Krenzer, Adrian - Lehrstuhl für Künstliche Intelligenz und Wissenssysteme

K{\"u}nstliche Intelligenz zur Detektion von Kolonpolypen-Detaillierte Aufarbeitung relevanter Faktoren mittels Einzelbildanalyse. Brand, M; Troya, J; Krenzer, A; Mehlhase, N; Walter, B; Meining, A; Hann, A in Zeitschrift f{\"u}r Gastroenterologie (2021). 59(08) A-327.

[ BibTeX ]
[ URL ]

@article{brand2021kunstliche,
  author = {Brand, M and Troya, J and Krenzer, A and Mehlhase, N and Walter, B and Meining, A and Hann, A},
  journal = {Zeitschrift f{\"u}r Gastroenterologie},
  keywords = {myown},
  number = {08},
  pages = {A–327},
  publisher = {Georg Thieme Verlag KG},
  title = {K{\"u}nstliche Intelligenz zur Detektion von Kolonpolypen-Detaillierte Aufarbeitung relevanter Faktoren mittels Einzelbildanalyse},
  volume = 59,
  year = 2021
}

Entwicklung des Polypendetektionssystems ENDOMIND und Vergleich mit einem kommerziell erh{\"a}ltlichen CADe System. Fitting, D; Krenzer, A; Troya, J; B{\"o}ck, W; Meining, A; Alexander, H; others in Zeitschrift f{\"u}r Gastroenterologie (2021). 59(08) A-325.

[ BibTeX ]
[ URL ]

@article{fitting2021entwicklung,
  author = {Fitting, D and Krenzer, A and Troya, J and B{\"o}ck, W and Meining, A and Alexander, H and others},
  journal = {Zeitschrift f{\"u}r Gastroenterologie},
  keywords = {myown},
  number = {08},
  pages = {A–325},
  publisher = {Georg Thieme Verlag KG},
  title = {Entwicklung des Polypendetektionssystems ENDOMIND und Vergleich mit einem kommerziell erh{\"a}ltlichen CADe System},
  volume = 59,
  year = 2021
}

Fast Machine Learning Annotation in the Medical Domain: A Semi-Automated Video Annotation Tool for Gastroenterologists. Krenzer, Adrian; Makowski, Kevin; Hekalo, Amar; Fitting, Daniel; Troya, Joel; Zoller, Wolfram G; Hann, Alexander; Puppe, Frank (2021).

[ BibTeX ]
[ URL ]

@article{krenzer2021fast,
  author = {Krenzer, Adrian and Makowski, Kevin and Hekalo, Amar and Fitting, Daniel and Troya, Joel and Zoller, Wolfram G and Hann, Alexander and Puppe, Frank},
  keywords = {myown},
  title = {Fast Machine Learning Annotation in the Medical Domain: A Semi-Automated Video Annotation Tool for Gastroenterologists},
  year = 2021
}

Semi-Automated Machine Learning Video Annotation for Gastroenterologists. Krenzer, Adrian; Makowski, Kevin; Hekalo, Amar; Puppe, Frank in Studies in health technology and informatics (2021). 281 484–485.

[ BibTeX ]
[ URL ]

@article{krenzer2021semi,
  author = {Krenzer, Adrian and Makowski, Kevin and Hekalo, Amar and Puppe, Frank},
  journal = {Studies in health technology and informatics},
  keywords = {myown},
  pages = {484–485},
  title = {Semi-Automated Machine Learning Video Annotation for Gastroenterologists},
  volume = 281,
  year = 2021
}

Deep learning for detection and segmentation of artefact and disease instances in gastrointestinal endoscopy. Ali, Sharib; Dmitrieva, Mariia; Ghatwary, Noha; Bano, Sophia; Polat, Gorkem; Temizel, Alptekin; Krenzer, Adrian; Hekalo, Amar; Guo, Yun Bo; Matuszewski, Bogdan; others in Medical image analysis (2021). 70 102002.

[ BibTeX ]
[ URL ]

@article{ali2021deep,
  author = {Ali, Sharib and Dmitrieva, Mariia and Ghatwary, Noha and Bano, Sophia and Polat, Gorkem and Temizel, Alptekin and Krenzer, Adrian and Hekalo, Amar and Guo, Yun Bo and Matuszewski, Bogdan and others},
  journal = {Medical image analysis},
  keywords = {myown},
  pages = 102002,
  publisher = {Elsevier},
  title = {Deep learning for detection and segmentation of artefact and disease instances in gastrointestinal endoscopy},
  volume = 70,
  year = 2021
}

K{\"u}nstliche Intelligenz zur Detektion von Kolonpolypen-eine systematische Aufarbeitung relevanter Faktoren. Brand, M; Troya, JS; Krenzer, A; De Maria, C; Mehlhase, N; Walter, B; Meining, A; Hann, A in Zeitschrift f{\"u}r Gastroenterologie (2020). 58(08) PKV-33.

[ BibTeX ]
[ URL ]

@article{brand2020kunstliche,
  author = {Brand, M and Troya, JS and Krenzer, A and De Maria, C and Mehlhase, N and Walter, B and Meining, A and Hann, A},
  journal = {Zeitschrift f{\"u}r Gastroenterologie},
  keywords = {myown},
  number = {08},
  pages = {PKV–33},
  publisher = {{\copyright} Georg Thieme Verlag KG},
  title = {K{\"u}nstliche Intelligenz zur Detektion von Kolonpolypen-eine systematische Aufarbeitung relevanter Faktoren},
  volume = 58,
  year = 2020
}

Bigger Networks are not Always Better: Deep Convolutional Neural Networks for Automated Polyp Segmentation. Krenzer, Adrian; Frank, Puppe (2020).

[ BibTeX ]
[ URL ]

@article{krenzer2020bigger,
  author = {Krenzer, Adrian and Frank, Puppe},
  keywords = {myown},
  title = {Bigger Networks are not Always Better: Deep Convolutional Neural Networks for Automated Polyp Segmentation},
  year = 2020
}

Endoscopic Detection and Segmentation of Gastroenterological Diseases with Deep Convolutional Neural Networks Krenzer, Adrian; Hekalo, Amar; Puppe, Frank (S. Ali; C. Daul; J. Rittscher; D. Stoyanov; E. Grisan, reds.) (2020). (Vol. 2595) CEUR-WS.

[ BibTeX ]
[ URL ]

@proceedings{krenzer2020endoscopic,
  author = {Krenzer, Adrian and Hekalo, Amar and Puppe, Frank},
  editor = {Ali, Sharib and Daul, Christian and Rittscher, Jens and Stoyanov, Danail and Grisan, Enrico},
  keywords = {myown},
  month = {apr},
  publisher = {CEUR-WS},
  title = {Endoscopic Detection and Segmentation of Gastroenterological Diseases with Deep Convolutional Neural Networks},
  volume = 2595,
  year = 2020
}

Augmented Intelligence for Quality Control of Manual Assembly Processes using Industrial Wearable Systems. Krenzer, Adrian; Stein, Nikolai; Griebel, Matthias; Flath, Christoph (2019).

[ BibTeX ]
[ URL ]

@article{krenzer2019augmented,
  author = {Krenzer, Adrian and Stein, Nikolai and Griebel, Matthias and Flath, Christoph},
  keywords = {myown},
  title = {Augmented Intelligence for Quality Control of Manual Assembly Processes using Industrial Wearable Systems},
  year = 2019
}

Term	Course
Summer 2020	Softwaretechnik
Winter 2020/2021	Künstliche Intelligenz II
Summer 2021	Softwaretechnik

Adrian Krenzer, M. Sc.

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Teaching

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