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Alex Deakyne
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Proceedings Papers

Patient-Specific Three-Dimensional Computational Heart Modeling and Printing to Enhance Clinical Understandings and Treatment Planning: Congenital Recurrent Pulmonary Artery Stenosis and Transcatheter Pulmonary Valve Replacement

Amanda C. Tenhoff, Varun Aggarwal, Rebecca Ameduri, Alex Deakyne, Tinen L. Iles, Sameh M. Said, Massimo Griselli, Paul A. Iaizzo
Proc. ASME. DMD2021, 2021 Design of Medical Devices Conference, V001T01A004, April 12–15, 2021
Publisher: American Society of Mechanical Engineers
Paper No: DMD2021-1059
https://doi.org/10.1115/DMD2021-1059
View Paper titled, Patient-Specific Three-Dimensional Computational Heart Modeling and Printing to Enhance Clinical Understandings and Treatment Planning: Congenital Recurrent Pulmonary Artery Stenosis and Transcatheter Pulmonary Valve Replacement
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Topics: Diseases, Modeling, Pediatrics, Printing, Pulmonary artery, Three-dimensional modeling, Valves
Proceedings Papers

Classification of Left Atrial Appendage Morphology Using Deep Learning

Mikayle A. Holm, Alex Deakyne, Erik Gaasedelen, Weston Upchurch, Paul A. Iaizzo
Proc. ASME. DMD2020, 2020 Design of Medical Devices Conference, V001T01A003, April 6–9, 2020
Publisher: American Society of Mechanical Engineers
Paper No: DMD2020-9018
https://doi.org/10.1115/DMD2020-9018
View Paper titled, Classification of Left Atrial Appendage Morphology Using Deep Learning
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Topics: Arrhythmias, Artificial neural networks, Errors, Magnetic resonance imaging, Risk, Three-dimensional models, Thrombosis
Proceedings Papers

Lung Allocation Pipeline: Machine Learning Approach to Optimized Lung Transplant

Emma Schinstock, Alex Deakyne, Tinen Iles, Andrew Shaffer, Paul A. Iaizzo
Proc. ASME. DMD2020, 2020 Design of Medical Devices Conference, V001T06A005, April 6–9, 2020
Publisher: American Society of Mechanical Engineers
Paper No: DMD2020-9030
https://doi.org/10.1115/DMD2020-9030
View Paper titled, Lung Allocation Pipeline: Machine Learning Approach to Optimized Lung Transplant
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Topics: Lung, Machine learning, Pipelines
Proceedings Papers

Deep Learning Algorithm for Image Classification of Waveforms Obtained From Electrically Stimulated Hypoxic Skeletal Muscle Bundles

Weston Upchurch, Alex Deakyne, David A. Ramirez, Paul A. Iaizzo
Proc. ASME. DMD2020, 2020 Design of Medical Devices Conference, V001T03A006, April 6–9, 2020
Publisher: American Society of Mechanical Engineers
Paper No: DMD2020-9068
https://doi.org/10.1115/DMD2020-9068
View Paper titled, Deep Learning Algorithm for Image Classification of Waveforms Obtained From Electrically Stimulated Hypoxic Skeletal Muscle Bundles
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Topics: Algorithms, Muscle, Artificial neural networks, Emergencies, Pressure, Surgery
Proceedings Papers

A Deep Learning Approach for the Automatic Identification of the Left Atrium Within CT Scans

Alex Deakyne, Erik Gaasedelen, Paul A. Iaizzo
Proc. ASME. DMD2019, 2019 Design of Medical Devices Conference, V001T01A005, April 15–18, 2019
Publisher: American Society of Mechanical Engineers
Paper No: DMD2019-3282
https://doi.org/10.1115/DMD2019-3282
View Paper titled, A Deep Learning Approach for the Automatic Identification of the Left Atrium Within CT Scans
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Topics: Computerized tomography, Artificial neural networks, Architecture, Cardiovascular system, Computers, Pipelines
Proceedings Papers

The Application of Deep Learning for the Classification of Internal Human Cardiac Anatomy

Erik Gaasedelen, Alex Deakyne, Paul Iaizzo
Proc. ASME. DMD2018, 2018 Design of Medical Devices Conference, V001T01A009, April 9–12, 2018
Publisher: American Society of Mechanical Engineers
Paper No: DMD2018-6887
https://doi.org/10.1115/DMD2018-6887
View Paper titled, The Application of Deep Learning for the Classification of Internal Human Cardiac Anatomy
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Topics: Anatomy, Biological tissues, Heat conduction, Surgery
Proceedings Papers

Using Smartphone-Based Virtual Reality to Explore Internal Anatomy of 3D Heart Models

Erik Gaasedelen, Alex Deakyne, Tinen Iles, Paul Iaizzo
Proc. ASME. DMD2017, 2017 Design of Medical Devices Conference, V001T09A009, April 10–13, 2017
Publisher: American Society of Mechanical Engineers
Paper No: DMD2017-3472
https://doi.org/10.1115/DMD2017-3472
View Paper titled, Using Smartphone-Based Virtual Reality to Explore Internal Anatomy of 3D Heart Models
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Topics: Anatomy, Virtual reality, Cardiovascular system, Computer software, Education, Computers, Construction, Design, Eye protection, Hardware