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Multi-channel attention-fusion neural network for brain age estimation: Accuracy, generality, and interpretation with 16,705 healthy MRIs across lifespan

Publication: Journal Article

He, Diana Perez Juan David Gollub Randy Murphy Shawn Prabhu Sanjay Pienaar Rudol, Sheng and Pereira. 2021. “Multi-Channel Attention-Fusion Neural Network for Brain Age Estimation: Accuracy, Generality, and Interpretation With 16,705 Healthy MRIs across Lifespan”. Medical Image Analysis.

Enteric glia in homeostasis and disease: From fundamental biology to human pathology

Publication: Journal Article

Rosenberg, Harry, and Meenakshi Rao. 2021. “Enteric Glia in Homeostasis and Disease: From Fundamental Biology to Human Pathology”. IScience 24 (8): 102863.

CFIC Cluster Node

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A node of computer hardware in the E2 cluster computing network owned by the Cell Function and Imaging Core. Node Parts: 2x Intel Xeon Platinum 8268 (24 core) Processors 384gb of 2933MHz DDR4 RAM 4x Nvidia A40 GPU with 48gb RAM

CFIC Storage Details

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Workstation storage is limited to 30 days No additional work is needed from user to auto copy images/data from workstation to CFIC SMB share. CFIC SMB share storage is 50 tb of high speed replicated storage and limited to 6 months. Google drives are meant for long term storage of files. CFIC E2...

Global-Local Transformer for Brain Age Estimation

Publication: Journal Article

He, Ellen Ou Yangming, Sheng and Grant. 2021. “Global-Local Transformer for Brain Age Estimation”. IEEE Transactions on Medical Imaging.

Neil Mazumar

Person:

Super Resolution

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ISMRM 2021 Workshop on Kidney MRI Biomarkers

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Works presented at the ISMRM 2021 Workshop on Kidney MRI Biomarkers: The Route to Clinical Adoption

An arterial input function model using a combination of a population model and a reference region for improved estimation of the kidney function

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Ariyurek C, Afacan O, Chow J, and Kurugol S. An arterial input function model using a combination of a population model and a reference region for improved estimation of the kidney function. In: Proceedings of ISMRM Workshop on Kidney MRI Biomarkers, 2021