Dustin A. Carlson

Publication Activity (10 Years)

Years Active: 2021-2022
Publications (10 Years): 5

Top Topics

Assembly Systems

Stochastic Programming

Machine Learning

Disease Diagnosis

Top Venues

Artif. Intell. 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)
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)