Dustin A. Carlson

According to our database, Dustin A. Carlson authored at least 5 papers between 2021 and 2025.

Collaborative distances:

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

2025

From Scope to Script: An Automated Report Generation Model for Gastrointestinal Endoscopy.

Evandros Kaklamanos, Kristjana Kristinsdottir, Jonathan Huang, Dustin A. Carlson, Rajesh Keswani, John E. Pandolfino, Mozziyar Etemadi

Proceedings of the Deep Generative Models - 5th MICCAI Workshop, 2025

2022

A multi-stage machine learning model for diagnosis of esophageal manometry.

Wenjun Kou, Dustin A. Carlson, Alexandra J. Baumann, Erica N. Donnan, Jacob M. Schauer, Mozziyar Etemadi, John E. Pandolfino

Artif. Intell. Medicine, 2022

Virtual disease landscape using mechanics-informed machine learning: Application to esophageal disorders.

Sourav Halder, Jun Yamasaki, Shashank Acharya, Wenjun Kou, Guy Elisha, Dustin A. Carlson, Peter J. Kahrilas, John E. Pandolfino, Neelesh A. Patankar

Artif. Intell. Medicine, 2022

2021

Esophageal virtual disease landscape using mechanics-informed machine learning.

Sourav Halder, Jun Yamasaki, Shashank Acharya, Wenjun Kou, Guy Elisha, Dustin A. Carlson, Peter J. Kahrilas, John E. Pandolfino, Neelesh A. Patankar

CoRR, 2021

A deep-learning-based unsupervised model on esophageal manometry using variational autoencoder.

Wenjun Kou, Dustin A. Carlson, Alexandra J. Baumann, Erica Donnan, Yuan Luo, John E. Pandolfino, Mozziyar Etemadi

Artif. Intell. Medicine, 2021