Professional AssociationsProfessional Associations: ACM | ACM Distinguished Speaker | ACM SIGBio | AMIA | IEEE Communications Society | IEEE Engineering in Medicin and Biology Society | IEEE, Senior Member
Couple of facts about myself:
- I have published viewpoints in top medical journals including the Annals of Surgery (Impact Factor: 9.203), the European Respiratory Journal (Impact Factor: 12.242), and the Journal of Clinical Epidemiology (Impact Factor: 4.245).
- I am the first author on several original research journal manuscripts focused on health care, and mainly thanks to Dr. Stanley Shaw I have had the opportunities to collaborate with prominent faculty from Massachusetts General Hospital, Harvard, and MIT as well as with several pharmaceutical companies.
- Collaborating with Merck & Co. & Harvard, I co-developed the first algorithm to classify insomnia patients.
- I co-created MELD-Plus in 2017—a highly accurate risk score that, if adopted by United Network for Organ Sharing, will extend the lives of many patients who are suffering from end-stage liver disease.
- I founded EMRBots in 2015, helping thousands to practice machine-learning algorithms, publish papers, and advance teaching by using simulated electronic medical records.
- I co-created a new information extraction method denoted Text Nailing (published in ACM Interactions in October 2017) with an aim to advance the field of natural language processing. Text Nailing used to help publishing several manuscripts in high-impact journals (including Scientific Reports and The American Journal of Gastroenterology, published by Nature Publishing Group).
- I created a human-size assemblage called “The Man Who Had Them All” that is permanently exhibited at the IBM building in Cambridge, Massachusetts. I describe the story of that man in an article that appears in ACM Interactions (July 2017).
- I have invented and co-invented more than 30 inventions at Microsoft, at IBM, and for start-ups. My inventions include systems and methods focused on improving health. I also have invented methods to speed Internet browsing, to enhance security, and to transfer files faster compared to using emails or instant messaging.
- I have had many letters published in Communications of the ACM, the monthly journal of the Association for Computing Machinery.
- I was appointed an IEEE Senior Member in 2018.
- I was appointed a Distinguished Speaker of the ACM in 2018 and as a result of that I was invited by Princeton and Stanford universities.
I find that working with large data sets of electronic medical records is intriguing. First, there is the potential to discover new associations between covariates and outcomes. Second, the research is applied to real patients, so I can help improve the situations of real people on a large scale. Third, research projects that involve medical data tend to be complex, and I enjoy being part of a multidisciplinary team composed of physicians, biostatisticians, computer scientists, and engineers.
My research in medical informatics has often been criticized by conservative reviewers and editors. However, the criticism has never prevented me from publishing findings and methods in high-impact journals (I wrote a viewpoint discussing this that was published in Medicine, Health Care and Philosophy in June 2018 by Springer Nature).
Since 2016, I have been a research staff member at the Center for Computational Health at IBM Research in Cambridge, Massachusetts. Previously, I was a research fellow at Harvard Medical School/Massachusetts General Hospital (2013–2016) and a software development engineer at Microsoft Health Solutions Group (2008–2012). In 2008, I earned my PhD, focused on human–robot collaboration, from Ben-Gurion University of the Negev in Beersheba, Israel.