Peter A. Fasching

According to our database, Peter A. Fasching authored at least 24 papers between 2014 and 2024.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2024

Analysing Diffusion Segmentation for Medical Images.

Mathias Öttl, Siyuan Mei, Frauke Wilm, Jana Steenpass, Matthias Rübner, Arndt Hartmann, Matthias W. Beckmann, Peter A. Fasching, Andreas K. Maier, Ramona Erber, Katharina Breininger

CoRR, 2024

Style-Extracting Diffusion Models for Semi-Supervised Histopathology Segmentation.

Mathias Öttl, Frauke Wilm, Jana Steenpass, Jingna Qiu, Matthias Rübner, Arndt Hartmann, Matthias W. Beckmann, Peter A. Fasching, Andreas K. Maier, Ramona Erber, Bernhard Kainz, Katharina Breininger

CoRR, 2024

2023

Prevalence and course of pregnancy symptoms using self-reported pregnancy app symptom tracker data.

Michael Nissen, Nuria Barrios Campo, Madeleine Flaucher, Katharina M. Jaeger, Adriana Titzmann, Dominik Blunck, Peter A. Fasching, Victoria Engelhardt, Bjoern M. Eskofier, Heike Leutheuser

npj Digit. Medicine, 2023

Improved HER2 Tumor Segmentation with Subtype Balancing Using Deep Generative Networks.

Mathias Öttl, Jana Steenpass, Matthias Rübner, Carol I. Geppert, Jingna Qiu, Frauke Wilm, Arndt Hartmann, Matthias W. Beckmann, Peter A. Fasching, Andreas Maier, Ramona Erber, Katharina Breininger

Proceedings of the 20th IEEE International Symposium on Biomedical Imaging, 2023

WebPPG: Feasibility and Usability of Self-Performed, Browser-Based Smartphone Photoplethysmography.

Michael Nissen, Madeleine Flaucher, Katharina M. Jaeger, Hanna Huebner, Nina Danzberger, Adriana Titzmann, Constanza A. Pontones, Peter A. Fasching, Bjoern M. Eskofier, Heike Leutheuser

Proceedings of the 45th Annual International Conference of the IEEE Engineering in Medicine & Biology Society, 2023

Fetal Re-Identification in Multiple Pregnancy Ultrasound Images Using Deep Learning.

Elisabeth Gabler, Michael Nissen, Thomas R. Altstidl, Adriana Titzmann, Kai Packhäuser, Andreas K. Maier, Peter A. Fasching, Bjoern M. Eskofier, Heike Leutheuser

Proceedings of the 45th Annual International Conference of the IEEE Engineering in Medicine & Biology Society, 2023

Prediction of QT Prolongation in Advanced Breast Cancer Patients Using Survival Modelling Algorithms.

Asmir Vodencarevic, Julia Kreuzeder, Achim Wöckel, Peter A. Fasching

Proceedings of the 12th International Conference on Data Science, 2023

2022

Improved HER2 Tumor Segmentation with Subtype Balancing using Deep Generative Networks.

Mathias Öttl, Jana Mönius, Matthias Rübner, Carol I. Geppert, Jingna Qiu, Frauke Wilm, Arndt Hartmann, Matthias W. Beckmann, Peter A. Fasching, Andreas K. Maier, Ramona Erber, Katharina Breininger

CoRR, 2022

Superpixel Pre-segmentation of HER2 Slides for Efficient Annotation.

Mathias Öttl, Jana Mönius, Christian Marzahl, Matthias Rübner, Carol I. Geppert, Arndt Hartmann, Matthias W. Beckmann, Peter A. Fasching, Andreas K. Maier, Ramona Erber, Katharina Breininger

Proceedings of the Bildverarbeitung für die Medizin 2022, 2022

Machine Learning-based Detection of In-Utero Fetal Presentation from Non-Invasive Fetal ECG.

Katharina M. Jäger, Michael Nissen, Robert Richer, Simone Rahm, Adriana Titzmann, Peter A. Fasching, Bjoern M. Eskofier, Heike Leutheuser

Proceedings of the IEEE-EMBS International Conference on Biomedical and Health Informatics, 2022

2021

Uncertainty-Aware Time-to-Event Prediction using Deep Kernel Accelerated Failure Time Models.

Zhiliang Wu, Yinchong Yang, Peter A. Fasching, Volker Tresp

Proceedings of the Machine Learning for Healthcare Conference, 2021

Digital Maternity Records: Motivation, Acceptance, Requirements, Usability and Prototype Evaluation of an Interface for Physicians and Midwives.

Luisa Dörflinger, Michael Nissen, Katharina M. Jäger, Markus Wirth, Adriana Titzmann, Constanza Pontones, Peter A. Fasching, Matthias W. Beckmann, Stefan Gradl, Björn M. Eskofier

Proceedings of the MuC '21: Mensch und Computer 2021, 2021

2020

Breast MRI texture analysis for prediction of BRCA-associated genetic risk.

Georgia Vasileiou, María Jimena Costa, Christopher Long, Iris R. Wetzler, Juliane Hoyer, Cornelia Kraus, Bernt Popp, Julius Emons, Marius Wunderle, Evelyn Wenkel, Michael Uder, Matthias W. Beckmann, Sebastian M. Jud, Peter A. Fasching, Alexander Cavallaro, André Reis, Matthias Hammon

BMC Medical Imaging, 2020

2019

Categorical EHR Imputation with Generative Adversarial Nets.

Yinchong Yang, Zhiliang Wu, Volker Tresp, Peter A. Fasching

Proceedings of the 2019 IEEE International Conference on Healthcare Informatics, 2019

2018

Explaining Therapy Predictions with Layer-Wise Relevance Propagation in Neural Networks.

Yinchong Yang, Volker Tresp, Marius Wunderle, Peter A. Fasching

Proceedings of the IEEE International Conference on Healthcare Informatics, 2018

2017

Modeling Progression Free Survival in Breast Cancer with Tensorized Recurrent Neural Networks and Accelerated Failure Time Models.

Yinchong Yang, Peter A. Fasching, Volker Tresp

Proceedings of the Machine Learning for Health Care Conference, 2017

Predictive Modeling of Therapy Decisions in Metastatic Breast Cancer with Recurrent Neural Network Encoder and Multinomial Hierarchical Regression Decoder.

Yinchong Yang, Peter A. Fasching, Volker Tresp

Proceedings of the 2017 IEEE International Conference on Healthcare Informatics, 2017

2016

Going Digital: A Survey on Digitalization and Large-Scale Data Analytics in Healthcare.

Volker Tresp, J. Marc Overhage, Markus Bundschus, Shahrooz Rabizadeh, Peter A. Fasching, Shipeng Yu

Proc. IEEE, 2016

The Clinical Data Intelligence Project - A smart data initiative.

Daniel Sonntag, Volker Tresp, Sonja Zillner, Alexander Cavallaro, Matthias Hammon, André Reis, Peter A. Fasching, Martin Sedlmayr, Thomas Ganslandt, Hans-Ulrich Prokosch, Klemens Budde, Danilo Schmidt, Carl Hinrichs, Thomas Wittenberg, Philipp Daumke, Patricia G. Oppelt

Inform. Spektrum, 2016

Predictive Clinical Decision Support System with RNN Encoding and Tensor Decoding.

Yinchong Yang, Peter A. Fasching, Markus Wallwiener, Tanja N. Fehm, Sara Y. Brucker, Volker Tresp

CoRR, 2016

Optimizing R with SparkR on a commodity cluster for biomedical research.

Martin Sedlmayr, Tobias Würfl, Christian Maier, Lothar Häberle, Peter A. Fasching, Hans-Ulrich Prokosch, Jan Christoph

Comput. Methods Programs Biomed., 2016

2014

Signal Decomposition for X-ray Dark-Field Imaging.

Sebastian Kaeppler, Florian Bayer, Thomas Weber, Andreas K. Maier, Gisela Anton, Joachim Hornegger, Matthias W. Beckmann, Peter A. Fasching, Arndt Hartmann, Felix Heindl, Thilo Michel, Gueluemser Oezguel, Georg Pelzer, Claudia Rauh, Jens Rieger, Rüdiger Schulz-Wendtland, Michael Uder, David Wachter, Evelyn Wenkel, Christian Riess

Proceedings of the Medical Image Computing and Computer-Assisted Intervention - MICCAI 2014, 2014

Fully Automated Nipple Detection in 3D Breast Ultrasound Images.

Lei Wang, Tobias Böhler, Fabian Zöhrer, Joachim Georgii, Claudia Rauh, Peter A. Fasching, Barbara Brehm, Rüdiger Schulz-Wendtland, Matthias W. Beckmann, Michael Uder, Horst K. Hahn

Proceedings of the Breast Imaging - 12th International Workshop, IWDM 2014, Gifu City, Japan, June 29, 2014

A hybrid method towards automated nipple detection in 3D breast ultrasound images.

Lei Wang, Tobias Böhler, Fabian Zöhrer, Joachim Georgii, Claudia Rauh, Peter A. Fasching, Barbara Brehm, Rüdiger Schulz-Wendtland, Matthias W. Beckmann, Michael Uder, Horst K. Hahn

Proceedings of the 36th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2014