Summary: AI Revolution in Medicine, third of a series of four articles on Artificial Intelligence from The Harvard Gazette [i]. Published November 11, 2020. By Alvin Powell, Harvard Staff Writer.
Artificial Intelligence is “the theory and development of computer systems able to perform tasks that normally require human intelligence, such as visual perception, speech recognition, decision-making, and translation between languages” [ii].
When some people think of AI, their minds immediately go to a dystopian form of the future. Other people see a utopian world where doctors from even the world’s poorest places can deliver world-class care more efficiently with little cost. AI is not perfection, but the truth seems to be closer to the latter than the former. Experts agree that AI will be a force multiplier, easing the workload while improving the outcomes. For example, most people can successfully manage four tasks at once. When a fifth task is added, everything falls apart. This is where AI can be a true human lifesaver. AI supports medical teams when the fifth or more thing is added to their workload. At this point, little details can be overlooked that a medical team may not notice. When reminded by an AI system, the medical team can pick up on the details. A study conducted in 2016 showed that AI systems alone could correctly identify 92% of cancer cells in pathology slides. Pathologists alone could correctly identify 96% of the same slides. However, the combination of AI and the pathologist correctly identified 99.5% of the slides [iii]. AI is not meant to be used alone, but as part of a team.
In the short term, the biggest roadblock to using AI successfully has been a lack of reliable, real-time data caused by delays in data collection and privacy concerns. Not all doctors or public health facilities have up-to-date technology that allows real-time data sharing. Some places are still using fax machines. The COVID-19 crises have highlighted these problems. An AI system being used in Wuhan, China detected an “unusual pneumonia” one full week before the World Health Organization. However, because of the lack of data sharing, researchers could not fully work to solve the problem more quickly. What researchers have learned from COVID-19 will be key to manage future pandemics better.
Longer-term issues with AI tend to be more social and cultural than technical. AI needs to be able to address cultural biases. AI is only as good as the people programming it. Having a more diverse programming workforce will be vital to the overall success. This is why AI needs to be tested under real-world conditions and re-evaluated regularly by the people who use the systems, no matter their job descriptions. These users need to have the final say. A medical worker in India’s rural area will know their patient better than an AI system created in Silicon Valley. The medical worker must have an override. If not, they may ignore using the AI system, missing other important information.
Considering there are issues with AI, overall, it is a win for the medical community, including patients. There are currently places in the world where it is more dangerous to go to the local medical facility than it is to be sick. With the assistance of AI, the opportunity for overall healthcare improvement is massive. It not only helps the doctors perform better, but also increases the chances for positive patient outcomes.
References:
[i] Powell, Alvin. “Risks and Benefits of an AI Revolution in Medicine.” Harvard Gazette, Harvard Gazette, 11 Nov. 2020, news.harvard.edu/gazette/story/2020/11/risks-and-benefits-of-an-ai-revolution-in-medicine/.
[ii] Lexico by Oxford, (n.d.). Artificial Intelligence, In lexico.com dictionary. Retrieved January 11, 2021, from https://www.lexico.com/definition/artificial_intelligence
[iii] Kritz, Jennifer. (2016, June 19). Artificial Intelligence Achieves Near-Human Performance in Diagnosing Breast Cancer. Beth Israel Deaconess Medical Center. https://www.bidmc.org/about-bidmc/news/artificial-intelligence-achieves-near-human-performance-in-diagnosing-breast-cancer
Susan started Savor Health after losing a close friend to a brain tumor and, through that experience, becoming aware of the significant unmet nutritional needs of people with cancer. Struck by the fact that her friend was told “nutrition doesn’t matter” and “eat whatever you want,” Susan read the evidence-based literature on the subject, interviewed oncologists, oncology nurses and oncology dietitians, as well as patients and caregivers, and found that, in fact, nutrition does matter in oncology. Armed with solid scientific evidence supporting the clinical and quality of life benefits of proper nutrition, Susan left Wall Street and created Savor Health, an AI-based provider of personalized and clinically appropriate nutrition solutions for cancer patients, their caregivers and health enterprises. Susan brings to Savor Health over 25 years of industry experience in healthcare and business as well as expertise in strategy, finance and management.
Marissa Buchan is a registered dietitian, with advanced practice certifications in Oncology Nutrition (CSO) and Clinical Research (CCRP). She received her Bachelor’s degree in Psychology from Duke University, and Master’s of Science degree in Clinical Nutrition from New York University. Marissa worked for 10 years at Memorial Sloan Kettering Cancer Center in both the clinical research and nutrition departments. In addition to counseling patients before, during, and after cancer therapy, she spearheaded nutrition-research efforts for the bone marrow transplant service. She has co-authored over 20 articles and has a particular interest in the role of nutrition on the intestinal microbiota and its impact on patient outcomes. When Marissa’s not wearing her lab coat, she’s in her apron whipping up healthy and delicious recipes that you can find on her blog, Get Off Your Tush and Cook.
Dr. DeFrance has a unique background including clinical interventional cardiologist, chief medical officer, educator, outcomes researcher and entrepreneur. He has expertise in Lifestyle medicine in which he was board certified in 2020 and is highly interested in the prevention and reversal of chronic disease. Dr. DeFrance also has expertise in appropriate utilization of technology in medicine, healthcare economics, value-based metrics, and educational design and delivery. He worked as Chief Medical Officer for HealthHelp, one of the largest specialty benefit managers in the US, and led large teams of healthcare professionals in writing evidence based appropriate care guidelines and rule sets which improve the quality and safety of medicine for over 20 million people in the US while also creating sustained savings in healthcare. He has also designed clinical decision support systems that are currently in use helping to improve patient care.
Alyson is a registered nurse and is certified in oncology nursing (OCN) through the Oncology Nursing Society (ONS). She also has her certification as an ONS Biotherapy and Chemotherapy Provider. Alyson studied nursing at Thomas Jefferson University where she obtained her Bachelor’s of Science in Nursing (BSN). Since starting her nursing career in 2004, Alyson has had a strong dedication and commitment to oncology patients. She has worked inpatient specializing in Bone Marrow and Peripheral Blood Stem Cell Transplantation. Alyson currently works in outpatient oncology at the North Shore-LIJ Monter Cancer Center. Alyson is part of the clinical team at Savor Health where she counsels patients on oncology and oncology nutrition issues and contributes to website and other Savor Health content.
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Michelle is a Registered Dietitian specializing in oncology. She works as a clinical dietitian at an ambulatory cancer center in New York City and is a consultant for Savor Health. She is passionate about educating oncology patients on the importance of nutrition during their fight against cancer and helping them to optimize their nutrition through all phases of treatment. Michelle received her Bachelor of Science degree in dietetics from the University of Wisconsin-Madison and her Master of Science degree in Clinical Nutrition from New York University.
Denise Sievering is a Registered Dietitian who is board certified in Oncology Nutrition as well as Nutrition Support. A fluent Spanish speaker, Denise joined the Savor Health team to support Spanish speaking cancer patients and to continue to expand the Platform’s nutritional strategies and recommendations in Spanish. Denise holds a Bachelor of Science degree from Rutgers University, and completed her internship at New York Presbyterian Hospital (NYP). Denise started her career as a registered dietitian at NYP-Columbia University Medical Center, primarily covering inpatient Oncology units. Denise also holds a Master of Arts degree in Mental Health Counseling from New York University, and incorporates her advanced training in motivational interviewing and empathic listening in her patient encounters, particularly those whose lives have been forever changed by a cancer diagnosis. A New Jersey native, Denise now resides in sunny San Diego, CA where she works as a part-time outpatient Oncology dietitian at Scripps Health-MD Anderson Cancer Center, and also works as an inpatient dietitian at Kaiser Permanente. In her spare time, Denise can be found at a mom-and-pop taco shop, one of the many local craft breweries, and exploring her new city of San Diego with her husband and her rescue pup, Ripley.
Karen is a Registered Dietitian, Board Certified Specialist in Oncology Nutrition and registered in New York as a Certified Dietitian Nutritionist. Fluent in Spanish, Karen joined the Savor Health team to support Spanish speaking cancer patients and to continue to expand the Platform’s nutritional strategies and recommendations in Spanish. Karen received her Bachelor of Science degree from Ithaca College and her Master of Science degree from Hunter College. She works as an outpatient oncology dietitian in New York. Karen often works with local community centers to host nutrition programs for cancer survivors and their families, leading classes on how to live healthier lifestyles throughout their continuum of care. The American Institute of Cancer Research selected to showcase one of her many programs at their conference in 2019. Karen has written for and lent commentary to various publications and truly enjoys teaching people how to eat better. She loves to cook and strongly feels that healthy food doesn’t have to taste bad.
Allie is a Registered Dietitian and a Certified Specialist in Oncology (CSO). She joins Savor in 2023, bringing years of experience from the John Theurer Cancer Center in New Jersey, where she worked with patients with a variety of cancers. Her goal is to help people feel their best, both mentally and physically, when physical health challenges arise. She believes in the power of nutrition ever since the impact it made on her athletic career as a volleyball player during college. Allie graduated with her Bachelor of Science degree from University of Maryland-Baltimore County and has her Master’s degree in Human Nutrition from the University of Wisconsin Stout. She enjoys travelling, enjoying different cuisines, cooking, and hiking and other outdoor activities with her family and dog.
Julia Penberg is a seasoned healthcare professional with more than 30 years of experience focusing on maximizing operational excellence, leading clinical program development and building strong cross-functional teams. Her previous roles include overseeing the performance of clinical managers and nurse practitioners across multiple markets within United Healthcare-Optum’s Medicare Advantage and dual-eligible special needs populations, payer outreach and program development at Mayo Clinic, ground level specialty hospital development and direct patient care as a family and dermatology nurse practitioner. Julia volunteered as an operating room nurse and nurse practitioner on several mission trips to Romania and was a support group leader for the Kansas City chapter of the International Myeloma Foundation. Her motivation throughout her career has been with wellness promotion, disease risk modification and ensuring the best patient experience across the health continuum. Ms. Penberg received an MBA from the University of Dallas; a MS in Nursing from the University of Kansas and a BS in Nursing from the University of Texas-Austin. She is board certified as a Family Nurse Practitioner.
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Allie Werner is a Registered Dietitian at Fresenius Kidney Care where she provides medical nutrition therapy diet counseling to patients on Dialysis. She received her Bachelor’s Degree in nutrition from Indiana University and completed her Master’s Degree and dietetic internship at Loyola University Chicago. In her free time she enjoys spending time with friends and family, checking out the amazing food scene in downtown Chicago, and exercising on her Peloton bike.
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Rayna McCann is a Registered Dietitian and Board Certified Specialist in Oncology Nutrition. She is a Registered Yoga Teacher and yoga4cancer certified. She received her BS in Nutrition at Penn State University and her MS from Stony Brook University. For work, Rayna wears many hats in the world of nutrition and worked for years in clinical settings focusing on oncology nutrition. She is also an Adjunct Professor and passionate about inspiring the future of dietitians. Throughout her career, she has received awards recognizing her dedication to patient safety and her contributions to improving malnutrition awareness. In 2022, Rayna was proud to accept the ‘Dietitian of the Year’ award through the Long Island Academy of Nutrition and Dietetics. Rayna has co-authored abstracts for poster presentations within the American Institute for Cancer Research conference, as well as, the Nutrition and Dietetics Food and Nutrition Conference Expo and subsequent publication. She has enjoyed authoring articles, including an article for The Cure magazine regarding Multiple Myeloma and nutrition. When Rayna is not participating in nutrition related activities, she is dedicated to dog rescue.
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Ethan Basch is an oncologist and cancer researcher at the University of North Carolina, where he is Chief of Oncology and Physician-in-Chief of the Cancer Hospital. Dr. Basch has conducted research on patient-centered cancer care models for the past two decades, developing connected health technologies and care delivery strategies to improve quality of care and the patient experience. His research group established that care teams miss more than half of patients’ symptoms during cancer care, and demonstrated that electronic tools not only can close that gap, but can improve cancer outcomes including quality of life, hospitalizations, and overall survival. He has published over 300 scientific papers on these topics, including in JAMA, New England Journal of Medicine, Lancet, Journal of Clinical Oncology, JAMA Oncology, Cancer, etc. He has served on the Board of Scientific Advisors of the National Cancer Institute, the Board of Directors of the American Society of Clinical Oncology (ASCO), the Board of the International Society of Quality of Life Research (ISOQOL), and as an editor for JAMA. He received his MD at Harvard Medical School, residency training at Massachusetts General Hospital, and oncology training at Memorial Sloan Kettering Cancer Center, where he was on faculty until moving to North Carolina in 2012. The mission of his work is to improve the experiences and quality of life of people with cancer.
David Raben, M.D. is currently V.P. and Chief Medical Officer, Bicara Therapeutics. Dr. Raben is also on faculty at the University of Colorado where he is a board-certified Professor of Radiation Oncology and has recently been named a U.S. News Top Doctor. He received a B.A. in Psychology from Duke University in 1985 and completed his M.D. at Wake Forest University/Bowman Grey School of Medicine in 1990. After graduation, he completed residency in Radiation Oncology at the Johns Hopkins Hospital from 1991-1994, serving as a chief resident in 1994. Dr. Raben has developed nationally recognized clinical expertise over the past 20 years in the management of head and neck cancer (HNC), lung cancer and prostate/bladder cancers. Clinically, Dr. Raben has a strong interest in nutritional precision for patients, with an interest in reducing processed foods and sugars in patients with locally advanced cancers, especially ones with high cell turnover. An anti-inflammatory strategy with a Mediterranean dietary approach coupled with reductions in high carbohydrate loading may reduce or slow cancer progression and improve a patient’s intrinsic microbiome to enhance immune response to various therapies including immune enabling drugs like checkpoint inhibitors that have shown dramatic success recently in advanced cancers. From a research perspective, his focus has been on laboratory discoveries and innovative clinical trials in areas such as high risk, heavy smoker HNC patients and has explored approaches that inhibit cancer DNA repair or growth factor signaling. Dr. Raben recently completed the first Phase I clinical trial in the US with and oral DNA repair inhibitor (PARP inhibitor) and radiation for heavy smokers when combined with intensity modulated radiation (IMRT). His efforts currently center around evaluation of TGFb inhibition in HNSCC as well as the use of radiation to stimulate activity of immune enabling drugs. Nationally, Dr. Raben serves on the NRG Oncology head and neck steering committee as well as co-chairing the Developmental Therapeutics Co-Chair at the NRG. He actively serves as an ASCO Ambassador for Multidisciplinary Cancer Management Courses (MCMC) to help educate underserved areas around the world in cancer care. Finally, he serves an ad hoc reviewer for high impact journals such as Journal of Clinical Oncology, Annals of Oncology, JAMA Oncology, Oral Oncology, Head and Neck, Int. Journal of Radiation Oncology Biology Physics, Clinical Cancer Research and Cancer Research. He has authored over 140 publications.
Jason Montrie is an award-winning healthcare technology executive and entrepreneur with over two decades of experience in building, growing, and scaling leading healthcare businesses. With a career that includes working at large health insurance companies like Humana, being Co-founder and CEO of the fastest growing heath insurance company in Illinois, and most recently serving as President of the premier healthcare data analytics platform and supplemental benefits company in the Medicare Advantage sector in Pareto Intelligence and Convey Health Solutions, Jason brings un unmatched set of experience and perspective to Savor which will help drive its growth.
Jonathan M. Kurie, M.D. Professor, Department of Thoracic/Head and Neck Medical Oncology, MD Anderson.
Stephanie is a Registered Dietitian and Board Certified Specialist in Oncology Nutrition (CSO). She completed her dietetic internship at NewYork-Presbyterian in 2016 and has a MS in Clinical Nutrition and BA in Biology from New York University. She has worked at NYP Weill Cornell in NYC as an oncology dietitian since 2017. Stephanie combines her passions for food and science by providing individualized nutrition counseling for patients during their medical, radiation and/or surgical cancer treatment to help them get their best nutrition and maximize their quality of life. When not working, Stephanie enjoys hiking in the Hudson Valley, cooking, and spending time with her rescue dog.
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