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Ayden Jacob, MD, MSc

Associate Director, Health Economics and Outcomes Research

Ayden Jacob, MD, MSc, is a physician-engineer with expertise in AI, data science and healthcare economics. He's passionate about leveraging AI and data science to solve complex healthcare issues through the specific prism of economics and finance. At Aidoc, Dr. Jacob's work focuses on quantifying the clinical and financial impact of innovative AI solutions deployed throughout the healthcare ecosystem. Dr. Jacob's diverse expertise reflects a commitment to advancing healthcare through data-driven solutions that enhance both patient outcomes and operational effectiveness. A graduate of Yeshiva University and the University of Oxford, Dr. Jacob employs an interdisciplinary approach to innovating at the intersection of clinical medicine, engineering and informatics.
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Posts by Ayden:

Blog
April 18, 2025

How Can AI Help Radiologists Address Forms of Read Bias

An often overlooked value proposition of AI in radiology is its potential to mitigate bias in interpreting medical images....

Ayden Jacob, MD, MSc

<p>Ayden Jacob, MD, MSc, is a physician-engineer with expertise in AI, data science and healthcare economics. He’s passionate about leveraging AI and data science to solve complex healthcare issues through the specific prism of economics and finance. At Aidoc, Dr. Jacob’s work focuses on quantifying the clinical and financial impact of innovative AI solutions deployed throughout the healthcare ecosystem.</p> <p>Dr. Jacob’s diverse expertise reflects a commitment to advancing healthcare through data-driven solutions that enhance both patient outcomes and operational effectiveness. A graduate of Yeshiva University and the University of Oxford, Dr. Jacob employs an interdisciplinary approach to innovating at the intersection of clinical medicine, engineering and informatics.</p>

Blog
February 17, 2025

Are Radiology Backlogs Putting Your Health System at Risk?

Radiology plays a crucial role in modern medicine, answering essential diagnostic questions pertaining to nearly every pathology...

Ayden Jacob, MD, MSc

<p>Ayden Jacob, MD, MSc, is a physician-engineer with expertise in AI, data science and healthcare economics. He’s passionate about leveraging AI and data science to solve complex healthcare issues through the specific prism of economics and finance. At Aidoc, Dr. Jacob’s work focuses on quantifying the clinical and financial impact of innovative AI solutions deployed throughout the healthcare ecosystem.</p> <p>Dr. Jacob’s diverse expertise reflects a commitment to advancing healthcare through data-driven solutions that enhance both patient outcomes and operational effectiveness. A graduate of Yeshiva University and the University of Oxford, Dr. Jacob employs an interdisciplinary approach to innovating at the intersection of clinical medicine, engineering and informatics.</p>

Blog
June 19, 2024

The Crucial Link Between Emergency Department Flow and Overcrowding

The emergency department (ED) serves as the frontline of acute medical care, tasked with promptly assessing and treating...

Ayden Jacob, MD, MSc

<p>Ayden Jacob, MD, MSc, is a physician-engineer with expertise in AI, data science and healthcare economics. He’s passionate about leveraging AI and data science to solve complex healthcare issues through the specific prism of economics and finance. At Aidoc, Dr. Jacob’s work focuses on quantifying the clinical and financial impact of innovative AI solutions deployed throughout the healthcare ecosystem.</p> <p>Dr. Jacob’s diverse expertise reflects a commitment to advancing healthcare through data-driven solutions that enhance both patient outcomes and operational effectiveness. A graduate of Yeshiva University and the University of Oxford, Dr. Jacob employs an interdisciplinary approach to innovating at the intersection of clinical medicine, engineering and informatics.</p>

Blog
February 14, 2024

Radiology as the Cockpit of Tomorrow’s Healthcare

Medicine changes. Perhaps not rapidly, but over time, new ideas force the delivery of medicine to change, thereby meeting...

Ayden Jacob, MD, MSc

<p>Ayden Jacob, MD, MSc, is a physician-engineer with expertise in AI, data science and healthcare economics. He’s passionate about leveraging AI and data science to solve complex healthcare issues through the specific prism of economics and finance. At Aidoc, Dr. Jacob’s work focuses on quantifying the clinical and financial impact of innovative AI solutions deployed throughout the healthcare ecosystem.</p> <p>Dr. Jacob’s diverse expertise reflects a commitment to advancing healthcare through data-driven solutions that enhance both patient outcomes and operational effectiveness. A graduate of Yeshiva University and the University of Oxford, Dr. Jacob employs an interdisciplinary approach to innovating at the intersection of clinical medicine, engineering and informatics.</p>

Blog
October 16, 2023

Is Reimbursement for AI Technology Stalling Clinical Adoption?

The nature of the U.S. healthcare system dictates that technological advancements in medicine must offer both clinical benefits...

Ayden Jacob, MD, MSc

<p>Ayden Jacob, MD, MSc, is a physician-engineer with expertise in AI, data science and healthcare economics. He’s passionate about leveraging AI and data science to solve complex healthcare issues through the specific prism of economics and finance. At Aidoc, Dr. Jacob’s work focuses on quantifying the clinical and financial impact of innovative AI solutions deployed throughout the healthcare ecosystem.</p> <p>Dr. Jacob’s diverse expertise reflects a commitment to advancing healthcare through data-driven solutions that enhance both patient outcomes and operational effectiveness. A graduate of Yeshiva University and the University of Oxford, Dr. Jacob employs an interdisciplinary approach to innovating at the intersection of clinical medicine, engineering and informatics.</p>

Blog
August 7, 2023

Creating the AI Physician: Ethical Considerations & Educational Leaders

This is the fourth and final part of a four-part series, examining the ways in which we can architect “The AI Physician”...

Ayden Jacob, MD, MSc

<p>Ayden Jacob, MD, MSc, is a physician-engineer with expertise in AI, data science and healthcare economics. He’s passionate about leveraging AI and data science to solve complex healthcare issues through the specific prism of economics and finance. At Aidoc, Dr. Jacob’s work focuses on quantifying the clinical and financial impact of innovative AI solutions deployed throughout the healthcare ecosystem.</p> <p>Dr. Jacob’s diverse expertise reflects a commitment to advancing healthcare through data-driven solutions that enhance both patient outcomes and operational effectiveness. A graduate of Yeshiva University and the University of Oxford, Dr. Jacob employs an interdisciplinary approach to innovating at the intersection of clinical medicine, engineering and informatics.</p>

Medical and business professionals shaking hands
Blog
July 12, 2023

Creating the AI Physician: Administrative Support

This is the third part of a four-part series, examining the ways in which we can architect “The AI Physician” by exploring...

Ayden Jacob, MD, MSc

<p>Ayden Jacob, MD, MSc, is a physician-engineer with expertise in AI, data science and healthcare economics. He’s passionate about leveraging AI and data science to solve complex healthcare issues through the specific prism of economics and finance. At Aidoc, Dr. Jacob’s work focuses on quantifying the clinical and financial impact of innovative AI solutions deployed throughout the healthcare ecosystem.</p> <p>Dr. Jacob’s diverse expertise reflects a commitment to advancing healthcare through data-driven solutions that enhance both patient outcomes and operational effectiveness. A graduate of Yeshiva University and the University of Oxford, Dr. Jacob employs an interdisciplinary approach to innovating at the intersection of clinical medicine, engineering and informatics.</p>

AI imaging on desktop computer with a black mouse in front on the desk
Blog
June 22, 2023

Creating the AI Physician: The Innovative Radiologist

This is the second part of a four-part series, examining the ways in which we can architect “The AI Physician” and the...

Ayden Jacob, MD, MSc

<p>Ayden Jacob, MD, MSc, is a physician-engineer with expertise in AI, data science and healthcare economics. He’s passionate about leveraging AI and data science to solve complex healthcare issues through the specific prism of economics and finance. At Aidoc, Dr. Jacob’s work focuses on quantifying the clinical and financial impact of innovative AI solutions deployed throughout the healthcare ecosystem.</p> <p>Dr. Jacob’s diverse expertise reflects a commitment to advancing healthcare through data-driven solutions that enhance both patient outcomes and operational effectiveness. A graduate of Yeshiva University and the University of Oxford, Dr. Jacob employs an interdisciplinary approach to innovating at the intersection of clinical medicine, engineering and informatics.</p>

Person holding a digital hospital with medical icons all around it
Blog
June 14, 2023

Creating the AI Physician: Empowering the End User

Nearly every specialty domain in medicine will benefit from the utilization of AI technology by the end of this decade. Unlike...

Ayden Jacob, MD, MSc

<p>Ayden Jacob, MD, MSc, is a physician-engineer with expertise in AI, data science and healthcare economics. He’s passionate about leveraging AI and data science to solve complex healthcare issues through the specific prism of economics and finance. At Aidoc, Dr. Jacob’s work focuses on quantifying the clinical and financial impact of innovative AI solutions deployed throughout the healthcare ecosystem.</p> <p>Dr. Jacob’s diverse expertise reflects a commitment to advancing healthcare through data-driven solutions that enhance both patient outcomes and operational effectiveness. A graduate of Yeshiva University and the University of Oxford, Dr. Jacob employs an interdisciplinary approach to innovating at the intersection of clinical medicine, engineering and informatics.</p>

AI patient journey
Blog
March 9, 2023

The Clinical Value of AI: A Patient's Journey (Part Two)

This is the second and final portion of a two-part series on AI and the patient journey in which Ayden Jacob, Aidoc’s Director...

Ayden Jacob, MD, MSc

<p>Ayden Jacob, MD, MSc, is a physician-engineer with expertise in AI, data science and healthcare economics. He’s passionate about leveraging AI and data science to solve complex healthcare issues through the specific prism of economics and finance. At Aidoc, Dr. Jacob’s work focuses on quantifying the clinical and financial impact of innovative AI solutions deployed throughout the healthcare ecosystem.</p> <p>Dr. Jacob’s diverse expertise reflects a commitment to advancing healthcare through data-driven solutions that enhance both patient outcomes and operational effectiveness. A graduate of Yeshiva University and the University of Oxford, Dr. Jacob employs an interdisciplinary approach to innovating at the intersection of clinical medicine, engineering and informatics.</p>

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