Minority Representation Lacking in Artificial Intelligence Programs in Dermatology

Artificial Intelligence (AI) Tools for Dermatology Face Challenges in Skin of Color

A recent study published in the International Journal of Dermatology highlights the challenges faced by artificial intelligence (AI) tools in dermatology, particularly in their application to skin of color (SOC). Researchers from the Rowan-Virtua School of Osteopathic Medicine in New Jersey found that one of the main obstacles is the underrepresentation of SOC in datasets.

Analyzing literature from the past decade, the study identified issues with the quality and standardization of images, which hinder the efficacy of current AI programs in identifying skin lesions in SOC. Only 30 percent of the programs reviewed in the study specifically addressed their use in dermatology for SOC patients.

The authors note that while many AI programs show promise in supporting clinical decision-making, significant development is needed to ensure their reliability as diagnostic aids for SOC patients. Improvements in the representation of darker skin tones in datasets are crucial for the accurate detection and treatment of skin conditions in individuals with SOC.

As the field of AI in dermatology continues to evolve, addressing these challenges will be essential for advancing the use of technology in providing effective and equitable care for all patients. Further research and development are needed to enhance the capabilities of AI tools for dermatological applications, especially in addressing the unique needs of SOC individuals.

spot_img

More from this stream

Recomended

“Lessons from the 1930s: What High Tariffs and ‘America First’ Policies Teached Us About Economic Consequences”

Experts warn that President Trump's proposed tariffs on foreign goods could mirror the impact of 90-year-old policies that negatively affected the US economy. Stay informed with insights from The Converser.

Pioneering Drone Technology for Energy and Utilities

PRWire

Contact: 860.361.7958; Info@AquilineDrones.com Aquiline Drones (AD) partners with Drone Volt (ALDRV) to advance LineDrone technology for power-line inspection services in...

PRWire Press release Distribution Service.

Ecuador’s Crime-Fighting Strategy Gains Popularity, Yet Faces Significant Hurdles Ahead!

Discover the implications of President Daniel Noboa's decision to classify prisons as "security zones" under police and military control. Learn about his commitment to maintaining this policy if re-elected and the challenges it poses. Source: The Converser.

“Kim Jong-un’s Bold Move: Unleashing a Second Wave of Soldiers to Ukraine – Discover the Reasons Behind This Surprise! “

Discover the implications of North Korea's agreement with Putin to send thousands of troops to Ukraine, as significant losses impact both nations. Get insights from The Converser.

“The Rise of a New Imperial Era: How Global Leaders Are Redefining Power Dynamics”

Discover how modern world leaders are rekindling the quest for imperial power and glory, signaling a potential return to the age of empires. Insights from The Converser.

“Shaking Santorini: The Mysteries of an Ongoing Earthquake Swarm!”

Discover why several thousand earthquakes have been recorded near the Greek island since late January. Uncover the geological insights and implications behind this seismic activity, brought to you by The Converser.