Peter A. Fasching

Publication Activity (10 Years)

Years Active: 2014-2024
Publications (10 Years): 25

Top Topics

Ultrasound Images

Predictive Modeling

Top Venues

Publications

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
Style-Extracting Diffusion Models for Semi-Supervised Histopathology Segmentation. CoRR (2024)
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
Analysing Diffusion Segmentation for Medical Images. CoRR (2024)
Elisabeth Gabler, Michael Nissen, Thomas R. Altstidl, Adriana Titzmann, Kai Packhäuser, Andreas K. Maier, Peter A. Fasching, Bjoern M. Eskofier, Heike Leutheuser
Fetal Re-Identification in Multiple Pregnancy Ultrasound Images Using Deep Learning. EMBC (2023)
Asmir Vodencarevic, Julia Kreuzeder, Achim Wöckel, Peter A. Fasching
Prediction of QT Prolongation in Advanced Breast Cancer Patients Using Survival Modelling Algorithms. DATA (2023)
Michael Nissen, Nuria Barrios Campo, Madeleine Flaucher, Katharina M. Jaeger, Adriana Titzmann, Dominik Blunck, Peter A. Fasching, Victoria Engelhardt, Bjoern M. Eskofier, Heike Leutheuser
Prevalence and course of pregnancy symptoms using self-reported pregnancy app symptom tracker data. npj Digit. Medicine 6 (2023)
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
Improved HER2 Tumor Segmentation with Subtype Balancing Using Deep Generative Networks. ISBI (2023)
Michael Nissen, Madeleine Flaucher, Katharina M. Jaeger, Hanna Huebner, Nina Danzberger, Adriana Titzmann, Constanza A. Pontones, Peter A. Fasching, Bjoern M. Eskofier, Heike Leutheuser
WebPPG: Feasibility and Usability of Self-Performed, Browser-Based Smartphone Photoplethysmography. EMBC (2023)
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
Superpixel Pre-Segmentation of HER2 Slides for Efficient Annotation. CoRR (2022)
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
Improved HER2 Tumor Segmentation with Subtype Balancing using Deep Generative Networks. CoRR (2022)
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
Superpixel Pre-segmentation of HER2 Slides for Efficient Annotation. Bildverarbeitung für die Medizin (2022)
Katharina Jäger, Michael Nissen, Robert Richer, Simone Rahm, Adriana Titzmann, Peter A. Fasching, Bjoern M. Eskofier, Heike Leutheuser
Machine Learning-based Detection of In-Utero Fetal Presentation from Non-Invasive Fetal ECG. BHI (2022)
Zhiliang Wu, Yinchong Yang, Peter A. Fasching, Volker Tresp
Uncertainty-Aware Time-to-Event Prediction using Deep Kernel Accelerated Failure Time Models. CoRR (2021)
Zhiliang Wu, Yinchong Yang, Peter A. Fasching, Volker Tresp
Uncertainty-Aware Time-to-Event Prediction using Deep Kernel Accelerated Failure Time Models. MLHC (2021)
Luisa Dörflinger, Michael Nissen, Katharina Jäger, Markus Wirth, Adriana Titzmann, Constanza Pontones, Peter A. Fasching, Matthias W. Beckmann, Stefan Gradl, Björn M. Eskofier
Digital Maternity Records: Motivation, Acceptance, Requirements, Usability and Prototype Evaluation of an Interface for Physicians and Midwives. Mensch und Computer (2021)
Yinchong Yang, Zhiliang Wu, Volker Tresp, Peter A. Fasching
Categorical EHR Imputation with Generative Adversarial Nets. CoRR (2021)
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
Breast MRI texture analysis for prediction of BRCA-associated genetic risk. BMC Medical Imaging 20 (1) (2020)
Yinchong Yang, Zhiliang Wu, Volker Tresp, Peter A. Fasching
Categorical EHR Imputation with Generative Adversarial Nets. ICHI (2019)
Yinchong Yang, Volker Tresp, Marius Wunderle, Peter A. Fasching
Explaining Therapy Predictions with Layer-Wise Relevance Propagation in Neural Networks. ICHI (2018)
Yinchong Yang, Peter A. Fasching, Volker Tresp
Modeling Progression Free Survival in Breast Cancer with Tensorized Recurrent Neural Networks and Accelerated Failure Time Models. MLHC (2017)
Yinchong Yang, Peter A. Fasching, Volker Tresp
Predictive Modeling of Therapy Decisions in Metastatic Breast Cancer with Recurrent Neural Network Encoder and Multinomial Hierarchical Regression Decoder. ICHI (2017)
Volker Tresp, J. Marc Overhage, Markus Bundschus, Shahrooz Rabizadeh, Peter A. Fasching, Shipeng Yu
Going Digital: A Survey on Digitalization and Large-Scale Data Analytics in Healthcare. Proc. IEEE 104 (11) (2016)
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
The Clinical Data Intelligence Project - A smart data initiative. Inform. Spektrum 39 (4) (2016)
Yinchong Yang, Peter A. Fasching, Markus Wallwiener, Tanja N. Fehm, Sara Y. Brucker, Volker Tresp
Predictive Clinical Decision Support System with RNN Encoding and Tensor Decoding. CoRR (2016)
Volker Tresp, J. Marc Overhage, Markus Bundschus, Shahrooz Rabizadeh, Peter A. Fasching, Shipeng Yu
Going Digital: A Survey on Digitalization and Large Scale Data Analytics in Healthcare. CoRR (2016)
Martin Sedlmayr, Tobias Würfl, Christian Maier, Lothar Häberle, Peter A. Fasching, Hans-Ulrich Prokosch, Jan Christoph
Optimizing R with SparkR on a commodity cluster for biomedical research. Comput. Methods Programs Biomed. 137 (2016)
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
Signal Decomposition for X-ray Dark-Field Imaging. MICCAI (1) (2014)
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
A hybrid method towards automated nipple detection in 3D breast ultrasound images. EMBC (2014)
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
Fully Automated Nipple Detection in 3D Breast Ultrasound Images. Digital Mammography / IWDM (2014)