Tumorai
Tumorai, sometimes written as tumorai, refers to the use of artificial intelligence technologies to analyze tumors in medical settings. It is an umbrella term for algorithms and systems designed to assist with tumor detection, characterization, grading, and treatment planning across various data streams, most commonly medical imaging and digital pathology, but increasingly integrating genomic and clinical data.
In radiology and medical imaging, tumorai includes models that perform tumor segmentation, detect lesions, estimate tumor
Methodologically, tumorai relies on machine learning and especially deep learning, including convolutional neural networks and transformer-based
Clinical integration of tumorai seeks to augment, not replace, human judgment. Benefits include faster image analysis,
See also Radiomics, Medical imaging AI, Digital pathology, Precision oncology.