Learning Medicine 1994

[Research in Experimental Medicine (1994): (194), 203-215]

This study was undertaken to investigate the protective effect of Liv.52, a herbal formulation, on various serum and liver marker enzymes, lipid peroxidation and histological changes in the liver of male albino rats suffering long-term carbon tetrachloride (CCl4) poisoning. It was observed that the activities of serum marker enzymes, hepatic enzymes and NADPH-dependent lipid peroxidation were s...

Machine Learning in Medicine.

Spurred by advances in processing power, memory, storage, and an unprecedented wealth of data, computers are being asked to tackle increasingly complex learning tasks, often with astonishing success. Computers have now mastered a popular variant of poker, learned the laws of physics from experimental data, and become experts in video games - tasks that would have been deemed impossible not too ...

Cost-Sensitive Learning in Medicine

This chapter introduces cost-sensitive learning and its importance in medicine. Health managers and clinicians often need models that try to minimize several types of costs associated with healthcare, including attribute costs (e.g. the cost of a specific diagnostic test) and misclassification costs (e.g. the cost of a false negative test). In fact, as in other professional areas, both diagnost...

Learning, Hygiene, and Traditional Medicine

Information provision, which is a common behavior-change strategy, is only effective if the information is credible. Infectious disease prevention messages that rely on the germ theory may fail to persuade people who are unfamiliar with microbes. A novel program in rural Pakistan augments conventional hygiene instruction by demonstrating with microscopes that microbes exist. Through a randomize...

Learning about medicine and race.