David Stoffel, MD

AI
Radiology AI: Going beyond the algorithm
RapidAI
AI is revolutionizing the way we deliver healthcare, especially in radiology.
May 29, 2024
Ai
Page 1 of 1
Top Stories
Radiation Symbol
CT
CT 5-star quality rating system supports optimization
The rating framework demonstrated robust reproducibility, with three-reader concordance reaching up to 93% in highly standardized centers.
Radiological Report 400
Ultrasound
READ-DVT model performs well in finding DVT from ultrasound reports
Dexa
Digital X-Ray
Bone scan testing has fallen 35% among Medicare beneficiaries
Child Girl Stuffed Animal 400
MRI
MRI-based models may predict atypical brain development in children
Nominations Are Open — 2026 Minnies
Sponsor Content
Nominations Are Open — 2026 Minnies
More in AI
READ-DVT model performs well in finding DVT from ultrasound reports
By Amerigo Allegretto
The AI model accurately identified the presence or absence of deep vein thrombosis on unstructured ultrasound reports.
August 7, 2026
Radiological Report 400
Nanox raises $8M in registered direct offering
By AuntMinnie.com staff writers
The company has entered into a securities purchase agreement for the sale of 8 million ordinary shares and accompanying warrants.
August 6, 2026
Money Bills 400
RSNA launches 2026 Knee Abnormality Detection AI Challenge
By AuntMinnie.com staff writers
The challenge will focus on musculoskeletal MRI and combine medical images with multilingual radiology reports.
August 6, 2026
New Rsna Signature Logo Rgb
DBT-based foundational model classifies breast density
By Amerigo Allegretto
DBT-DINO showed strong performance in classifying breast density from DBT images.
August 4, 2026
(A) Free-response receiver operating characteristic (FROC) curve for DBT-DINO and DINOv2 (Meta AI) on the detection task. DINOv2 achieved higher sensitivity than DBT-DINO across most false-positive thresholds. (B) Detection rates of DBT-DINO and DINOv2 for lesions that were ultimately found to be benign (n = 70) and lesions that were found to be cancerous (n = 66). Error bars represent 95% CIs estimated via patient-level bootstrapping with 1000 repetitions. Both models showed similar detection rates for cancerous lesions, whereas DINOv2 detected more benign lesions than DBT-DINO. (C) Example bounding box predictions for DBT-DINO and DINOv2 on the detection test set. Each image is a single two-dimensional section from a three-dimensional digital breast tomosynthesis volume; the first column shows a mediolateral oblique view, and the second and third columns show craniocaudal views. Both models struggled to detect very small lesions, such as the 3-mm-diameter lesion shown in the first column. FP = false positive.
Can LLMs fill the communication gap with referring clinicians?
By Will Morton
LLMs could potentially help address multiple persistent pain points in radiology workflow.
August 4, 2026
Ai Head
Aycan launches AI anonymizer tool for medical imaging data
By AuntMinnie.com staff writers
The tool anonymizes images during routing without requiring a separate workflow step.
August 4, 2026
Artificial Intelligence Ai Hand 400
Medara nets $400,000 NCI grant for AI breast cancer risk platform
By AuntMinnie.com staff writers
The platform combines longitudinal mammographic imaging with clinical risk factors to predict short-term breast cancer risk.
August 4, 2026
Research Money 400
MRI-based AI model maps local brain aging
By Amerigo Allegretto
The model showed differences in brain structures for normal cognition, mild cognitive impairment, and Alzheimer’s disease.
August 3, 2026
Mri Scan Brain
DeepHealth lands FDA nod for breast ultrasound AI software
By AuntMinnie.com staff writers
The software automates lesion detection, characterization, and reporting, according to the RadNet subsidiary.
July 31, 2026
Deephealth White On Purple
Median Technologies signs Canon Medical partnership for eyonis LCS
By AuntMinnie.com staff writers
Canon's subsidiary Olea Medical will leverage its CT imaging platform to support distribution of Median's software.
July 30, 2026
Business Handshake Intelligence 400 (1)
CARPL.ai raises $10M
By AuntMinnie.com staff writers
CARPL.ai will use the funds to support product development, expansion of its partner ecosystem, and commercial growth.
July 23, 2026
Cash Bills
Qure.ai names new sales, marketing leaders
By AuntMinnie.com staff writers
Qure.ai has promoted Amy Casey to EVP of sales for North America and tapped Malika Shrivastava as chief marketing officer.
July 20, 2026
Amy Casey.
Page 1 of 415
Next Page