Skip to content
  • About
  • Contact
  • Contribute
  • Book
  • Careers
  • Podcast
  • Recommended
  • Speaking
  • All
  • Physician
  • Practice
  • Policy
  • Finance
  • Conditions
  • .edu
  • Patient
  • Meds
  • Tech
  • Social
  • Video
    • All
    • Physician
    • Practice
    • Policy
    • Finance
    • Conditions
    • .edu
    • Patient
    • Meds
    • Tech
    • Social
    • Video
    • About
    • Contact
    • Contribute
    • Book
    • Careers
    • Podcast
    • Recommended
    • Speaking

How AI is transforming breast cancer detection: a game-changing tool for early diagnosis and personalized care

Hoag Memorial Hospital Presbyterian
Conditions
October 20, 2024
Share
Tweet
Share

If you had an assistant who helped you do your work faster, more efficiently, and more precisely, would you fear it?

With artificial intelligence (AI) at the forefront of virtually everything today, two of the most common questions I hear in my daily practice are, “Do you use AI?” and “What does AI do for you?” For some, these questions stem from a desire to access cutting-edge tools, while others express concerns about its rapid advancements.
The evolving capabilities of AI raise concerns across many fields. But as a breast cancer radiologist who has used AI since 2019, I can confidently say that AI is improving breast cancer detection and care every day.

Mammography technology has come a long way in recent decades, and with advancements like 3D imaging, mammograms remain a necessary and important tool in cancer detection. Yet, while some cancers are identifiable on mammograms despite dense tissue, others are not. As health care experts, we would be remiss in not utilizing a tool capable of closing gaps in diagnostic care. This tool is AI.

Detection. The gold standard of breast cancer prevention, mammograms are vital to a woman’s health, but like all imaging and screening processes throughout health care, nothing is foolproof. AI is a tremendous addition to mammography, helping radiologists identify breast cancer that might otherwise go undetected, especially in early stages or in people with dense breasts. For example, breast density can impact the timely detection of tumors—so much so that in September 2024, the federal government passed a law requiring U.S. mammogram providers to notify all patients of their density types. Normal fatty breast tissue tends to appear dark in a mammogram image, while normal dense fibro-glandular tissue appears white, making cancers harder to spot. Every woman has both types of tissue, but with varying proportions and patterns. AI helps serve as a “second set of eyes” and safety net for radiologists interpreting these images.

Improving image quality. AI is also becoming more helpful in creating clearer mammogram images. We are now using advanced algorithms to enhance the resolution and clarity of mammograms, as well as their interpretation. By reducing “background shadows,” for example, AI makes images easier to read. This means an increased ability to detect breast cancer at its earliest stages and added confidence in evaluating normal mammograms.

Predicting risk. Studies have shown that AI has the ability to augment and even surpass our current ability to predict a person’s long-term risk of breast cancer based on information gathered from the pixels in a mammogram image. This can help identify people who might benefit from additional screening or testing while minimizing unnecessary testing for others.

Characterizing and assessing tumors. AI can help identify tumor subtypes and assess how breast cancer responds to chemotherapy. This work complements the expertise of radiologists and oncologists and can help specialists plan targeted therapy and follow-up care.

When a radiologist reviews a mammogram, AI acts as an assistant by highlighting suspicious areas, providing clarity and direction. For images without such findings, it reinforces confidence in a normal result. AI does not replace the duties performed by a radiologist. It enhances them.

As the impact of AI in health care continues to evolve, radiology is on track to become more efficient, precise, and comprehensive. From my vantage point, the future looks bright.

January Lopez is Medical Director of Breast Imaging, Hoag Memorial Hospital Presbyterian, Newport Beach, CA.

Hoag is a nonprofit, regional health care delivery network in Orange County, California, that treats more than 30,000 inpatients and 480,000 outpatients annually. Hoag consists of two acute-care hospitals – Hoag Hospital Newport Beach, which opened in 1952, and Hoag Hospital Irvine, which opened in 2010 – in addition to nine health centers and 13 urgent care centers.

Hoag has invested $261 million in programs and services to support the underserved community within the past five years, including areas like mental health, homelessness, transportation for seniors, education, and support for single mothers. Hoag is a designated Magnet® hospital by the American Nurses Credentialing Center (ANCC). Hoag offers a comprehensive blend of health care services that includes five institutes providing specialized services in the following areas: cancer, heart and vascular, neurosciences, women’s health, and orthopedics through Hoag’s affiliate, Hoag Orthopedic Institute, which consists of an orthopedic hospital and four ambulatory surgical centers.

In the 2020 – 2021 U.S. News & World Report Best Hospitals Rankings, Hoag is the highest-ranked hospital in Orange County, and the only OC hospital ranked in the Top 10 in California.  Visit www.hoag.org for more information.

ADVERTISEMENT

Prev

The duty of health system boards to prioritize organizational culture, workforce development, and career pathways

October 20, 2024 Kevin 0
…
Next

Medical crisis or government overreach: How misguided policies are destroying lives

October 20, 2024 Kevin 1
…

Tagged as: Radiology

Post navigation

< Previous Post
The duty of health system boards to prioritize organizational culture, workforce development, and career pathways
Next Post >
Medical crisis or government overreach: How misguided policies are destroying lives

ADVERTISEMENT

More by Hoag Memorial Hospital Presbyterian

  • How personal experience shapes perimenopause and menopause care

    Hoag Memorial Hospital Presbyterian
  • Experts applaud the FDA hormone therapy decision to remove boxed warnings

    Hoag Memorial Hospital Presbyterian
  • Glioblastoma immunotherapy trial: a new breakthrough

    Hoag Memorial Hospital Presbyterian

Related Posts

  • “System-ness”: the key to successful health care transformation

    Robert Pearl, MD
  • Pandemic aftermath: Navigating a new normal in health, education, and social dynamics

    Susan Levenstein, MD
  • Why new cancer treatments cannot save us

    Yongjia Wang
  • Addressing disparities in gynecological care for women with physical disabilities

    Geffen Treiman
  • Health care wins, losses, and lessons

    Robert Pearl, MD
  • Timely treatment decisions: the promise of surrogate markers

    Layla Parast, PhD

More in Conditions

  • Post-stroke cognitive impairment: the hidden challenge of recovery

    Rida Ghani
  • The milkweed and the wind: a poem on aging as renewal

    Michele Luckenbaugh
  • Alex Pretti’s death: Why politics belongs in emergency medicine

    Marilyn McCullum, RN
  • Women in health care leadership: Navigating competition and mentorship

    Sarah White, APRN
  • Senior financial scams: a guide for primary care physicians

    John C. Hagan III, MD
  • Genetic mutations and racial disparities in leukemia survival

    Kurt Miceli, MD, MBA
  • Most Popular

  • Past Week

    • Alex Pretti: a physician’s open letter defending his legacy

      Mousson Berrouet, DO | Physician
    • The hidden costs of the physician non-clinical career transition

      Carlos N. Hernandez-Torres, MD | Physician
    • ADHD and cannabis use: Navigating the diagnostic challenge

      Farid Sabet-Sharghi, MD | Conditions
    • AI-enabled clinical data abstraction: a nurse’s perspective

      Pamela Ashenfelter, RN | Tech
    • Why private equity is betting on employer DPC over retail

      Dana Y. Lujan, MBA | Policy
    • Leading with love: a physician’s guide to clarity and compassion

      Jessie Mahoney, MD | Physician
  • Past 6 Months

    • Physician on-call compensation: the unpaid labor driving burnout

      Corinne Sundar Rao, MD | Physician
    • How environmental justice and health disparities connect to climate change

      Kaitlynn Esemaya, Alexis Thompson, Annique McLune, and Anamaria Ancheta | Policy
    • Will AI replace primary care physicians?

      P. Dileep Kumar, MD, MBA | Tech
    • A physician father on the Dobbs decision and reproductive rights

      Travis Walker, MD, MPH | Physician
    • What is the minority tax in medicine?

      Tharini Nagarkar and Maranda C. Ward, EdD, MPH | Education
    • Why the U.S. health care system is failing patients and physicians

      John C. Hagan III, MD | Policy
  • Recent Posts

    • Post-stroke cognitive impairment: the hidden challenge of recovery

      Rida Ghani | Conditions
    • The milkweed and the wind: a poem on aging as renewal

      Michele Luckenbaugh | Conditions
    • The cost of certainty in modern medicine

      Priya Dudhat | Education
    • Blaming younger doctors for setting boundaries ignores the broken system [PODCAST]

      The Podcast by KevinMD | Podcast
    • Nervous system dysregulation vs. stress: Why “just relaxing” doesn’t work

      Claudine Holt, MD | Physician
    • U.S. opioid policy history: How politics replaced science in pain care

      Richard A. Lawhern, PhD & Stephen E. Nadeau, MD | Meds

Subscribe to KevinMD and never miss a story!

Get free updates delivered free to your inbox.


Find jobs at
Careers by KevinMD.com

Search thousands of physician, PA, NP, and CRNA jobs now.

Learn more

View 2 Comments >

Founded in 2004 by Kevin Pho, MD, KevinMD.com is the web’s leading platform where physicians, advanced practitioners, nurses, medical students, and patients share their insight and tell their stories.

Social

  • Like on Facebook
  • Follow on Twitter
  • Connect on Linkedin
  • Subscribe on Youtube
  • Instagram

ADVERTISEMENT

ADVERTISEMENT

  • Most Popular

  • Past Week

    • Alex Pretti: a physician’s open letter defending his legacy

      Mousson Berrouet, DO | Physician
    • The hidden costs of the physician non-clinical career transition

      Carlos N. Hernandez-Torres, MD | Physician
    • ADHD and cannabis use: Navigating the diagnostic challenge

      Farid Sabet-Sharghi, MD | Conditions
    • AI-enabled clinical data abstraction: a nurse’s perspective

      Pamela Ashenfelter, RN | Tech
    • Why private equity is betting on employer DPC over retail

      Dana Y. Lujan, MBA | Policy
    • Leading with love: a physician’s guide to clarity and compassion

      Jessie Mahoney, MD | Physician
  • Past 6 Months

    • Physician on-call compensation: the unpaid labor driving burnout

      Corinne Sundar Rao, MD | Physician
    • How environmental justice and health disparities connect to climate change

      Kaitlynn Esemaya, Alexis Thompson, Annique McLune, and Anamaria Ancheta | Policy
    • Will AI replace primary care physicians?

      P. Dileep Kumar, MD, MBA | Tech
    • A physician father on the Dobbs decision and reproductive rights

      Travis Walker, MD, MPH | Physician
    • What is the minority tax in medicine?

      Tharini Nagarkar and Maranda C. Ward, EdD, MPH | Education
    • Why the U.S. health care system is failing patients and physicians

      John C. Hagan III, MD | Policy
  • Recent Posts

    • Post-stroke cognitive impairment: the hidden challenge of recovery

      Rida Ghani | Conditions
    • The milkweed and the wind: a poem on aging as renewal

      Michele Luckenbaugh | Conditions
    • The cost of certainty in modern medicine

      Priya Dudhat | Education
    • Blaming younger doctors for setting boundaries ignores the broken system [PODCAST]

      The Podcast by KevinMD | Podcast
    • Nervous system dysregulation vs. stress: Why “just relaxing” doesn’t work

      Claudine Holt, MD | Physician
    • U.S. opioid policy history: How politics replaced science in pain care

      Richard A. Lawhern, PhD & Stephen E. Nadeau, MD | Meds

MedPage Today Professional

An Everyday Health Property Medpage Today
  • Terms of Use | Disclaimer
  • Privacy Policy
  • DMCA Policy
All Content © KevinMD, LLC
Site by Outthink Group

How AI is transforming breast cancer detection: a game-changing tool for early diagnosis and personalized care
2 comments

Comments are moderated before they are published. Please read the comment policy.

Loading Comments...