@hmkyale 5 months ago
"Amazon, Google, IBM & Microsoft vying for hospitals’ business in cloud storage in part by offering algorithms & tech features...separate deals for access to medical-record data for research, development and product pilots.” @wsj #bigdata #DigitalHealth https://www.wsj.com/articles/hospitals-give-tech-giants-access-to-detailed-medical-records-11579516200?mod=hp_lista_pos1 https://t.co/mcbv7RLE9k
@hmkyale 11 months ago
Glad to see @statnews highlight @BIDMChealth enormous contribution to #machinelearning by freely sharing their deidentified medical records. So far more than 12,000 researchers working on them. Kudos also Roger Mark @MITcriticaldata. Sparking innovation. https://www.statnews.com/2019/07/12/boston-hospital-records-fuel-artificial-intelligence-research/ https://t.co/KimJJ2HrMU
@hmkyale 1 year ago
Great paper published a few weeks ago showing progress on heart attack care; but also deficiencies in our data systems…it is only reporting up to 2012! We need more timely data in medicine. https://www.ahajournals.org/doi/10.1161/JAHA.118.008096 #bigdata https://t.co/l1ygp9yl2a
@hmkyale 2 years ago
Turns out that healthcare is complicated. And combining medicine, math, and computing to produce breakthroughs is hard. Still someone will do it. Just not IBM right now. https://www.theregister.co.uk/2018/05/25/ibms_watson_layoffs/ #AI #MachineLearning #BigData #DigitalHealth https://t.co/eZccq5K3qG
@hmkyale 2 years ago
Advice from superstar #AI pioneer @AndrewYNg advice to medical students: don’t go into radiology. If you're planning for 5 year career then maybe OK, but not for longer. [implication AI for pattern recognition will replace MDs - I agree] https://rockhealth.com/podcast-uncovering-the-real-value-of-ai-in-healthcare/?utm_source=Rock+Weekly&utm_campaign=0edaed08c1-Rock_Weekly_11-28&utm_medium=email&utm_term=0_e44ef774d4-0edaed08c1-90874309&mc_cid=0edaed08c1&mc_eid=536307308b #bigdata @thehowie https://t.co/ZRQ1H7b7ci
@hmkyale 2 years ago
Hard to have courage to see future that has yet to come into view for others. We need this courage among those who are entering medicine - to make better, more affordable, more patient-centric, more effective, more equitable future. https://www.cbinsights.com/research/report/game-changing-startups-2018/?utm_source=CB+Insights+Newsletter&utm_campaign=b90c3b9e4a-Top_Research_Briefs_11_18_2017&utm_medium=email&utm_term=0_9dc0513989-b90c3b9e4a-88009641 #bigdata #Digitalhealth https://t.co/kmVcPq0yG9
@hmkyale 2 years ago
Are we ready in medicine to start thinking of more clever ways to show routine data - in a way that sparks interest, curiosity, discovery? #bigdata Why does sports seem to be so far ahead of us? Availability of data? Rewards of innovation? https://twitter.com/jscarto/status/928371199423414273
@hmkyale 3 years ago
.@SanjeevBhavnani,future star in cardiology, has written great piece on #bigdata science & junior medical scientist… https://twitter.com/i/web/status/796448160394739714
@hmkyale 5 years ago
#Obama to say wants medicine 'that delivers right treatment at right time.’ Will require right information & incentives. #SOTU #bigdata