Adrian Krenzer

Affiliations

Department of Artificial Intelligence and Knowledge Systems, Sanderring 2, 97070, Würzburg, Germany. adrian.krenzer@uni-wuerzburg.de.

ORCID: http://orcid.org/0000-0002-1593-3300

Publications (13)

Fast machine learning annotation in the medical domain: a semi-automated video annotation tool for gastroenterologists.

Biomedical engineering online

Avec: Adrian Krenzer , Kevin Makowski , Amar Hekalo , Daniel Fitting , Joel Troya , Wolfram G Zoller , Alexander Hann , Frank Puppe

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

Journal of imaging

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

Validating polyp and instrument segmentation methods in colonoscopy through Medico 2020 and MedAI 2021 Challenges.

Medical image analysis

Avec: Debesh Jha , Vanshali Sharma , Debapriya Banik , Debayan Bhattacharya , Kaushiki Roy , Steven A Hicks , Nikhil Kumar Tomar , Vajira Thambawita , Adrian Krenzer , Ge-Peng Ji , Sahadev Poudel , George Batchkala , Saruar Alam , Awadelrahman M A Ahmed , Quoc-Huy Trinh , Zeshan Khan , Tien-Phat Nguyen , Shruti Shrestha , Sabari Nathan , Jeonghwan Gwak , Ritika K Jha , Zheyuan Zhang , Alexander Schlaefer , Debotosh Bhattacharjee , M K Bhuyan , Pradip K Das , Deng-Ping Fan , Sravanthi Parasa , Sharib Ali , Michael A Riegler , Pål Halvorsen , Thomas de Lange , Ulas Bagci

Pilot study of a new freely available computer-aided polyp detection system in clinical practice.

International journal of colorectal disease

Avec: Thomas J Lux , Michael Banck , Zita Saßmannshausen , Joel Troya , Adrian Krenzer , Daniel Fitting , Boban Sudarevic , Wolfram G Zoller , Frank Puppe , Alexander Meining , Alexander Hann

Semi-Automated Machine Learning Video Annotation for Gastroenterologists.

Studies in health technology and informatics

Avec: Adrian Krenzer , Kevin Makowski , Amar Hekalo , Frank Puppe

Automated classification of polyps using deep learning architectures and few-shot learning.

BMC medical imaging

Avec: Adrian Krenzer , Stefan Heil , Daniel Fitting , Safa Matti , Wolfram G Zoller , Alexander Hann , Frank Puppe

A complete benchmark for polyp detection, segmentation and classification in colonoscopy images.

Frontiers in oncology

Avec: Yael Tudela , Mireia Majó , Neil de la Fuente , Adrian Galdran , Adrian Krenzer , Frank Puppe , Amine Yamlahi , Thuy Nuong Tran , Bogdan J Matuszewski , Kerr Fitzgerald , Cheng Bian , Junwen Pan , Shijle Liu , Gloria Fernández-Esparrach , Aymeric Histace , Jorge Bernal

Deep learning for detection and segmentation of artefact and disease instances in gastrointestinal endoscopy.

Medical image analysis

Avec: Sharib Ali , Mariia Dmitrieva , Noha Ghatwary , Sophia Bano , Gorkem Polat , Alptekin Temizel , Adrian Krenzer , Amar Hekalo , Yun Bo Guo , Bogdan Matuszewski , Mourad Gridach , Irina Voiculescu , Vishnusai Yoganand , Arnav Chavan , Aryan Raj , Nhan T Nguyen , Dat Q Tran , Le Duy Huynh , Nicolas Boutry , Shahadate Rezvy , Haijian Chen , Yoon Ho Choi , Anand Subramanian , Velmurugan Balasubramanian , Xiaohong W Gao , Hongyu Hu , Yusheng Liao , Danail Stoyanov , Christian Daul , Stefano Realdon , Renato Cannizzaro , Dominique Lamarque , Terry Tran-Nguyen , Adam Bailey , Barbara Braden , James E East , Jens Rittscher

Frame-by-Frame Analysis of a Commercially Available Artificial Intelligence Polyp Detection System in Full-Length Colonoscopies.

Digestion

Avec: Markus Brand , Joel Troya , Adrian Krenzer , Costanza De Maria , Niklas Mehlhase , Sebastian Götze , Benjamin Walter , Alexander Meining , Alexander Hann

Development and evaluation of a deep learning model to improve the usability of polyp detection systems during interventions.

United European gastroenterology journal

Avec: Markus Brand , Joel Troya , Adrian Krenzer , Zita Saßmannshausen , Wolfram G Zoller , Alexander Meining , Thomas J Lux , Alexander Hann

New concept for colonoscopy including side optics and artificial intelligence.

Gastrointestinal endoscopy

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

A video based benchmark data set (ENDOTEST) to evaluate computer-aided polyp detection systems.

Scandinavian journal of gastroenterology

Avec: Daniel Fitting , Adrian Krenzer , Joel Troya , Michael Banck , Boban Sudarevic , Markus Brand , Wolfgang Böck , Wolfram G Zoller , Thomas Rösch , Frank Puppe , Alexander Meining , Alexander Hann

Direct comparison of multiple computer-aided polyp detection systems.

Endoscopy

Avec: Joel Troya , Boban Sudarevic , Adrian Krenzer , Michael Banck , Markus Brand , Benjamin M Walter , Frank Puppe , Wolfram G Zoller , Alexander Meining , Alexander Hann

Réseau de co-auteurs

Alexander Hann 9 collaborations

Frank Puppe 9 collaborations

Joel Troya 8 collaborations

Wolfram G Zoller 6 collaborations

Alexander Meining 6 collaborations

Daniel Fitting 5 collaborations

Michael Banck 5 collaborations

Boban Sudarevic 5 collaborations

Amar Hekalo 4 collaborations

Markus Brand 4 collaborations

Kevin Makowski 3 collaborations

Sharib Ali 2 collaborations

Thomas J Lux 2 collaborations

Zita Saßmannshausen 2 collaborations

Wolfgang G Zoller 1 collaboration

Debesh Jha 1 collaboration

Vanshali Sharma 1 collaboration

Debapriya Banik 1 collaboration

Debayan Bhattacharya 1 collaboration

Kaushiki Roy 1 collaboration

Steven A Hicks 1 collaboration

Nikhil Kumar Tomar 1 collaboration

Vajira Thambawita 1 collaboration

Ge-Peng Ji 1 collaboration

Sahadev Poudel 1 collaboration

George Batchkala 1 collaboration

Saruar Alam 1 collaboration

Awadelrahman M A Ahmed 1 collaboration

Quoc-Huy Trinh 1 collaboration

Zeshan Khan 1 collaboration

Tien-Phat Nguyen 1 collaboration

Shruti Shrestha 1 collaboration

Sabari Nathan 1 collaboration

Jeonghwan Gwak 1 collaboration

Ritika K Jha 1 collaboration

Zheyuan Zhang 1 collaboration

Alexander Schlaefer 1 collaboration

Debotosh Bhattacharjee 1 collaboration

M K Bhuyan 1 collaboration

Pradip K Das 1 collaboration

Deng-Ping Fan 1 collaboration

Sravanthi Parasa 1 collaboration

Michael A Riegler 1 collaboration

Pål Halvorsen 1 collaboration

Thomas de Lange 1 collaboration

Ulas Bagci 1 collaboration

Stefan Heil 1 collaboration

Safa Matti 1 collaboration

Yael Tudela 1 collaboration

Mireia Majó 1 collaboration

Neil de la Fuente 1 collaboration

Adrian Galdran 1 collaboration

Amine Yamlahi 1 collaboration

Thuy Nuong Tran 1 collaboration

Bogdan J Matuszewski 1 collaboration

Kerr Fitzgerald 1 collaboration

Cheng Bian 1 collaboration

Junwen Pan 1 collaboration

Shijle Liu 1 collaboration

Gloria Fernández-Esparrach 1 collaboration

Aymeric Histace 1 collaboration

Jorge Bernal 1 collaboration

Mariia Dmitrieva 1 collaboration

Noha Ghatwary 1 collaboration

Sophia Bano 1 collaboration

Gorkem Polat 1 collaboration

Alptekin Temizel 1 collaboration

Yun Bo Guo 1 collaboration

Bogdan Matuszewski 1 collaboration

Mourad Gridach 1 collaboration

Irina Voiculescu 1 collaboration

Vishnusai Yoganand 1 collaboration

Arnav Chavan 1 collaboration

Aryan Raj 1 collaboration

Nhan T Nguyen 1 collaboration

Dat Q Tran 1 collaboration

Le Duy Huynh 1 collaboration

Nicolas Boutry 1 collaboration

Shahadate Rezvy 1 collaboration

Haijian Chen 1 collaboration

Yoon Ho Choi 1 collaboration

Anand Subramanian 1 collaboration

Velmurugan Balasubramanian 1 collaboration

Xiaohong W Gao 1 collaboration

Hongyu Hu 1 collaboration

Yusheng Liao 1 collaboration

Danail Stoyanov 1 collaboration

Christian Daul 1 collaboration

Stefano Realdon 1 collaboration

Renato Cannizzaro 1 collaboration

Dominique Lamarque 1 collaboration

Terry Tran-Nguyen 1 collaboration

Adam Bailey 1 collaboration

Barbara Braden 1 collaboration

James E East 1 collaboration

Jens Rittscher 1 collaboration

Costanza De Maria 1 collaboration

Niklas Mehlhase 1 collaboration

Sebastian Götze 1 collaboration

Benjamin Walter 1 collaboration

Krzysztof Flisikowski 1 collaboration

Wolfgang Böck 1 collaboration

Thomas Rösch 1 collaboration

Benjamin M Walter 1 collaboration