Peter A. Fasching

33 papers C 1Misc 1Journal 17Unranked 14

Year	Rank	Type	Title / Venue / Authors
2026	J	`jnl`	Analyzing and adapting diffusion segmentation behavior for medical images. Biomed. Signal Process. Control. Mathias Öttl, Siyuan Mei, Frauke Wilm, Jingna Qiu, Jana Steenpass, Matthias Rübner, Arndt Hartmann, Hanna Hübner, Peter A. Fasching, Andreas K. Maier, Ramona Erber, Katharina Breininger
2025	J	`jnl`	Adherence to digital pregnancy care - lessons learned from the SMART start feasibility study. npj Digit. Medicine Katharina M. Jaeger, Michael Nissen, Heike Leutheuser, Nina Danzberger, Adriana Titzmann, Constanza A. Pontones, Chloë Goossens, Philipp Ziegler, Sabrina Uhrig, Lothar Haeberle, Hannah Bleher, Kristina Kast, Johannes Kornhuber, Oliver Schoeffski, Matthias Braun, Peter A. Fasching, Matthias W. Beckmann, Bjoern M. Eskofier, Hanna Huebner
2024	J	`jnl`	Analysing Diffusion Segmentation for Medical Images. CoRR 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
2024	J	`jnl`	Perspectives of patients and clinicians on big data and AI in health: a comparative empirical investigation. AI Soc. Patrik Hummel, Matthias Braun, Serena Bischoff, David Samhammer, Katharina R. Seitz, Peter A. Fasching, Peter Dabrock
2024	J	`jnl`	Style-Extracting Diffusion Models for Semi-Supervised Histopathology Segmentation. CoRR 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
2024	—	`conf`	Style-Extracting Diffusion Models for Semi-supervised Histopathology Segmentation. ECCV (75) Mathias Öttl, Frauke Wilm, Jana Steenpass, Jingna Qiu, Matthias Rübner, Arndt Hartmann, Matthias W. Beckmann, Peter A. Fasching, Andreas Maier, Ramona Erber, Bernhard Kainz, Katharina Breininger
2024	J	`jnl`	Systematic Comparison of ECG Delineation Algorithm Performance on Smartwatch Data. IEEE Access Katharina M. Jaeger, Michael Nissen, Madeleine Flaucher, Luisa Graf, Joana Joanidopoulos, Lars Anneken, Hanna Huebner, Chloë Goossens, Adriana Titzmann, Constanza Pontones, Peter A. Fasching, Matthias W. Beckmann, Bjoern M. Eskofier, Heike Leutheuser
2023	—	`conf`	Fetal Re-Identification in Multiple Pregnancy Ultrasound Images Using Deep Learning. EMBC Elisabeth Gabler, Michael Nissen, Thomas R. Altstidl, Adriana Titzmann, Kai Packhäuser, Andreas K. Maier, Peter A. Fasching, Bjoern M. Eskofier, Heike Leutheuser
2023	—	`conf`	Improved HER2 Tumor Segmentation with Subtype Balancing Using Deep Generative Networks. ISBI 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
2023	C	`conf`	Prediction of QT Prolongation in Advanced Breast Cancer Patients Using Survival Modelling Algorithms. DATA Asmir Vodencarevic, Julia Kreuzeder, Achim Wöckel, Peter A. Fasching
2023	J	`jnl`	Prevalence and course of pregnancy symptoms using self-reported pregnancy app symptom tracker data. npj Digit. Medicine Michael Nissen, Nuria Barrios Campo, Madeleine Flaucher, Katharina M. Jaeger, Adriana Titzmann, Dominik Blunck, Peter A. Fasching, Victoria Engelhardt, Bjoern M. Eskofier, Heike Leutheuser
2023	—	`conf`	WebPPG: Feasibility and Usability of Self-Performed, Browser-Based Smartphone Photoplethysmography. EMBC Michael Nissen, Madeleine Flaucher, Katharina M. Jaeger, Hanna Huebner, Nina Danzberger, Adriana Titzmann, Constanza A. Pontones, Peter A. Fasching, Bjoern M. Eskofier, Heike Leutheuser
2022	J	`jnl`	Improved HER2 Tumor Segmentation with Subtype Balancing using Deep Generative Networks. CoRR 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
2022	—	`conf`	Machine Learning-based Detection of In-Utero Fetal Presentation from Non-Invasive Fetal ECG. BHI Katharina M. Jäger, Michael Nissen, Robert Richer, Simone Rahm, Adriana Titzmann, Peter A. Fasching, Bjoern M. Eskofier, Heike Leutheuser
2022	J	`jnl`	Superpixel Pre-Segmentation of HER2 Slides for Efficient Annotation. CoRR 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
2022	—	`conf`	Superpixel Pre-segmentation of HER2 Slides for Efficient Annotation. Bildverarbeitung für die Medizin 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
2021	J	`jnl`	Categorical EHR Imputation with Generative Adversarial Nets. CoRR Yinchong Yang, Zhiliang Wu, Volker Tresp, Peter A. Fasching
2021	Misc	`conf`	Digital Maternity Records: Motivation, Acceptance, Requirements, Usability and Prototype Evaluation of an Interface for Physicians and Midwives. MuC Luisa Dörflinger, Michael Nissen, Katharina M. Jäger, Markus Wirth, Adriana Titzmann, Constanza Pontones, Peter A. Fasching, Matthias W. Beckmann, Stefan Gradl, Björn M. Eskofier
2021	—	`conf`	Uncertainty-Aware Time-to-Event Prediction using Deep Kernel Accelerated Failure Time Models. MLHC Zhiliang Wu, Yinchong Yang, Peter A. Fasching, Volker Tresp
2021	J	`jnl`	Uncertainty-Aware Time-to-Event Prediction using Deep Kernel Accelerated Failure Time Models. CoRR Zhiliang Wu, Yinchong Yang, Peter A. Fasching, Volker Tresp
2020	J	`jnl`	Breast MRI texture analysis for prediction of BRCA-associated genetic risk. BMC Medical Imaging 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
2019	—	`conf`	Categorical EHR Imputation with Generative Adversarial Nets. ICHI Yinchong Yang, Zhiliang Wu, Volker Tresp, Peter A. Fasching
2018	—	`conf`	Explaining Therapy Predictions with Layer-Wise Relevance Propagation in Neural Networks. ICHI Yinchong Yang, Volker Tresp, Marius Wunderle, Peter A. Fasching
2017	—	`conf`	Modeling Progression Free Survival in Breast Cancer with Tensorized Recurrent Neural Networks and Accelerated Failure Time Models. MLHC Yinchong Yang, Peter A. Fasching, Volker Tresp
2017	—	`conf`	Predictive Modeling of Therapy Decisions in Metastatic Breast Cancer with Recurrent Neural Network Encoder and Multinomial Hierarchical Regression Decoder. ICHI Yinchong Yang, Peter A. Fasching, Volker Tresp
2016	J	`jnl`	Going Digital: A Survey on Digitalization and Large Scale Data Analytics in Healthcare. CoRR Volker Tresp, J. Marc Overhage, Markus Bundschus, Shahrooz Rabizadeh, Peter A. Fasching, Shipeng Yu
2016	J	`jnl`	Going Digital: A Survey on Digitalization and Large-Scale Data Analytics in Healthcare. Proc. IEEE Volker Tresp, J. Marc Overhage, Markus Bundschus, Shahrooz Rabizadeh, Peter A. Fasching, Shipeng Yu
2016	J	`jnl`	Optimizing R with SparkR on a commodity cluster for biomedical research. Comput. Methods Programs Biomed. Martin Sedlmayr, Tobias Würfl, Christian Maier, Lothar Häberle, Peter A. Fasching, Hans-Ulrich Prokosch, Jan Christoph
2016	J	`jnl`	Predictive Clinical Decision Support System with RNN Encoding and Tensor Decoding. CoRR Yinchong Yang, Peter A. Fasching, Markus Wallwiener, Tanja N. Fehm, Sara Y. Brucker, Volker Tresp
2016	J	`jnl`	The Clinical Data Intelligence Project - A smart data initiative. Inform. Spektrum 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
2014	—	`conf`	A hybrid method towards automated nipple detection in 3D breast ultrasound images. EMBC 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
2014	—	`conf`	Fully Automated Nipple Detection in 3D Breast Ultrasound Images. Digital Mammography / IWDM 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
2014	—	`conf`	Signal Decomposition for X-ray Dark-Field Imaging. MICCAI (1) 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