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      Artificial Intelligence Posts

      Machine Learning Disparities in People of Color – Analyzing The Impact In Healthcare

      June 16th, 2023
      Authors: Amina Khalpey, PhD, Kirtana Roopan, Zain Khalpey, MD, PhD, FACS Machine learning tools in healthcare are rapidly gaining popularity as a means of improving accuracy and efficiency in diagnosing and predicting diseases, including…

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      How Generative AI Can Help Reduce Medical Errors


      Authors: Amina Khalpey, PhD, Brynne Rozell, DO, Jessa Deckwa, BS, Kirtana Roopan, Zain Khalpey, MD, PhD, FACS In recent years, there has been a significant increase in the use of Artificial Intelligence (AI) in healthcare. With the advancement…

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      Medical Mayhem: How Poor Data Labeling is Sabotaging AI in Healthcare

      May 24th, 2023
      Authors: Amina Khalpey, PhD, Kirtana Roopan, Jessa Deckwa, BS, and Zain Khalpey, MD, PhD, FACS Abstract Data labeling is a critical facet of AI in healthcare. Its significance grows in parallel with our reliance on machine learning and…

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      How Ai Can Reduce Physician Burnout

      May 15th, 2023
      Authors: Amina Khalpey, PhD, Brynne Rozell, DO, Zain Khalpey, MD, PhD, FACS Physician burnout is a syndrome characterized by emotional exhaustion, depersonalization, and a reduced sense of personal accomplishment. It is a common problem among…

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      A White Paper on How Quantum Machine Learning Is Ready For Primetime in Healthcare


      Authors: Amina H Khalpey, PhD, Antoni Macko, PhD, Zain Khalpey, MD, PhD, FACS Quantum computing has long been touted as the next revolution in computing technology, offering unprecedented processing power and the ability to solve problems beyond…

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      Humanizing Artificial Intelligence Creates Better Doctors


      Authors: Amina Khalpey, PhD, Ujjawal Kumar, BA, Zain Khalpey, MD, PhD, FACS Artificial intelligence (AI) has been making significant strides in healthcare, in areas including: improving the accuracy of medical diagnoses, predicting diseases, and…

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      Problems of Bringing Machine Learning to The Bedside in Healthcare


      Authors: Amina Khalpey, PhD, Ujjawal Kumar, BA, Ezekiel Mendoza, BS, Zain Khalpey, MD, PhD, FACS With the development and advances in AI technology, its potential utility in healthcare at the bedside is apparent. However, there are multiple…

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      Machine Learning Algorithms in Predicting Silent Hypoxia

      May 10th, 2023
      Authors: Amina Khalpey, PhD, Brynne Rozell, BS, Ujjawal Kumar, BA, Ezekiel Mendoza, BS, Zain Khalpey, MD, PhD, FACS Machine learning (ML) algorithms have revolutionized the field of healthcare by enabling the analysis of vast amounts of data,…

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      How Generative AI Will Benefit Physicians and Patients


      Authors: Amina Khalpey, PhD, Brynne Rozell, BS, Zain Khalpey, MD, PhD, FACS Generative AI is a branch of Artificial Intelligence that focuses on generating new data or insights based on a given set of input data or criteria. Generative AI…

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      How Machine Learning Algorithms Can Augment Precision Delivery of TAVR Valves in Structural Heart Disease


      Authors: Zain Khalpey, MD, PhD, FACS, David Rizik, MD, Robert Burke, MD, Robert Riley, MD, Amina Khalpey, PhD, Ujjawal Kumar BA, Brynne Rozell, BS Transcatheter aortic valve replacement (TAVR) is a minimally invasive procedure for the treatment…

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