Real Time Coverage @BIOConvention #BIO2019: Precision Medicine Beyond Oncology June 5 Philadelphia PA
Reporter: Stephen J Williams PhD @StephenJWillia2
Precision Medicine has helped transform cancer care from one-size-fits-all chemotherapy to a new era, where patients’ tumors can be analyzed and therapy selected based on their genetic makeup. Until now, however, precision medicine’s impact has been far less in other therapeutic areas, many of which are ripe for transformation. Efforts are underway to bring the successes of precision medicine to neurology, immunology, ophthalmology, and other areas. This move raises key questions of how the lessons learned in oncology can be used to advance precision medicine in other fields, what types of data and tools will be important to personalizing treatment in these areas, and what sorts of partnerships and payer initiatives will be needed to support these approaches and their ultimate commercialization and use. The panel will also provide an in depth look at precision medicine approaches aimed at better understanding and improving patient care in highly complex disease areas like neurology.
Speaker panel: The big issue now with precision medicine is there is so much data and hard to put experimental design and controls around randomly collected data.
- The frontier is how to CURATE randomly collected data to make some sense of it
- One speaker was at a cancer meeting and the oncologist had no idea what to make of genomic reports they were given. Then there is a lack of action or worse a misdiagnosis.
- So for e.g. with Artificial Intelligence algorithms to analyze image data you can see things you can’t see with naked eye but if data quality not good the algorithms are useless – if data not curated properly data is wasted
Data needs to be organized and curated.
If relying of AI for big data analysis the big question still is: what are the rates of false negative and false positives? Have to make sure so no misdiagnosis.
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