John E. Pandolfino

Publication Activity (10 Years)

Years Active: 2014-2022
Publications (10 Years): 8

Top Topics

Machine Learning

Diagnostic Process

Top Venues

Artif. Intell. Medicine

J. Comput. Phys.

Comput. Biol. Medicine

Publications

Wenjun Kou, Dustin A. Carlson, Alexandra J. Baumann, Erica N. Donnan, Jacob M. Schauer, Mozziyar Etemadi, John E. Pandolfino
A multi-stage machine learning model for diagnosis of esophageal manometry. Artif. Intell. Medicine 124 (2022)
Sourav Halder, Jun Yamasaki, Shashank Acharya, Wenjun Kou, Guy Elisha, Dustin A. Carlson, Peter J. Kahrilas, John E. Pandolfino, Neelesh A. Patankar
Virtual disease landscape using mechanics-informed machine learning: Application to esophageal disorders. Artif. Intell. Medicine 134 (2022)
Shashank Acharya, Sourav Halder, Wenjun Kou, Peter J. Kahrilas, John E. Pandolfino, Neelesh A. Patankar
A fully resolved multiphysics model of gastric peristalsis and bolus emptying in the upper gastrointestinal tract. Comput. Biol. Medicine 143 (2022)
Sourav Halder, Ethan M. Johnson, Jun Yamasaki, Peter J. Kahrilas, Michael Markl, John E. Pandolfino, Neelesh A. Patankar
MRI-MECH: Mechanics-informed MRI to estimate esophageal health. CoRR (2022)
Wenjun Kou, Dustin A. Carlson, Alexandra J. Baumann, Erica N. Donnan, Jacob M. Schauer, Mozziyar Etemadi, John E. Pandolfino
A multi-stage machine learning model on diagnosis of esophageal manometry. CoRR (2021)
Sourav Halder, Jun Yamasaki, Shashank Acharya, Wenjun Kou, Guy Elisha, Dustin A. Carlson, Peter J. Kahrilas, John E. Pandolfino, Neelesh A. Patankar
Esophageal virtual disease landscape using mechanics-informed machine learning. CoRR (2021)
Wenjun Kou, Dustin A. Carlson, Alexandra J. Baumann, Erica Donnan, Yuan Luo, John E. Pandolfino, Mozziyar Etemadi
A deep-learning-based unsupervised model on esophageal manometry using variational autoencoder. Artif. Intell. Medicine 112 (2021)
Wenjun Kou, Boyce E. Griffith, John E. Pandolfino, Peter J. Kahrilas, Neelesh A. Patankar
A continuum mechanics-based musculo-mechanical model for esophageal transport. J. Comput. Phys. 348 (2017)
Wenjun Kou, Amneet Pal Singh Bhalla, Boyce E. Griffith, John E. Pandolfino, Peter J. Kahrilas, Neelesh A. Patankar
A fully resolved active musculo-mechanical model for esophageal transport. J. Comput. Phys. 298 (2015)
Zhiyue Lin, Yinglian Xiao, Ikuo Hirano, Peter J. Kahrilas, John E. Pandolfino
Automated deviation and modoling of the pressure-geometry relationship of esophageal body in impedance planimetry studies. ChinaSIP (2014)