Drug Discovery & Clinical Trials
Drug discovery utilizing ML to discover small molecules that could give therapeutic benefits dependent on known target structures. Majority of AI use-cases and rising technologies for clinical trial seem to revolve around three essential applications: patient recruitment, clinical trial design and its optimization.
Machine learning and AI are being used in the diagnosis of cancers. Other ML applications also include in pathology and in rare disease diagnosis. Recent study has shown ML being more accurate than cardiologists in detecting heart diseases.
Radiotherapy and Radiology
AI has proven to be helpful in reducing the radiation therapy planning process to just minutes, thus saving radiologists several days and improving patient care, creating machine learning calculations to build the precision of radiotherapy arranging by separating sound tissues from malignant ones.