Dr. Mathias Goyen

AI
In 2023 and beyond, AI is redefining radiology
In the field of healthcare, artificial intelligence (AI) isn't replacing humans. It's enabling humans to devote more of their time to the work that only humans can do.
March 27, 2023
2020 03 04 21 21 6197 Artificial Intelligence Ai Hand 400 20200304215813
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2025 07 11 Occlusion Thumbnail
Digital X-Ray
Peripheral vision training improves lesion detection
Enhancing students' peripheral visual perception improved their lesion detection skills.
Heart Plaque
CT
Does adding plaque burden grade improve CAD-RADS scoring on CTA?
Ultrasound Gynecologist
Ultrasound
More ultrasound cuts risks in pregnancies with less fetal movement
Ultrasound Sound Waves 400
Ultrasound
AI echo model detects cardiac amyloidosis
Pelvic (A), femoral and popliteal (B), and cruro-pedal (C) region. The summated digital variance angiography (DVA) image significantly enhances image quality compared to the digital subtraction angiography (DSA) series I–IV (depicting 4 out of 28 (A), 48 (B) and 28 (C) DSA images) of the low dose (LD) acquisitions. Enhancements of iodinated contrast medium (ICM) by DVA depict small vessel structures in detail while the conventional DSA offers a reduced contrast-to-noise ratio (CNR) using LD acquisitions for standalone diagnostic interpretations.
Digital X-Ray
DVA reduces radiation exposure during interventions
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Peripheral vision training improves lesion detection
By Will Morton
Enhancing students' peripheral visual perception improved their lesion detection skills.
July 11, 2025
2025 07 11 Occlusion Thumbnail
Does adding plaque burden grade improve CAD-RADS scoring on CTA?
By Kate Madden Yee
Perhaps not, researchers have reported.
July 11, 2025
Heart Plaque
More ultrasound cuts risks in pregnancies with less fetal movement
By Amerigo Allegretto
Additional Doppler ultrasound in pregnant women who feel less fetal movement leads to fewer complications compared to usual care.
July 11, 2025
Ultrasound Gynecologist
AI echo model detects cardiac amyloidosis
By Amerigo Allegretto
Researchers are highlighting the performance of their AI screening model based on echocardiography to detect cardiac amyloidosis.
July 10, 2025
Ultrasound Sound Waves 400
DVA reduces radiation exposure during interventions
By Will Morton
Digital variance angiography (DVA) shows promise in reducing radiation doses to patients during certain interventional radiology procedures.
July 10, 2025
Pelvic (A), femoral and popliteal (B), and cruro-pedal (C) region. The summated digital variance angiography (DVA) image significantly enhances image quality compared to the digital subtraction angiography (DSA) series I–IV (depicting 4 out of 28 (A), 48 (B) and 28 (C) DSA images) of the low dose (LD) acquisitions. Enhancements of iodinated contrast medium (ICM) by DVA depict small vessel structures in detail while the conventional DSA offers a reduced contrast-to-noise ratio (CNR) using LD acquisitions for standalone diagnostic interpretations.
New taxonomy clarifies function and data inputs of AI medical devices
By Liz Carey
The new taxonomy enables a more representative view of U.S. FDA device distribution, according to the authors.
July 10, 2025
Taxonomy Fda Authorizations Aiml Aunt Minnie July2025
Deep learning plus breast DCE-MRI improves chemo response prediction
By Kate Madden Yee
The findings are promising, as early chemotherapy response prediction is "crucial for personalized treatment planning."
July 10, 2025
2025 07 10 Rad Ai Wu Figure6 Thumbnail
'Safety bundle' with ultrasound improves operational vaginal births
By Amerigo Allegretto
A "safety bundle" approach that includes intrapartum ultrasound improved operative vaginal birth outcomes.
July 9, 2025
Ultrasound Screen 400
HPI: Shared decision-making boosts LCS adherence
By Kate Madden Yee
An HPI report suggests that shared decision-making could be an effective way to improve adherence to lung cancer screening (LCS).
July 9, 2025
Hpi Logo
How well do LLMs interpret bone fracture textual CT reports?
By Kate Madden Yee
Large language models (LLMs) show promise for analyzing radiology reports of bone fractures imaged on CT.
July 9, 2025
Ct Hip Radiograph Thumbnail
Could ChatGPT be useful for radiology residents?
By Will Morton
ChatGPT shows potential in generating and presenting educational material for radiology education.
July 8, 2025
Chatgpt
Ancillary features on CT, MRI don't impact LI-RADS performance
By Amerigo Allegretto
Individually applying liver CT and MRI ancillary features to major imaging features does not affect the performance of LI-RADS.
July 8, 2025
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