artificial intelligence (AI) in oncology is advancing beyond algorithm development to integration into clinical practice. This review describes the current state of the field, with a specific focus on clinical integration. AI applications...

The 3D Revolution in Cancer Discovery.

Cancer discovery
The transition from 2D to 3D spatial profiling marks a revolutionary era in cancer research, offering unprecedented potential to enhance cancer diagnosis and treatment. This commentary outlines the experimental and computational advancements and chal...

Accelerating Drug Development Using Spatial Multi-omics.

Cancer discovery
Spatial biology approaches enabled by innovations in imaging biomarker platforms and artificial intelligence-enabled data integration and analysis provide an assessment of patient and disease heterogeneity at ever-increasing resolution. The utility o...

AI Helps Untangle Cancer Mysteries.

Cancer discovery
Patients with cancer of unknown primary (CUP) face obstacles in accessing treatment because many treatments are indicated only for a specific cancer type. Using retrospective data, researchers proved that OncoNPC, a machine-learning tool, can accurat...

Artificial Intelligence and Machine Learning Technologies in Cancer Care: Addressing Disparities, Bias, and Data Diversity.

Cancer discovery
Artificial intelligence (AI) and machine learning (ML) technologies have not only tremendous potential to augment clinical decision-making and enhance quality care and precision medicine efforts, but also the potential to worsen existing health dispa...

Novel Machine Learning Model Uncovers Key Prostate Cancer Pathways.

Cancer discovery
A biologically informed sparse neural network, P-NET, revealed previously unknown potential drivers.

Artificial Intelligence in Cancer Research and Precision Medicine.

Cancer discovery
Artificial intelligence (AI) is rapidly reshaping cancer research and personalized clinical care. Availability of high-dimensionality datasets coupled with advances in high-performance computing, as well as innovative deep learning architectures, has...