Accueil
Adrian Krenzer
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