Austin Tapp

27 papers Journal 12Unranked 15
YearRankTypeTitle / Venue / Authors
2026 J jnl
FeTTL: Federated Template and Task Learning for Multi-Institutional Medical Imaging.
CoRR
Abhijeet Parida, Antònia Alomar, Zhifan Jiang, Pooneh Roshanitabrizi, Austin Tapp, Ziyue Xu, Syed Muhammad Anwar, María J. Ledesma-Carbayo, Holger R. Roth, Marius George Linguraru
2026 J jnl
Standardized Methods and Recommendations for Green Federated Learning.
CoRR
Austin Tapp, Holger R. Roth, Ziyue Xu, Abhijeet Parida, Hareem Nisar, Marius George Linguraru
2026 J jnl
Unlocking 3D baby face photogrammetry: Multi-view BabyMorph reconstruction from uncalibrated photographs.
Expert Syst. Appl.
Antònia Alomar, Gemma Piella, Esperanza Mantilla-Rivas, Austin Tapp, Antonio R. Porras, Ricardo Rubio, Silvia Maya-Enero, Federico M. Sukno, Marius George Linguraru
2025 — conf
Adaptable Segmentation Pipeline for Diverse Brain Tumors with Radiomic-Guided Subtyping and Lesion-Wise Model Ensemble.
BraTS-Lighthouse/AIMS-TBI@MICCAI (1)
Daniel Capellán-Martín, Abhijeet Parida, Zhifan Jiang, Nishad Kulkarni, Krithika Iyer, Austin Tapp, Syed Muhammad Anwar, María J. Ledesma-Carbayo, Marius George Linguraru
2025 J jnl
Adaptable Segmentation Pipeline for Diverse Brain Tumors with Radiomic-guided Subtyping and Lesion-Wise Model Ensemble.
CoRR
Daniel Capellán-Martín, Abhijeet Parida, Zhifan Jiang, Nishad Kulkarni, Krithika Iyer, Austin Tapp, Syed Muhammad Anwar, María J. Ledesma-Carbayo, Marius George Linguraru
2025 — conf
Controllable Latent Diffusion-Based 3D Brain Tumor Segmentation: With Synthetic Label Generation and Detailed Variance Map.
ISBI
Xinyang Liu, Pengfei Guo, Daniel Capellán-Martín, Zhifan Jiang, Holger R. Roth, Austin Tapp, María J. Ledesma-Carbayo, Syed Muhammad Anwar, Marius George Linguraru
2025 — conf
Improving Pre-trained Adult Glioma Segmentation Models Using only Post-processing Techniques.
BraTS-Lighthouse/AIMS-TBI@MICCAI (1)
Abhijeet Parida, Daniel Capellán-Martín, Zhifan Jiang, Nishad Kulkarni, Krithika Iyer, Austin Tapp, Syed Muhammad Anwar, María J. Ledesma-Carbayo, Marius George Linguraru
2025 J jnl
Improving Pre-trained Segmentation Models using Post-Processing.
CoRR
Abhijeet Parida, Daniel Capellán-Martín, Zhifan Jiang, Nishad Kulkarni, Krithika Iyer, Austin Tapp, Syed Muhammad Anwar, María J. Ledesma-Carbayo, Marius George Linguraru
2025 J jnl
MRI-to-CT Synthesis With Cranial Suture Segmentations Using A Variational Autoencoder Framework.
CoRR
Krithika Iyer, Austin Tapp, Athelia Rosa Paulli, Gabrielle Dickerson, Syed Muhammad Anwar, Natasha Leporé, Marius George Linguraru
2025 J jnl
Post-Processing Methods for Improving Accuracy in MRI Inpainting.
CoRR
Nishad Kulkarni, Krithika Iyer, Austin Tapp, Abhijeet Parida, Daniel Capellán-Martín, Zhifan Jiang, María J. Ledesma-Carbayo, Syed Muhammad Anwar, Marius George Linguraru
2025 — conf
Post-processing Methods for Improving Accuracy in MRI Inpainting.
BraTS-Lighthouse/AIMS-TBI@MICCAI (2)
Nishad Kulkarni, Krithika Iyer, Austin Tapp, Abhijeet Parida, Daniel Capellán-Martín, Zhifan Jiang, María J. Ledesma-Carbayo, Syed Muhammad Anwar, Marius George Linguraru
2025 — conf
Synthesis of Pathological Dual-Channel Color Doppler Echocardiograms for Equitable Diagnosis of Heart Diseases.
MICCAI (2)
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
2024 J jnl
Adult Glioma Segmentation in Sub-Saharan Africa using Transfer Learning on Stratified Finetuning Data.
CoRR
Abhijeet Parida, Daniel Capellán-Martín, Zhifan Jiang, Austin Tapp, Xinyang Liu, Syed Muhammad Anwar, María J. Ledesma-Carbayo, Marius George Linguraru
2024 — conf
Data Alchemy: Mitigating Cross-Site Model Variability Through Test Time Data Calibration.
MLMI@MICCAI (2)
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
2024 J jnl
Data Alchemy: Mitigating Cross-Site Model Variability Through Test Time Data Calibration.
CoRR
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
2024 — conf
LF_Deface: An Automated Tool for Defacing Pediatric Brain Low-Field MRI.
SIPAIM
Rahimeh Rouhi, Jeffrey Tanedo, Austin Tapp, Shreyash Zanjal, Kristy A. Donald, Victoria Nankabirwa, Sadia Parkar, Salman Osmani, Reda Tabassum, Sidra Kaleem Jafri, Sean C. L. Deoni, Marius George Linguraru, Natasha Leporé
2024 — conf
MR to CT Synthesis Using 3d Latent Diffusion.
ISBI
Austin Tapp, Abhijeet Parida, Can Zhao, Van Lam, Natasha Leporé, Syed Muhammad Anwar, Marius George Linguraru
2024 J jnl
Magnetic Resonance Imaging Feature-Based Subtyping and Model Ensemble for Enhanced Brain Tumor Segmentation.
CoRR
Zhifan Jiang, Daniel Capellán-Martín, Abhijeet Parida, Austin Tapp, Xinyang Liu, María J. Ledesma-Carbayo, Syed Muhammad Anwar, Marius George Linguraru
2024 J jnl
Model Ensemble for Brain Tumor Segmentation in Magnetic Resonance Imaging.
CoRR
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
2024 — conf
Quality Assurance and Hippocampal Segmentation on Low-Field Pediatric Magnetic Resonance Images.
LISA@MICCAI
Austin Tapp, Rahimeh Rouhi, Jeffrey Tanedo, Shreyash Zanjal, Sean C. L. Deoni, Marius George Linguraru, Natasha Leporé
2024 — conf
Super-Field MRI Synthesis for Infant Brains Enhanced by Dual Channel Latent Diffusion.
MICCAI (3)
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
2023 — conf
Model Ensemble for Brain Tumor Segmentation in Magnetic Resonance Imaging.
BraTS/CrossMoDA@MICCAI
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
2022 J jnl
Application of the 'Surgical GPS' to posterior spinal fusion procedures for scoliosis correction.
Comput. methods Biomech. Biomed. Eng. Imaging Vis.
Austin Tapp, James Bennett, Michel A. Audette
2021 — conf
Generation of Patient-Specific, Ligamentoskeletal, Finite Element Meshes for Scoliosis Correction Planning.
CLIP/DCL/LL-COVID19/PPML@MICCAI
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
2021 — conf
Towards Applications of the "Surgical GPS" on Spinal Procedures.
ANNSIM
Austin Tapp, Michel A. Audette, Ava Maghouli
2020 — conf
"Surgical Gps" Proof of Concept for Scoliosis Surgery.
SpringSim
Austin Tapp, Michel A. Audette
2018 — conf
Towards a Deformable Multi-surface Approach to Ligamentous Spine Models for Predictive Simulation-Based Scoliosis Surgery Planning.
CSI@MICCAI
Michel A. Audette, Jérôme Schmid, Craig Goodmurphy, Michael Polanco, Sebastian Y. Bawab, Austin Tapp, H. Sheldon St-Clair