Joel Troya

According to our database, Joel Troya authored at least 4 papers between 2022 and 2026.

Collaborative distances:

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

2026

Gastrointestinal endoscopic image style transfer using EndoStyle to improve artificial intelligence prediction models.

Joel Troya, Ioannis Kafetzis, Ronja Weber, Yun Chiang, Venkatesh Parayitam, Philipp Sodmann, Dieter Ziegler, Frank Puppe, Andreas Nüchter, Alexander Meining, Alexander Hann

npj Digit. Medicine, 2026

Artificial intelligence assisted colorectal lesion detection in private practices a randomized controlled study.

Thomas J. Lux, Zita Saßmannshausen, Ioannis Kafetzis, Michael Banck, Adrian Krenzer, Daniel Fitting, Boban Sudarevic, Joel Troya, Wolfgang Boeck, Frank Passek, Tobias Heubach, Benjamin Simonis, Franz J. Heil, Leopold Ludwig, Frank Puppe, Wolfram G. Zoller, Alexander Meining, Alexander Hann

npj Digit. Medicine, 2026

2023

A Real-Time Polyp-Detection System with Clinical Application in Colonoscopy Using Deep Convolutional Neural Networks.

Adrian Krenzer, Michael Banck, Kevin Makowski, Amar Hekalo, Daniel Fitting, Joel Troya, Boban Sudarevic, Wolfgang G. Zoller, Alexander Hann, Frank Puppe

J. Imaging, 2023

2022

A User Interface for Automatic Polyp Detection Based on Deep Learning with Extended Vision.

Adrian Krenzer, Joel Troya, Michael Banck, Boban Sudarevic, Krzysztof Flisikowski, Alexander Meining, Frank Puppe

Proceedings of the Medical Image Understanding and Analysis - 26th Annual Conference, 2022