Imaging Informatics

Could AI scoring help with managing DCIS?

By Amerigo Allegretto

An AI model showed associations with recurrence after DCIS surgery and performed comparably to established clinical risk models.

February 11, 2026

Images of a 39-year-old who underwent screening mammography. Right craniocaudal (left) and mediolateral oblique (middle) views from preoperative mammography show suspicious grouped fine pleomorphic calcifications (arrows). After biopsy showed ductal carcinoma of situ (DCIS), patient underwent breast-conserving surgery, yielding final diagnosis of ductal carcinoma in situ (intermediate grade, hormone receptor positive). (Right) Screenshot of an output of a commercial AI tool applied to preoperative mammography. AI detected right breast lesion with score of 95% on both views (concentric colored circles). Present study’s reviewing radiologist deemed AI marking to correspond with site of DCIS.

Task-specific LLMs more accurate than general ones for identifying ILNs

By Kate Madden Yee

AI-based tools that "automatically identify and flag actionable findings can optimize patient tracking," researchers noted.

February 5, 2026

MIT team reports success from wearable breast ultrasound device

By Amerigo Allegretto

Researchers have developed a wearable breast ultrasound device that successfully imaged breast cysts in a patient.

February 4, 2026

A new imaging system developed by MIT researchers consists of a small ultrasound probe (left) attached to an acquisition and processing module that is a little larger than a smartphone.

Structured reporting, AI improve chest x-ray workflows

Structured reporting and AI tools have the potential to transform workflows.

February 3, 2026

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Poll addresses ergonomics, workstation configurations for radiologists

Diagnostic imaging workstation configuration data may signal opportunities for improvement and standardization.

February 2, 2026

Ergonomics And Auntminnie

AI improves radiologists' performance for identifying lung cancer on CT

By Kate Madden Yee

The findings "support integrating AI into chest CT workflows to enhance early-stage lung cancer detection," researchers noted.

January 30, 2026

New Pitt institute to bring imaging insights from space to Earth

By Amerigo Allegretto

The University of Pittsburgh Health Sciences has launched the Trivedi Institute for Space and Global Biomedicine.

January 30, 2026

Medical leaders at the University of Pittsburgh discuss the launch of the Trivedi Institute for Space and Global Biomedicine. From left to right: Anantha Shekhar, MD, PhD, senior vice chancellor for the health sciences and John and Gertrude Petersen Dean, School of Medicine; Kate Rubins, PhD, founding director of the institute; Christopher Mason, PhD, visiting adjunct professor of surgery at Pitt; and Ashok Trivedi, a Pittsburgh-based entrepreneur, investor, and philanthropist who donated $25 million to the institute, which is named after him.

AI-mammography finds more interval cancers, reduces workload

By Amerigo Allegretto

AI-supported mammography leads to more favorable outcomes for women over standard double reading.

January 29, 2026

Breast Mammo Computer

AI-measured myosteatosis from CAC CT scans helps predict future COPD

By Kate Madden Yee

AI-measured myosteatosis from coronary artery calcium (CAC) CT scans could predict chronic obstructive pulmonary disease (COPD).

January 29, 2026

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Beyond commoditization: How ultrasound AI vendors can thrive

By Aiyana Amess, Mustafa Hassan

A new article from Signify Research discusses current market dynamics for ultrasound AI.

January 28, 2026

Artificial Intelligence Ai Social

AI detects tuberculosis on photos of chest x-rays

Mobile phone-based analog radiographic image analysis could represent an easily implementable tool.

January 23, 2026

A sample input analyzed by the AI model. The film chest x-ray was photographed with a Sony Cyber-shot 20.1 MP digital camera.

What's AI's impact on radiologist burnout?

Despite optimism about AI implementation in radiology, how AI affects radiologist burnout in the real-world remains a "black box," researchers have found.

January 21, 2026

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