Fabien Maldonado

According to our database, Fabien Maldonado authored at least 26 papers between 2016 and 2025.

Collaborative distances:

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

2025

Self-supervised learning of imaging and clinical signatures using a multimodal joint-embedding predictive architecture.

Thomas Z. Li, Aravind R. Krishnan, Lianrui Zuo, John M. Still, Kim L. Sandler, Fabien Maldonado, Thomas A. Lasko, Bennett A. Landman

CoRR, September, 2025

Multipath cycleGAN for harmonization of paired and unpaired low-dose lung computed tomography reconstruction kernels.

Aravind R. Krishnan, Thomas Z. Li, Lucas W. Remedios, Michael E. Kim, Chenyu Gao, Gaurav Rudravaram, Elyssa M. McMaster, Adam M. Saunders, Shunxing Bao, Kaiwen Xu, Lianrui Zuo, Kim L. Sandler, Fabien Maldonado, Yuankai Huo, Bennett A. Landman

CoRR, May, 2025

Investigating the impact of kernel harmonization and deformable registration on inspiratory and expiratory chest CT images for people with COPD.

Aravind R. Krishnan, Yihao Liu, Kaiwen Xu, Michael E. Kim, Lucas W. Remedios, Gaurav Rudravaram, Adam M. Saunders, Bradley W. Richmond, Kim L. Sandler, Fabien Maldonado, Bennett A. Landman, Lianrui Zuo

CoRR, February, 2025

Robust Body Composition Analysis by Generating 3D CT Volumes from Limited 2D Slices.

Lianrui Zuo, Xin Yu, Dingjie Su, Kaiwen Xu, Aravind R. Krishnan, Yihao Liu, Shunxing Bao, Fabien Maldonado, Luigi Ferrucci, Bennett A. Landman

CoRR, January, 2025

Beyond the Lungs: Extending the Field of View in Chest CT with Latent Diffusion Models.

Lianrui Zuo, Kaiwen Xu, Dingjie Su, Xin Yu, Aravind R. Krishnan, Yihao Liu, Shunxing Bao, Thomas Z. Li, Kim L. Sandler, Fabien Maldonado, Bennett A. Landman

CoRR, January, 2025

Unsupervised discovery of clinical disease signatures using probabilistic independence.

Thomas A. Lasko, William W. Stead, John M. Still, Thomas Z. Li, Michael N. Kammer, Marco Barbero Mota, Eric V. Strobl, Bennett A. Landman, Fabien Maldonado

J. Biomed. Informatics, 2025

CT Contrast Phase Identification by Predicting the Temporal Angle Using Circular Regression.

Dingjie Su, Katherine D. Van Schaik, Lucas W. Remedios, Thomas Z. Li, Fabien Maldonado, Kim L. Sandler, Benoit M. Dawant, Bennett A. Landman

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

2024

Unsupervised Discovery of Clinical Disease Signatures Using Probabilistic Independence.

Thomas A. Lasko, John M. Still, Thomas Z. Li, Marco Barbero Mota, William W. Stead, Eric V. Strobl, Bennett A. Landman, Fabien Maldonado

CoRR, 2024

2023

Autonomous medical needle steering in vivo.

Alan Kuntz, Maxwell Emerson, Tayfun Efe Ertop, Inbar Fried, Mengyu Fu, Janine Hoelscher, Margaret Rox, Jason A. Akulian, Erin A. Gillaspie, Yueh Z. Lee, Fabien Maldonado, Robert J. Webster III, Ron Alterovitz

Sci. Robotics, September, 2023

Body composition assessment with limited field-of-view computed tomography: A semantic image extension perspective.

Kaiwen Xu, Thomas Z. Li, Mirza S. Khan, Riqiang Gao, Sanja L. Antic, Yuankai Huo, Kim L. Sandler, Fabien Maldonado, Bennett A. Landman

Medical Image Anal., August, 2023

Toward Continuum Robot Tentacles for Lung Interventions: Exploring Folding Support Disks.

Margaret Rox, Daniel S. Esser, Mariana E. Smith, Tayfun Efe Ertop, Maxwell Emerson, Fabien Maldonado, Erin A. Gillaspie, Alan Kuntz, Robert J. Webster III

IEEE Robotics Autom. Lett., June, 2023

Inter-vendor harmonization of Computed Tomography (CT) reconstruction kernels using unpaired image translation.

Aravind R. Krishnan, Kaiwen Xu, Thomas Z. Li, Chenyu Gao, Lucas W. Remedios, Praitayini Kanakaraj, Ho Hin Lee, Shunxing Bao, Kim L. Sandler, Fabien Maldonado, Ivana Isgum, Bennett A. Landman

CoRR, 2023

Zero-shot CT Field-of-view Completion with Unconditional Generative Diffusion Prior.

Kaiwen Xu, Aravind R. Krishnan, Thomas Z. Li, Yuankai Huo, Kim L. Sandler, Fabien Maldonado, Bennett A. Landman

CoRR, 2023

Stratification of lung cancer risk with thoracic imaging phenotypes.

Kaiwen Xu, Mirza S. Khan, Thomas Z. Li, Riqiang Gao, Sanja L. Antic, Yuankai Huo, Kim L. Sandler, Fabien Maldonado, Bennett A. Landman

Proceedings of the Medical Imaging 2023: Image Processing, 2023

Time-distance vision transformers in lung cancer diagnosis from longitudinal computed tomography.

Thomas Z. Li, Kaiwen Xu, Riqiang Gao, Yucheng Tang, Thomas A. Lasko, Fabien Maldonado, Kim L. Sandler, Bennett A. Landman

Proceedings of the Medical Imaging 2023: Image Processing, 2023

Longitudinal Multimodal Transformer Integrating Imaging and Latent Clinical Signatures from Routine EHRs for Pulmonary Nodule Classification.

Thomas Z. Li, John M. Still, Kaiwen Xu, Ho Hin Lee, Leon Y. Cai, Aravind R. Krishnan, Riqiang Gao, Mirza S. Khan, Sanja Antic, Michael N. Kammer, Kim L. Sandler, Fabien Maldonado, Bennett A. Landman, Thomas A. Lasko

Proceedings of the Medical Image Computing and Computer Assisted Intervention - MICCAI 2023, 2023

2022

A Comparative Study of Confidence Calibration in Deep Learning: From Computer Vision to Medical Imaging.

Riqiang Gao, Thomas Z. Li, Yucheng Tang, Zhoubing Xu, Michael N. Kammer, Sanja L. Antic, Kim L. Sandler, Fabien Maldonado, Thomas A. Lasko, Bennett A. Landman

CoRR, 2022

Reducing uncertainty in cancer risk estimation for patients with indeterminate pulmonary nodules using an integrated deep learning model.

Riqiang Gao, Thomas Z. Li, Yucheng Tang, Kaiwen Xu, Mirza S. Khan, Michael N. Kammer, Sanja L. Antic, Stephen Deppen, Yuankai Huo, Thomas A. Lasko, Kim L. Sandler, Fabien Maldonado, Bennett A. Landman

Comput. Biol. Medicine, 2022

Extending the value of routine lung screening CT with quantitative body composition assessment.

Kaiwen Xu, Riqiang Gao, Yucheng Tang, Steve A. Deppen, Kim L. Sandler, Michael N. Kammer, Sanja L. Antic, Fabien Maldonado, Yuankai Huo, Mirza S. Khan, Bennett A. Landman

Proceedings of the Medical Imaging 2022: Image Processing, 2022

2021

The Vanderbilt Open-Source Ventilator: From Napkin Sketch to Ready to Save Lives in Three Weeks.

Joshua B. Gafford, Kevin C. Galloway, Scott Webster, Maxwell Emerson, Katherine E. Riojas, Dominick S. Ropella, Andrew Tumen, Fabien Maldonado, Matthew Bacchetta, Eric J. Barth, S. Duke Herrell, Robert James Webster III

IEEE Robotics Autom. Mag., 2021

2020

Decoupling Steerability From Diameter: Helical Dovetail Laser Patterning for Steerable Needles.

Margaret Rox, Maxwell Emerson, Tayfun Efe Ertop, Inbar Fried, Mengyu Fu, Janine Hoelscher, Alan Kuntz, Josephine Granna, Jason E. Mitchell, Michael Lester, Fabien Maldonado, Erin A. Gillaspie, Jason A. Akulian, Ron Alterovitz, Robert J. Webster III

IEEE Access, 2020

A Recurrent Neural Network Approach to Roll Estimation for Needle Steering.

Maxwell Emerson, James M. Ferguson, Tayfun Efe Ertop, Margaret Rox, Josephine Granna, Michael Lester, Fabien Maldonado, Erin A. Gillaspie, Ron Alterovitz, Robert J. Webster III, Alan Kuntz

Proceedings of the Experimental Robotics - The 17th International Symposium, 2020

2019

Design and control of a compact modular robot for transbronchial lung biopsy.

Stephanie Amack, Margaret Rox, Jason E. Mitchell, Tayfun Efe Ertop, Maxwell Emerson, Alan Kuntz, Fabien Maldonado, Jason A. Akulian, Joshua B. Gafford, Ron Alterovitz, Robert J. Webster III

Proceedings of the Medical Imaging 2019: Image-Guided Procedures, 2019

2018

Kinematic Design Optimization of a Parallel Surgical Robot to Maximize Anatomical Visibility via Motion Planning.

Alan Kuntz, Chris Bowen, Cenk Baykal, Arthur W. Mahoney, Patrick L. Anderson, Fabien Maldonado, Robert J. Webster III, Ron Alterovitz

Proceedings of the 2018 IEEE International Conference on Robotics and Automation, 2018

2017

Motion planning for continuum reconfigurable incisionless surgical parallel robots.

Alan Kuntz, Arthur W. Mahoney, Nicolas E. Peckman, Patrick L. Anderson, Fabien Maldonado, Robert J. Webster III, Ron Alterovitz

Proceedings of the 2017 IEEE/RSJ International Conference on Intelligent Robots and Systems, 2017

2016

Reconfigurable parallel continuum robots for incisionless surgery.

Arthur W. Mahoney, Patrick L. Anderson, Philip J. Swaney, Fabien Maldonado, Robert J. Webster III

Proceedings of the 2016 IEEE/RSJ International Conference on Intelligent Robots and Systems, 2016