Adrian Krenzer

Publication Activity (10 Years)

Years Active: 2019-2024
Publications (10 Years): 15

Top Topics

Video Annotation

Ct Colonography

Polyp Detection

Top Venues

Publications

Micha V. Nowak, Tim P. Bott, David Khachaturov, Frank Puppe, Adrian Krenzer, Amar Hekalo
QBI: Quantile-based Bias Initialization for Efficient Private Data Reconstruction in Federated Learning. CoRR (2024)
Christian Hauptmann, Adrian Krenzer, Antonia Krause, Frank Puppe
ADEA: An Argumentative Dialogue Dataset on Ethical Issues Concerning Future A.I. Applications. LREC/COLING (2024)
Christian Hauptmann, Adrian Krenzer, Justin Völkel, Frank Puppe
Argumentation effect of a chatbot for ethical discussions about autonomous AI scenarios. Knowl. Inf. Syst. 66 (6) (2024)
Adrian Krenzer, Frank Puppe
A Comparative Study of Video-Based Analysis Using Machine Learning for Polyp Classification. KI (2023)
Adrian Krenzer, Stefan Heil, Daniel Fitting, Safa Matti, Wolfram G. Zoller, Alexander Hann, Frank Puppe
Automated classification of polyps using deep learning architectures and few-shot learning. BMC Medical Imaging 23 (1) (2023)
Adrian Krenzer, Michael Banck, Kevin Makowski, Amar Hekalo, Daniel Fitting, Joel Troya, Boban Sudarevic, Wolfgang G. Zoller, Alexander Hann, Frank Puppe
A Real-Time Polyp-Detection System with Clinical Application in Colonoscopy Using Deep Convolutional Neural Networks. J. Imaging 9 (2) (2023)
Debesh Jha, Vanshali Sharma, Debapriya Banik, Debayan Bhattacharya, Kaushiki Roy, Steven Alexander 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 Kumari Jha, Zheyuan Zhang, Alexander Schlaefer, Debotosh Bhattacharjee, Manas Kamal Bhuyan, Pradip K. Das, Sravanthi Parasa, Sharib Ali, Michael A. Riegler, Pål Halvorsen, Ulas Bagci, Thomas de Lange
An objective validation of polyp and instrument segmentation methods in colonoscopy through Medico 2020 polyp segmentation and MedAI 2021 transparency challenges. CoRR (2023)
Adrian Krenzer, Joel Troya, Michael Banck, Boban Sudarevic, Krzysztof Flisikowski, Alexander Meining, Frank Puppe
A User Interface for Automatic Polyp Detection Based on Deep Learning with Extended Vision. MIUA (2022)
Adrian Krenzer, Philipp Sodmann, Nico Hasler, Frank Puppe
Deep Learning using temporal information for automatic polyp detection. EndoCV@ISBI (2022)
Sharib Ali, Mariia Dmitrieva, Noha M. Ghatwary, Sophia Bano, Gorkem Polat, Alptekin Temizel, Adrian Krenzer, Amar Hekalo, Yun Bo Guo, Bogdan J. Matuszewski, Mourad Gridach, Irina Voiculescu, Vishnusai Yoganand, Arnav Chavan, Aryan Raj, Nhan T. Nguyen, Dat Q. Tran, Lê 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
Deep learning for detection and segmentation of artefact and disease instances in gastrointestinal endoscopy. Medical Image Anal. 70 (2021)
Adrian Krenzer, Kevin Makowski, Amar Hekalo, Frank Puppe
Semi-Automated Machine Learning Video Annotation for Gastroenterologists. MIE (2021)
Sharib Ali, Mariia Dmitrieva, Noha M. Ghatwary, Sophia Bano, Gorkem Polat, Alptekin Temizel, Adrian Krenzer, Amar Hekalo, Yun Bo Guo, Bogdan J. Matuszewski, Mourad Gridach, Irina Voiculescu, Vishnusai Yoganand, Arnav Chavan, Aryan Raj, Nhan T. Nguyen, Dat Q. Tran, Lê 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
A translational pathway of deep learning methods in GastroIntestinal Endoscopy. CoRR (2020)
Adrian Krenzer, Amar Hekalo, Frank Puppe
Endoscopic Detection And Segmentation Of Gastroenterological Diseases With Deep Convolutional Neural Networks. EndoCV@ISBI (2020)
Adrian Krenzer, Frank Puppe
Bigger Networks are not Always Better: Deep Convolutional Neural Networks for Automated Polyp Segmentation. MediaEval (2020)
Adrian Krenzer, Nikolai Stein, Matthias Griebel, Christoph Flath
Augmented Intelligence for Quality Control of Manual Assembly Processes using Industrial Wearable Systems. ICIS (2019)