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Ibm watson research papers
records. . They say that clinicians are realizing concrete benefits saving doctors valuable time searching for studies, better educating patients, and undercutting hierarchies in the clinic that might interfere with evidence-based treatment. Kris, the lead trainer at Memorial Sloan Kettering, said the system has the potential to improve care and ensure more patients get expert treatment. As I describe it, youre probably getting a sense its really hard and nuanced. In an unpublished study from Denmark, the rate of agreement was about 33 percent so the hospital decided not to buy the system. Teaching a machine to read a record is a lot harder than anyone thought, she said.
Ibm watson research papers
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So I believe that bringing the best information to bear on medical decision making is a no-brainer. IBM Watson provides cloud-based predictive analytics for business insight, and with the cognitive computing services embedded in Watson's analytics engine, users can ask natural language questions and visualise their data patterns. The amount depends on the number of products a hospital buys, and ranges between 200 and 1,000 per patient, according to DiSanzo. Andrew Seidman, one of the hospitals lead trainers of Watson. But in cancer treatment, the pursuit of that utopian ideal has faltered. In a poster presented at the Global Breast Cancer Conference 2017 in South Korea, researchers reported that the treatment Watson most often recommended for breast cancer patients simply wasnt covered by the national insurance system. Should Watson recommend a radical surgery to remove the bladder? Those discrepancies are especially wide for second- and third-line treatments given after an initial therapy fails, where evidence of benefits is slimmer and consensus more elusive. Previously, doctors verbally explained different treatment options to patients. In Denmark, oncologists at one hospital said they have dropped the project altogether after finding that local doctors agreed with Watson in only about 33 percent of cases. Several minutes into the discussion, the question arose of which treatment to recommend for patients whose cancers persisted through six rounds of chemotherapy.
IBM Research defines the future of technology. Research, week AI, research, week, hosted by the MIT-, iBM Watson.
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