Presentations: Modality

AI-Driven Multimodal Computational Pathology

 150 150 MaLMIC - Machine Learning in Medical Imaging Consortium

Open Forum on Computational Pathology and Cancer Prediction Past Event Page Presenter: Faisal Mahmood Abstract: This talk will discuss the use of AI in pathology and methods of training digitized…

AI-Based Precision Pathology

 150 150 MaLMIC - Machine Learning in Medical Imaging Consortium

Open Forum on Computational Pathology and Cancer Prediction Past Event Page Presenter: Mattias Rantalainen Abstract: This talk will discuss precision medicine and its use in the development of AI in…

Machine learning to predict disease progression

 150 150 MaLMIC - Machine Learning in Medical Imaging Consortium

Open Forum on Predicting Disease Progression Past Event Page Presenter: Sun-In Lee Abstract: This talk will describe the use of text and phenotypic data in medical records for predicting patients’…

Artificial intelligence augmented ultrasound detection of hip dysplasia

 150 150 MaLMIC - Machine Learning in Medical Imaging Consortium

2023-04-21Jaremko Open Forum on AI and Precision Health Initiatives at the University of Alberta Past Event Page Presenter: Jacob Jaremko Abstract: These talks will present new efforts underway at the…

Sensitivity of convolutional neural networks to common imaging parameters, perturbations and artifacts in MRI

 150 150 MaLMIC - Machine Learning in Medical Imaging Consortium

lyndon_malmic_2021 Open Forum on Alzheimer’s and Small Vessel Disease Imaging Past Event Page Presenter: Lyndon Boone Abstract: A number of studies have shown that deep learning methods are capable of…

Deep Learning for Automated Segmentation of Left Ventricle Myocardium and Myocardial Scar From 3-D MR Images

 150 150 MaLMIC - Machine Learning in Medical Imaging Consortium

2021-06-18Zabihollahy Open Forum on Machine Learning in Cardiac Imaging Past Event Page Presenter: Fatemeh Zabihollahy Abstract: Deep learning has demonstrated promise for various cardiac imaging applications. However, the performance is…

Deep learning with uncertainty quantification in MRI-guided radiation therapy

 150 150 MaLMIC - Machine Learning in Medical Imaging Consortium

2021-05-21Hemsley Open Forum on Reproducibility and Good Practices in Machine Learning Research Past Event Page Presenter: Matt Hemsley Abstract: Deep learning methods are able to match or surpass the performance…

Brain-CODE

 150 150 MaLMIC - Machine Learning in Medical Imaging Consortium

Brain-CODE2021-03-19 Open Forum on Machine Learning in Health Data Integration Platforms Past Event Page Presenters: Tom Mikkelsen, Kirk Nylen, Brendan Behan Abstract: The Ontario Brain Institute (OBI) provided an overview…

Deep learning for automatic prostate segmentation in 3D ultrasound

 150 150 MaLMIC - Machine Learning in Medical Imaging Consortium

Orlando2021-02-19 Open Forum on Machine Learning in Prostate Cancer Past Event Page Presenter: Nathan Orlando Abstract: Nathan discussed the development and validation of a generalizable and efficient deep learning method…

MRI in Prostate Cancer: Opportunities for AI

 150 150 MaLMIC - Machine Learning in Medical Imaging Consortium

OICR-Prostate-ML-Haider Open Forum on Machine Learning in Prostate Cancer Past Event Page Presenter: Masoom Haider Abstract: MRI has established itself as an adjunctive test in detecting occult prostate cancer. New…

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