Researchers at the Icahn School of Medicine at Mount Sinai have unveiled strategies for integrating large language models (LLMs)—a type of artificial intelligence (#AI)—into health systems, balancing cost efficiency with high performance. “Our findings offer a road map for health care systems to use advanced AI tools effectively, potentially reducing API call costs for LLMs by up to 17-fold, while ensuring reliable performance even under heavy workloads,” says co-senior author Girish N. Nadkarni, MD, MPH. “Our goal was to address the challenges of scaling LLMs in health care by identifying practical ways to cut costs without sacrificing functionality. We ‘stress tested’ these models to see how they perform with multiple tasks simultaneously and developed strategies to maintain efficiency and stability,” adds first author Eyal Klang, MD, Director of the Generative AI Research Program in the D3M at Icahn Mount Sinai. Learn more: https://bit.ly/3OptKF6
关于我们
The Department of Medicine is at the forefront of twenty-first century medicine with an uncompromising commitment to providing excellent patient care; to conducting cutting-edge research; and to the rigorous training of tomorrow’s physicians and physician-scientists in an environment that supports all members of our community. Our department is ranked in the top 15 for funding by the National Institutes of Health (NIH) and we receive nearly $147 million annually. Our highly competitive residency programs have a national reputation for excellence for producing the highest quality junior faculty and physicians. As the largest academic department in the Mount Sinai Health System, we are leading the integration of the latest discoveries in the lab and innovations in clinical care into patient-centric care models in the safest, and most compassionate way possible. With 14 different divisions across multiple campuses and more than 2,000 faculty, trainees, and staff, the Department of Medicine continues to strive for excellence and progress. Our divisions are home to highly motivated physician scientists who work every day to create new techniques and new pathways of care for our patients and who pass along our ethos of innovation to our trainees.
- 网站
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https://icahn.mssm.edu/about/departments/medicine
Mount Sinai Department of Medicine的外部链接
- 所属行业
- 医院和医疗保健
- 规模
- 1,001-5,000 人
- 总部
- New York City ,NY
- 类型
- 非营利机构
- 领域
- Cardiology、Clinical Immunology、Data-Driven and Digital Medicine、Endocrinology, Diabetes and Bone Disease、Gastroenterology、General Internal Medicine、Genomic Medicine 、Hematology and Medical Oncology、Hospital Medicine、Infectious Diseases、Liver Diseases、Nephrology、Pulmonary, Critical Care and Sleep Medicine和Rheumatology
地点
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主要
One Gustave L. Levy Place
US,NY,New York City ,10029
Mount Sinai Department of Medicine员工
动态
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On October 30, 2024, we proudly celebrated the recipients of the Cullman Family Award for Excellence in Provider Communication at Mount Sinai Health System. This award recognizes physicians and advanced practice providers who rank in the top 5% nationwide for outstanding communication, based on the 2023 Press Ganey patient experience assessments. Several of our exceptional care providers in the Department of Medicine were honored for their dedication to clear, compassionate communication with patients. We are incredibly proud of their commitment to providing the highest quality care. #HealthcareExcellence #PatientExperience #MountSinai #MedicalLeadership
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Valerie Orellana, RN, discusses the work Mount Sinai has done with STRIVE, a leader in workforce development for people facing systemic barriers to employment. https://lnkd.in/eCNQDz4S
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Joshua Safer, MD, explains the individualized approach to gender-affirming care for trans youth. “Gender-affirming care isn’t one protocol—it’s tailored to each person. Most trans individuals seeking medical interventions start with their primary care provider or a supportive clinic. For young adults, the medical community looks for thoughtful, long-term awareness of their gender identity, often explored over years, sometimes with therapists.” Learn more: https://bit.ly/4fFOWCK
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Mount Sinai Department of Medicine转发了
What an honor to be included in this group. Definitely a reflection of all the effort during the past decade, excellent coworkers, trainees and collaborators. More to come... Mount Sinai Department of Medicine Icahn School of Medicine at Mount Sinai
Highly Cited Researchers | Clarivate
clarivate.com
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Scott Lorin, MD, discusses his research regarding the utility of expanding a C. auris admission screening protocol at an acute care hospital in order to screen all patients presenting from any skilled nursing facility. https://lnkd.in/eC_43c8m
Expanded C. auris screening helps NYC hospital catch more cases
healio.com
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Mount Sinai Department of Medicine转发了
Mount Sinai Health System has been awarded nearly $7 million from the National Institutes of Health (NIH) to lead a New York coalition of the NIH’s All of Us Research Program. Approximately $1.3 million of this award was provided through the NIH Helping to End Addiction Long-term Initiative, or NIH HEAL Initiative, to increase efforts to recruit participants who use or have used substances, particularly opioids. All of Us is a historic effort to gather data from 1 million or more people in the United States, with the goal of accelerating health research and medical breakthroughs and enabling individualized prevention, treatment, and care. “This multi-institutional effort will fill a gap to significantly increase recruitment of participants in an area of the country with rich diversity,” said Principal Investigator Monica Kraft, MD. Read more: https://mshs.co/40YzcGI
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Mount Sinai Health System launches the Center of Excellence for Gynecologic Cancer, part of The Tisch Cancer Institute. Led by Stephanie Blank, MD and Dmitriy Zamarin, MD PhD, this center offers comprehensive care, from diagnosis to innovative treatments, including clinical trials for immunotherapies and targeted therapies. With a focus on individualized care and supporting women through all stages of treatment, we’re setting new benchmarks in gynecologic cancer care. Learn more: https://bit.ly/48XBdVi #GynecologicCancer #WomensHealth #CancerCare #MountSinai #InnovationInHealthcare
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Johanna Contreras, MD, discusses walking distance and speed, and what people need to know about the benefits of prioritizing each one. https://lnkd.in/gHcp9CWh
To Get The Most Benefits, Should You Walk Faster...Or Farther? Here's What Doctors Say
womenshealthmag.com
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Mount Sinai Department of Medicine转发了
On Pancreatic Cancer Awareness Day, Department of Surgery at Mount Sinai's Dr. Cohen surgery and Dr. James O. Park, MD, FACS share their expertise on the fight against this challenging disease. From the importance of early detection to advancements in surgical care, they highlight how our team is pushing boundaries to provide hope and better outcomes for patients. Together, we can raise awareness, drive progress, and make a difference. Mount Sinai Health System The Mount Sinai Hospital #PancreaticCancerAwareness #MountSinaiSurgery #WeFindaWay #AdvancingCare