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Profile
Geoff Rubin
Chair, Department of Medical Imaging | Professor, Medical Imaging | Member of the Graduate Faculty
Medical Imaging
Full Page
Overview
Research
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Collaboration
(7)
Nirav Merchant
Mutual work: 3 Proposals﹒1 Grant
Collaboration Details
Ravi Tandon
Mutual work: 1 Grant﹒3 Proposals
Collaboration Details
Heidi Hamann
Mutual work: 1 Grant﹒1 Proposal
Collaboration Details
Arne Ekstrom
Mutual work: 1 Proposal﹒1 Grant
Collaboration Details
Michael Abecassis
Mutual work: 1 Supervisor
Collaboration Details
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Grants
(2)
Cognitive Science to Radiology: Using EEG and Eye-tracking to Determine Why, How, and When Novices and Radiologists Miss Signs of Breast Cancer in Multiple-abnormality Mammography and Tomosynthesis
Active
·
2024
·
$0 / $249K
·
External
Key Personnel (KP)
cognitive science,
radiology,
eeg,
eye tracking,
breast cancer
Computer-Aided Triage of Body CT Scans with Deep Learning
Active
·
2023
·
$547K / $195.4K
·
External
Principal Investigator (PI)
medical imaging,
deep learning,
computer-aided diagnosis,
radiology,
triage
Publications
(261)
Recent
Value Creation Through Artificial Intelligence and Cardiovascular Imaging: A Scientific Statement From the American Heart Association
2024
artificial intelligence,
cardiovascular imaging,
value creation,
scientific statement,
american heart association
Detection and Early Referral of Patients With Interstitial Lung Abnormalities: An Expert Survey Initiative
2022
interstitial lung abnormalities,
patient referral,
detection,
expert survey,
early intervention
CAD-RADS™ 2.0 – 2022 Coronary Artery Disease-Reporting and Data System: An Expert Consensus Document of the Society of Cardiovascular Computed Tomography SCCT) the American College of Cardiology ACC) the American College of Radiology ACR) and the North America Society of Cardiovascular Imaging NASCI)
2022
Co-occurring diseases heavily influence the performance of weakly supervised learning models for classification of chest CT
2022
medical imaging,
machine learning,
disease classification,
supervised learning,
chest ct
Multi-label annotation of text reports from computed tomography of the chest, abdomen, and pelvis using deelearning
2022
medical imaging,
natural language processing,
deep learning,
healthcare,
radiology
CT Diagnosis of COVID-19: A View through the PICOTS Lens
2021
diagnosis,
covid-19,
ct imaging,
picots framework,
medical imaging
Chest CT Diagnosis and Clinical Management of Drug-related Pneumonitis in Patients Receiving Molecular Targeting Agents and Immune Checkpoint Inhibitors: A Position Paper from the Fleischner Society.
2021
pneumonitis,
ct diagnosis,
clinical management,
molecular targeting agents,
immune checkpoint inhibitors
Multi-Label Annotation of Chest Abdomen Pelvis Computed Tomography Text Reports Using DeeLearning
2021
medical imaging,
deep learning,
radiology,
machine learning,
healthcare technology
COVID-19 Imaging: What We Know Now and What Remains Unknown
2021
covid-19,
imaging,
diagnostic,
research,
unknowns
Imaging of Pulmonary Hypertension in Adults: A Position Paper from the Fleischner Society
2021
imaging,
pulmonary hypertension,
adults,
position paper,
fleischner society
