Austin Tapp

According to our database, Austin Tapp authored at least 15 papers between 2018 and 2025.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of four.

2025

Synthesis of Pathological Dual-Channel Color Doppler Echocardiograms for Equitable Diagnosis of Heart Diseases.

Pooneh Roshanitabrizi, Pengfei Guo, Artur Arturi Aharonyan, Kelsey Brown, Taylor Gloria Broudy, Abhijeet Parida, Austin Tapp, Zhifan Jiang, Alison Tompsett, Joselyn Rwebembera, Emmy Okello, Andrea Z. Beaton, Holger R. Roth, Daguang Xu, Syed Muhammad Anwar, Craig A. Sable, Marius George Linguraru

Proceedings of the Medical Image Computing and Computer Assisted Intervention - MICCAI 2025, 2025

Controllable Latent Diffusion-Based 3D Brain Tumor Segmentation: With Synthetic Label Generation and Detailed Variance Map.

Xinyang Liu, Pengfei Guo, Daniel Capellán-Martín, Zhifan Jiang, Holger R. Roth, Austin Tapp, María J. Ledesma-Carbayo, Syed Muhammad Anwar, Marius George Linguraru

Proceedings of the 22nd IEEE International Symposium on Biomedical Imaging, 2025

2024

Adult Glioma Segmentation in Sub-Saharan Africa using Transfer Learning on Stratified Finetuning Data.

Abhijeet Parida, Daniel Capellán-Martín, Zhifan Jiang, Austin Tapp, Xinyang Liu, Syed Muhammad Anwar, María J. Ledesma-Carbayo, Marius George Linguraru

CoRR, 2024

Magnetic Resonance Imaging Feature-Based Subtyping and Model Ensemble for Enhanced Brain Tumor Segmentation.

Zhifan Jiang, Daniel Capellán-Martín, Abhijeet Parida, Austin Tapp, Xinyang Liu, María J. Ledesma-Carbayo, Syed Muhammad Anwar, Marius George Linguraru

CoRR, 2024

LF_Deface: An Automated Tool for Defacing Pediatric Brain Low-Field MRI.

Rahimeh Rouhi, Jeffrey Tanedo, Austin Tapp, Shreyash Zanjal, Kirsty Donald, Victoria Nankabirwa, Sadia Parkar, Salman Osmani, Reda Tabassum, Sidra Kaleem Jafri, Sean C. L. Deoni, Marius George Linguraru, Natasha Leporé

Proceedings of the 20th International Symposium on Medical Information Processing and Analysis, 2024

Data Alchemy: Mitigating Cross-Site Model Variability Through Test Time Data Calibration.

Abhijeet Parida, Antònia Alomar, Zhifan Jiang, Pooneh Roshanitabrizi, Austin Tapp, María J. Ledesma-Carbayo, Ziyue Xu, Syed Muhammed Anwar, Marius George Linguraru, Holger R. Roth

Proceedings of the Machine Learning in Medical Imaging - 15th International Workshop, 2024

Super-Field MRI Synthesis for Infant Brains Enhanced by Dual Channel Latent Diffusion.

Austin Tapp, Can Zhao, Holger R. Roth, Jeffrey Tanedo, Syed Muhammad Anwar, Niall J. Bourke, Joseph V. Hajnal, Victoria Nankabirwa, Sean C. L. Deoni, Natasha Leporé, Marius George Linguraru

Proceedings of the Medical Image Computing and Computer Assisted Intervention - MICCAI 2024, 2024

Quality Assurance and Hippocampal Segmentation on Low-Field Pediatric Magnetic Resonance Images.

Austin Tapp, Rahimeh Rouhi, Jeffrey Tanedo, Shreyash Zanjal, Sean C. L. Deoni, Marius George Linguraru, Natasha Leporé

Proceedings of the Low Field Pediatric Brain Magnetic Resonance Image Segmentation and Quality Assurance, 2024

MR to CT Synthesis Using 3d Latent Diffusion.

Austin Tapp, Abhijeet Parida, Can Zhao, Van Lam, Natasha Leporé, Syed Muhammad Anwar, Marius George Linguraru

Proceedings of the IEEE International Symposium on Biomedical Imaging, 2024

2023

Model Ensemble for Brain Tumor Segmentation in Magnetic Resonance Imaging.

Daniel Capellán-Martín, Zhifan Jiang, Abhijeet Parida, Xinyang Liu, Van Lam, Hareem Nisar, Austin Tapp, Sarah Elsharkawi, María J. Ledesma-Carbayo, Syed Muhammad Anwar, Marius George Linguraru

Proceedings of the Brain Tumor Segmentation, and Cross-Modality Domain Adaptation for Medical Image Segmentation, 2023

2022

Application of the 'Surgical GPS' to posterior spinal fusion procedures for scoliosis correction.

Austin Tapp, James Bennett, Michel A. Audette

Comput. methods Biomech. Biomed. Eng. Imaging Vis., 2022

2021

Generation of Patient-Specific, Ligamentoskeletal, Finite Element Meshes for Scoliosis Correction Planning.

Austin Tapp, Christian Payer, Jérôme Schmid, Michael Polanco, Isaac Kumi, Sebastian Y. Bawab, Stacie Ringleb, Carl St. Remy, James Bennett, Rumit Singh Kakar, Michel A. Audette

Proceedings of the Clinical Image-Based Procedures, Distributed and Collaborative Learning, Artificial Intelligence for Combating COVID-19 and Secure and Privacy-Preserving Machine Learning, 2021

Towards Applications of the "Surgical GPS" on Spinal Procedures.

Austin Tapp, Michel A. Audette, Ava Maghouli

Proceedings of the Annual Modeling and Simulation Conference, 2021

2020

"Surgical Gps" Proof of Concept for Scoliosis Surgery.

Austin Tapp, Michel A. Audette

Proceedings of the Spring Simulation Conference, 2020

2018

Towards a Deformable Multi-surface Approach to Ligamentous Spine Models for Predictive Simulation-Based Scoliosis Surgery Planning.

Michel A. Audette, Jérôme Schmid, Craig Goodmurphy, Michael Polanco, Sebastian Y. Bawab, Austin Tapp, H. Sheldon St-Clair

Proceedings of the Computational Methods and Clinical Applications for Spine Imaging, 2018