Video from ISMRM 2019: Tal Arbel on machine learning and image analysis

May 14, 2019
2019 05 14 20 11 9258 Ismrm 2019 Arbel Tal 400

MONTREAL - Machine learning in MRI was the focus of Tuesday's plenary session at the International Society for Magnetic Resonance in Medicine (ISMRM). In this video, Tal Arbel, PhD, of McGill University explains how machine learning is already improving scientific research into multiple sclerosis.

Tal Arbel, PhD, of McGill University.

Latest in MRI
Prostate Cancer 3 D Rendering
bpMRI, mpMRI show comparable NPV for prostate cancer
March 7, 2025
Echelon Synergy 1.5T MRI with MotionClear Comprehensive Motion Correction Suite
Sponsored
Echelon Synergy 1.5T MRI with MotionClear Comprehensive Motion Correction Suite
January 1, 2025
Benign Prostatic Hyperplasia
Doctors discuss prostate cancer imaging pressure points
March 3, 2025
3 D Illustration Crohn Disease
ECR: Use MR enterography for complex IBD cases
February 27, 2025
Related Stories
Ismrm Logo
Companies
ISMRM
2019 05 14 20 16 6958 Ismrm 2019 Wald Larry 400
Associations
ISMRM appoints new president
2019 05 22 16 27 8863 Kuhl Christiane Ismrm2019 400
Breast
ISMRM: Personalized breast cancer screening is at hand
Echelon Synergy 1.5T MRI with MotionClear Comprehensive Motion Correction Suite
Sponsor Content
Echelon Synergy 1.5T MRI with MotionClear Comprehensive Motion Correction Suite
More in MRI
bpMRI, mpMRI show comparable NPV for prostate cancer
By Kate Madden Yee
Biparametric MRI (bpMRI) and multiparametric MRI (mpMRI) show similar negative predictive value (NPV) in identifying prostate cancer.
March 7, 2025
Prostate Cancer 3 D Rendering
MRI, ultrasound have tradeoffs in diagnosing neuropathies
By Amerigo Allegretto
MRI and ultrasound have tradeoffs in diagnosing peripheral neuropathies of the upper extremity.
March 4, 2025
2025 03 04 Radiology Hrus Mrn Neuropathy Thumbnail
Doctors discuss prostate cancer imaging pressure points
By Liz Carey
If MRI prostagram proves to be a good screening tool for prostate cancer, urologists are going to have a lot of work on their hands, according to a talk at ECR 2025.
March 3, 2025
Benign Prostatic Hyperplasia
ECR: Use MR enterography for complex IBD cases
By Liz Carey
Four takeaways from an advanced course on imaging inflammatory bowel disease (IBD) cases
February 27, 2025
3 D Illustration Crohn Disease
New MRI technique reveals lung abnormalities in kids with long COVID
By Kate Madden Yee
An advanced type of MR imaging shows that children and adolescents with long COVID have significant lung abnormalities, according to a recent study.
February 25, 2025
3 D Lungs Covid Virus Cells
Adding AI to brain MRI finds previously occult epilepsy lesions in kids
By Kate Madden Yee
Using an AI tool with brain MRI in children finds 64% of focal cortical dysplasias -- abnormalities linked to epilepsy -- that radiologists miss, researchers have reported.
February 24, 2025
Mri Scanner Kid
T2-weighted MRI shows promise for body composition analysis
By Kate Madden Yee
Using deep learning with T2-weighted MR imaging is a feasible way to assess patients' body composition, researchers have reported.
February 21, 2025
Fat Tissue Adipocytes
Are white-matter hyperintensities found on MRI biomarkers for TBI?
By Kate Madden Yee
White-matter hyperintensities found on high-resolution FLAIR images on 3-tesla MRI aren't necessarily biomarkers for mild traumatic brain injury (TBI).
February 19, 2025
2025 02 19 Ajr Tanwar Figure2 Thumbnail
7-minute shoulder MRI scans are feasible
By Will Morton
A commercially available deep-learning (DL) algorithm can enable high quality seven-minute shoulder MRI exams.
February 18, 2025
Images in an 18-year-old man with recurrent dislocations of the right shoulder. (A, B) Unenhanced coronal, (C) axial, and (D, E) sagittal deep learning super-resolution threefold parallel imaging -- accelerated turbo spin-echo MRI scans were obtained at 3-tesla field strength. (A) Coronal T2-weighted fat-suppressed (FS) and (B) coronal proton density (PD)-weighted MRI scans show a nondisplaced superior labral tear (arrows). (C) Axial proton density-weighted fat-suppressed, (D) sagittal T2-weighted fat-suppressed, and (E) sagittal T1-weighted MRI scans show continuation into a nondisplaced anteroinferior labral tear (arrows). All seven readers correctly diagnosed the arthroscopy-validated findings. (F) An arthroscopic photograph shows the anteroinferior labral tear (arrow). Image and caption courtesy of the RSNA.
New AI model successfully segments anatomic structures in MR images
By Kate Madden Yee
A Swiss research team has developed and tested an AI model that automatically segments anatomic structures on MR images independent of sequence.
February 18, 2025
2025 02 18 Radiology D Antonoli Figure1 Thumbnail
Are low-field MRI units effective for neuroradiologic imaging?
By Kate Madden Yee
Are low-field MRI units effective for neuroradiologic imaging? Perhaps, say researchers from the University of Michigan in Ann Arbor.
February 14, 2025
2025 02 13 Radio Graphics Kelsey Figure1 Thumbnail
fMRI reveals a brain circuit for creativity
By Kate Madden Yee
Functional MRI (fMRI) has revealed a brain circuit for creativity, researchers from Mass General Brigham in Boston have reported.
February 13, 2025
Brain Abstract
Page 1 of 613
Next Page