Mustafa Hassan

Mustafa Hassan, PhD, is a senior market analyst on the Medical Imaging Team at Signify Research.

Ultrasound
Beyond commoditization: How ultrasound AI vendors can thrive
A new article from Signify Research discusses current market dynamics for ultrasound AI.
January 29, 2026
Artificial Intelligence Ai Social
Ultrasound
Wireless transducers and MEMs transform ultrasound
Wireless transducers and microelectromechanical systems (MEMS) are among the latest technological trends shaping the ultrasound market.
November 18, 2024
Mobile Ultrasound Devices For Point Of Care Imaging
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Top Stories
Washington Dc Capitol Social
Socioeconomic
Radiology researchers weigh in on the impact of the political climate
Group begins research into how political environments may intersect with research practice.
Example of Percentile Nomogram With Age-Adjusted BAC Quartiles. (A) Mammogram of a 56-year-old woman. There is evident BAC (pink arrow). This was quantified as a BAC score of 30 using the cmAngio tool. (B) Nomogram indicating that a BAC score of 30 places a 56-year-old woman within the 50th to 75th percentile for her age. Images are republished under a Creative Commons license (CC BY 4.0).
Womens Imaging
AI model predicts cardiovascular risk from BACs on mammograms
Noelle Clerkin
Interventional
Radiography-led interventional techniques bolster patient experience
Ai Face
Molecular Imaging
ChatGPT matches nuclear medicine experts on FDG-PET/CT scans
Turning Innovation into Everyday Efficiency
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Radiology researchers weigh in on the impact of the political climate
By Liz Carey
Group begins research into how political environments may intersect with research practice.
April 27, 2026
Washington Dc Capitol Social
AI model predicts cardiovascular risk from BACs on mammograms
By Amerigo Allegretto
An AI model showed success in using age-adjusted breast arterial calcifications from mammograms to predict cardiovascular events.
April 27, 2026
Example of Percentile Nomogram With Age-Adjusted BAC Quartiles. (A) Mammogram of a 56-year-old woman. There is evident BAC (pink arrow). This was quantified as a BAC score of 30 using the cmAngio tool. (B) Nomogram indicating that a BAC score of 30 places a 56-year-old woman within the 50th to 75th percentile for her age. Images are republished under a Creative Commons license (CC BY 4.0).
Radiography-led interventional techniques bolster patient experience
By Frances Rylands-Monk
Radiographer involvement in interventional imaging technologies and localization techniques could improve patient management, safety, and outcomes, according to experts.
April 27, 2026
Noelle Clerkin
ChatGPT matches nuclear medicine experts on FDG-PET/CT scans
By Will Morton
Models excelled on cases with well-defined metabolic patterns, such as in typical cases of Alzheimer's disease, yet were less accurate on complex cases.
April 24, 2026
Ai Face
"You'll never walk alone": Benoît Rizk on how to make radiology AI work
By Claudia Tschabuschnig
At 3R Swiss Imaging Network, Dr. Benoît Rizk works at the center of real-world AI in radiology. In this video interview he shares why governance and integration matter more than the models themselves, and why the profession needs to have an honest conversation about the decade ahead.
April 24, 2026
Dr. Benoît Rizk
New x-ray dataset helps clinicians develop pathology detection AI
By Kate Madden Yee
ICUs rely heavily on bedside chest x-ray to monitor patients, and the dataset could offer support for radiologic assessment.
April 23, 2026
Example radiographs with different labels for 'pulmonary congestion,' 'pleural effusion,' 'pulmonary opacities,' and 'atelectasis.'
How interventional radiology is making radiation visible
By Claudia Tschabuschnig
A live demonstration at ECR 2026 showed how virtual-reality (VR) training makes radiation visible in real time, and why neuro-interventional procedures demand a level of dose awareness the field is now trying to operationalize.
April 23, 2026
Pexels Michelangelo Buonarroti 8728380
GAE benefits may just be ‘placebo effect’
By Will Morton
Patients who received either genicular artery embolization (GAE) or a sham procedure experienced equal pain improvements.
April 22, 2026
Contrast-enhanced T1 weSPGR images of the knee of a patient from the GAE group at the level of the suprapatellar recess. The baseline image (left) shows a marked synovial enhancement. There was no change one month after treatment (middle image) and four months after treatment (right image).
IR still trains radiation safety like it's 2010. A new guideline wants to change that.
By Claudia Tschabuschnig
The first major update to the CIRSE/SIR occupational radiation protection guidelines in 16 years calls for a team-based, continuous approach and challenges a field that has long treated safety as a compliance checkbox.
April 22, 2026
Pexels Charlss Gonzhu I Rsafety
From workflow to ablation: Where AI and robotics are quietly landing in IR
By Claudia Tschabuschnig
A robot in France, a physician in Florida, and the IR procedures that are already changing hands.
April 21, 2026
Pexels Fernando Capetillo 94107723 36101262 (1)
AI tools will speed up emergency diagnosis, but must be tested
By Frances Rylands-Monk
A session at ECR 2026 offered an overview on AI tools in thoracic emergencies.
April 20, 2026
Lederlin 1 Thumbnail
Video: RöKo 2026 presidents aim to push radiology beyond the reading room
By Claudia Tschabuschnig
Radiology is central to patient care, but often invisible. In a preview interview, RöKo 2026 presidents Prof. Dr. Saif Afat and Dr. Daniel Pinto dos Santos explain how they want to change that, with debate-driven formats, a stronger focus on visibility, and a shift toward prevention and policy.
April 17, 2026
Roko Interview 17 April
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