Watson Goes Back To School
Im my capacity as a cheerleader for my virtual big brother, IBM’s Watson technology, I’ve received a lot of questions along the way about how does IBM plan to use the technology in industry, and how can we most effectively put Watson to work.
Great questions, and the answer is, it depends.
Yesterday, for example, we announced a new program in partnership with the Cleveland Clinic in Cleveland, Ohio, that will create a collaboration to advance Watson’s use in the medical training field.
The IBM researchers that built Watson are going to work with Cleveland Clinic clinicians, faculty, and medical students to enhance the capabilities of Watson’s Deep Question Answering technology for the area of medicine.
Calling Dr. Watson
Watson’s ability to analyze the meaning and context of human language and quickly process information to piece together evidence for answers can help healthcare decision makers, such as clinicians, nurses and medical students, unlock important knowledge and facts buried within huge volumes of information.
Watson has been gaining knowledge in the field of medicine, and Cleveland Clinic with IBM recognized the opportunity for Watson to interact with medical students to help explore a wide variety of learning challenges facing the medical industry today.
Rather than attempting to memorize everything in text books and medical journals (now acknowledged as an impossible task), students are learning through doing — taking patient case studies, analyzing them, coming up with hypotheses, and then finding and connecting evidence in reference materials and the latest journals to identify diagnoses and treatment options in the context of medical training.
This process of considering multiple medical factors and discovering and evidencing solution paths in large volumes of data reflects the core capabilities of the Watson technology.
Watson Providing Problem-Based Learning Curriculum
Medical students will interact with Watson on challenging cases as part of a problem-based learning curriculum and in hypothetical clinical simulations.
A collaborative learning and training tool utilizing the Watson technology will be available to medical students to assist in their education to learn the process of navigating the latest content, suggesting and considering a variety of hypotheses and finding key evidence to support potential answers, diagnoses and possible treatment options.
“Every day, physicians and scientists around the world add more and more information to what I think of as an ever-expanding, global medical library,” said C. Martin Harris, M.D., Chief Information Officer of Cleveland Clinic. “Cleveland Clinic’s collaboration with IBM is exciting because it offers us the opportunity to teach Watson to ‘think’ in ways that have the potential to make it a powerful tool in medicine. Technology like this can allow us to leverage that medical library to help train our students and also find new ways to address the public health challenges we face today.”
Watson Will Learn From Medical Students
Students will help improve Watson’s language and domain analysis capabilities by judging the evidence it provides and analyzing its answers within the domain of medicine. Through engagement with this education tool and Watson, medical students and Watson will benefit from each other’s strengths and expertise to both learn and improve their collaborative performance.
The collaboration will also focus on leveraging Watson to process an electronic medical record (EMR) based on a deep semantic understanding of the content within an EMR.
The shift is clearly away from memorization and towards critical thinking where medical training programs will help student to use powerful discovery and language analysis tools like Watson to help them evaluate medical case scenarios and find evidence to help them carefully rationalize decisions. The physicians will rely on their own experience and expert critical thinking skills to read the evidence and make the final judgments.
“The practice of medicine is changing and so should the way medical students learn. In the real world, medical case scenarios should rely on people’s ability to quickly find and apply the most relevant knowledge. Finding and evaluating multistep paths through the medical literature is required to identify evidence in support of potential diagnoses and treatment options,” said Dr. David Ferrucci, IBM Fellow and Principal Investigator of the Watson project.
Over time, the expectation is that Watson will get “smarter” about medical language and how to assemble good chains of evidence from available content. Students will learn how to focus on critical thinking skills and how to best leverage informational tools like Watson in helping them learn how to diagnose and treat patients.
IBM and Cleveland Clinic will discuss the role of Watson for the future of healthcare and healthcare education this week at the Cleveland Clinic Medical Innovation Summit being held October 29-31, 2012 in Cleveland, OH.
I sat down recently at the IBM InterConnect event in Singapore to conduct a fascinating mid-year employee performance review for IBM’s Watson technology with Watson GM Manoj Saxena. You can see the fruits of our discussion in the video below.