By Daniel Casciato
The integration of artificial intelligence (AI) in healthcare has revolutionized patient care delivery, offering new opportunities for improved detection of diseases.
At the Christine E. Lynn Women’s Health & Wellness Institute, part of Baptist Health, in Boca Raton, FL, AI has been successfully implemented to enhance breast cancer prevention efforts. Dr. Kathy Schilling, the Medical Director of the Institute, shares her insights on how AI has transformed patient care and provides specific examples of its impact on breast cancer detection and diagnosis.
Improving Cancer Detection with AI
Officials at Boca Raton Regional Hospital conducted a study comparing the screening results of approximately 50,000 women before the implementation of AI with those of around 48,000 women after the adoption of AI technology.
The findings revealed that all fellowship trained dedicated breast radiologists demonstrated an improvement in their ability to detect cancer when utilizing AI. Specifically, there was a significant increase of 23% in the cancer detection rate. In other words, if the radiologists were able to identify 100 cases of cancer before AI, they were now detecting 123 cases using the technology, according to Dr. Schilling.
The implementation of AI has significantly improved the detection of breast cancers, she notes. “After using AI, we looked at 48,000 patients and found 398 cancers,” she explains. “So there was a 23% increase in cancer detection rate when we utilized artificial intelligence.”
This increase in detection has been achieved without a rise in false positives or unnecessary recalls, ensuring more accurate and efficient diagnoses.
This remarkable improvement underscores the valuable contribution of AI in identifying cancers that might have otherwise gone unnoticed by human observers. Furthermore, the technology offers the capability to assess the patient’s individual risk of developing cancer within one to two years.
Dr. Schilling emphasized the significance of these findings by highlighting the opportunity to personalize screenings based on a patient’s risk level. Individuals deemed to be at higher risk can receive more frequent screenings, ensuring proactive monitoring and early detection, while those with lower risk can benefit from less aggressive, less frequent more traditional screening, as explained by Dr. Schilling.
She further elaborates on the capabilities of AI in identifying subtle areas of suspicion that may indicate a malignancy. She states, “Computers, as you know, can be taught to look for patterns. A computer can also help assist us in interpreting mammograms and identify subtle areas of suspicion that may represent a malignancy.”
By leveraging AI’s pattern recognition abilities, radiologists at the Institute have experienced enhanced accuracy and efficiency in their screenings, leading to improved patient outcomes.
Enhancing Breast Cancer Detection
Dr. Schilling emphasizes that AI has played a pivotal role in identifying breast cancers at earlier stages. “My impression is that we are finding cancers smaller in size, so probably years before they would have been identified without the use of artificial intelligence.”
The ability of AI to analyze patterns, adjacencies, and textures within mammograms has enabled the detection of challenging types of cancer that may have been missed in the past.
She adds, “We’re finding the types of cancers which are more difficult … we’re finding more of them with the use of artificial intelligence.”
This breakthrough in early detection allows for more effective treatment interventions and improved prognosis for patients.
Ethical and Responsible Use of AI
While discussing the responsible use of AI, Dr. Schilling notes that the Christine E. Lynn Women’s Health and Wellness Institute adheres to strict guidelines and regulations.
“There were reader studies that were required by the Food and Drug Administration to approve this AI for use,” she says. “They also showed an increase in cancer detection with an improvement in recall rate.”
The Institute’s commitment to ethical practices ensures that AI is utilized effectively and safely to benefit patients. By conducting rigorous studies and complying with regulatory requirements, the Institute ensures the reliable and responsible integration of AI into their healthcare practices.
Preserving the Human Touch in Patient Care
Dr. Schilling emphasizes the essential role of radiologists in providing personalized patient care.
“A computer doesn’t know all the information the radiologist has available. We still need that human touch to accurately interpret our exams,” she says.
The contextual knowledge, patient history, and comprehensive understanding possessed by radiologists complement the analytical capabilities of AI, resulting in a holistic approach to patient care. The integration of AI augments radiologists’ abilities, providing them with valuable insights and assisting in decision-making. The human touch, combined with AI’s analytical power, ensures that patients receive personalized and effective care.
Future Integration of AI at the Lynn Women’s Institute
Looking ahead, Dr. Schilling highlights the Institute’s ongoing efforts to integrate AI technologies further.”We already use AI to help us determine the density of a patient’s breast,” she says. “We use it for image quality and we’re hoping to get an AI product for our breast ultrasound.”
The Institute aims to expand AI applications, such as quantifying breast artery calcifications on mammograms to identify potential cardiovascular risks. By exploring new AI tools and technologies, the Institute seeks to continuously improve patient care, enhance preventive measures, and advance healthcare outcomes.
Conclusion
Dr. Kathy Schilling’s insights emphasize the significant impact of AI on patient care at the Christine E. Lynn Women’s Health and Wellness Institute. By successfully integrating AI into breast cancer detection efforts, the Institute has witnessed a 23% increase in cancer detection rates without compromising accuracy.
Driven by a commitment to ethical and responsible use, the Institute continues to leverage AI’s capabilities while recognizing the irreplaceable value of the human touch in personalized patient care.
The future holds promising possibilities for further AI integration in healthcare, empowering medical professionals to provide enhanced preventive measures and improved outcomes for patients. Through the synergy of AI and human expertise, the Lynn Women’s Institute is at the forefront of revolutionizing breast cancer detection and diagnosis, ultimately leading to better health and well-being for women.
For more information, please visit https://www.brrh.com/Locations/Christine-E-Lynn-Women-s-Health-Wellness-Institu.aspx.
