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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Multimodality imaging (MRI, PET, and fused PET/MRI) of carotid artery plaques in asymptomatic and symptomatic subjects, illustrating distinct features of surface ulceration, plaque enhancement, metabolic uptake, and SUVmax.
ISMRM 2026
ISMRM: PET/MRI highly effective in patients with atherosclerosis
PET/MRI distinguished symptomatic from asymptomatic carotid plaques among 145 patients.
Fibrotic Buckets Disease Inclusion Uk Biobank Population Ismrm2026
ISMRM 2026
ISMRM: Researchers eye fibrosis patterns in the body's organs
A 70-year-old female patient with chronic low back pain. History of radicular syndrome which led to targeted nerve block with positive effect. However, lower back pain persisted. FDG-PET/MRI showed increased FDG uptake in a disc herniation at L5-S1 (SUVmax 1.6) convincing the treating physician to proceed to discectomy. After discectomy, the patient is now mostly pain free.
ISMRM 2026
ISMRM: PET/MRI-guided treatment reduces low back pain
Ismrm Thumbnail
ISMRM 2026
ISMRM: MRI-based AI predicts organ aging before disease signs emerge
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ISMRM: PET/MRI highly effective in patients with atherosclerosis
By Will Morton
PET/MRI distinguished symptomatic from asymptomatic carotid plaques among 145 patients.
May 15, 2026
Multimodality imaging (MRI, PET, and fused PET/MRI) of carotid artery plaques in asymptomatic and symptomatic subjects, illustrating distinct features of surface ulceration, plaque enhancement, metabolic uptake, and SUVmax.
ISMRM: Researchers eye fibrosis patterns in the body's organs
By Liz Carey
Quantitative measures obtained from MRIs enable fibrotic scoring system, according to group.
May 15, 2026
Fibrotic Buckets Disease Inclusion Uk Biobank Population Ismrm2026
ISMRM: PET/MRI-guided treatment reduces low back pain
By Will Morton
This study is the first to acquire follow-up FDG-PET/MRI scans after treatment to assess the correlation between clinical outcome and FDG uptake.
May 15, 2026
A 70-year-old female patient with chronic low back pain. History of radicular syndrome which led to targeted nerve block with positive effect. However, lower back pain persisted. FDG-PET/MRI showed increased FDG uptake in a disc herniation at L5-S1 (SUVmax 1.6) convincing the treating physician to proceed to discectomy. After discectomy, the patient is now mostly pain free.
ISMRM: MRI-based AI predicts organ aging before disease signs emerge
By Kate Madden Yee
A DL model combining MRI scans with blood markers, imaging biomarkers, and lifestyle data can predict organ-specific biological age.
May 15, 2026
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Ultrasound MinnieCast, Episode 8: Ultrasound's role in sustainability
By Amerigo Allegretto
Researchers from VUMC share results and strategies from their study on ultrasound's role in environmental sustainability.
May 15, 2026
Minnie Cast Thumbnail 15 May
ISMRM: fMRI reveals brain differences tied to psychological resilience
By Kate Madden Yee
Resilience is the ability to adapt to stress, and "low resilience is a risk factor for psychiatric disorders."
May 15, 2026
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ISMRM: Brain activity changes, birth trauma linked to postpartum PTSD
By Kate Madden Yee
The findings could help clinicians develop new tools for early psychological intervention for the condition.
May 14, 2026
The PPD group showed significant increased VMHC in the dorsolateral prefrontal cortex (DLPFC), precentral gyrus (PreCG) and parietal lobule (PL) (FDR correction q-value < 0.005).
ISMRM: Quantitative intracranial vessel wall MR clarifies vascular pathology
By Liz Carey
Researchers applied two different types of software.
May 14, 2026
Software analysis shows distribution, contours, and contrast enhancement. (a)Vasculitis lesion showing diffuse concentric enhancement, (b) atherosclerotic plaque showing eccentric wall thickening and less enhancing volume, (c) RCVS showing lower percent wall volume.
ISMRM: Yaw Mensah on West Africa's role in the global MRI community
By Kate Madden Yee
Mensah delivered a talk regarding the current state and future opportunities of MRI in West Africa.
May 14, 2026
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ISMRM: Brain activity changes, birth trauma linked in postpartum PTSD
By Kate Madden Yee
The findings could help gain a clearer picture of the condition's neurological underpinnings.
May 14, 2026
The PPD group showed significant increased VMHC in the dorsolateral prefrontal cortex (DLPFC), precentral gyrus (PreCG) and parietal lobule (PL) (FDR correction q-value < 0.005).
ISMRM: Insulin resistance, not hyperglycemia, stresses the aging brain
By Kate Madden Yee
The study results underscore MRI's value in identifying and tracking patients at risk of functional decline.
May 14, 2026
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ISMRM: MRF may predict early breast cancer treatment response
By Amerigo Allegretto
Results shown at ISMRM 2026 suggest that MR fingerprinting could help in predicting early response to breast cancer treatment.
May 14, 2026
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