Siming Bayer - RankMe

45 papers Misc 1Journal 26Unranked 17

Year	Rank	Type	Title / Venue / Authors
2026	J	`jnl`	A Deep Learning Framework for Heat Demand Forecasting using Time-Frequency Representations of Decomposed Features. CoRR Adithya Ramachandran, Satyaki Chatterjee, Thorkil Flensmark, B. Neergaard, Maximilian Oberndoerfer, Andreas Maier, Siming Bayer
2026	—	`conf`	Breast MRI Evaluation with Weakly-informed Slice-level Explanation - BE-WISE. Bildverarbeitung für die Medizin Adarsh Bhandary Panambur, Tri-Thien Nguyen, Siming Bayer, Andreas Maier
2026	—	`conf`	Differentiable Approximate Truncation Robust CBCT Reconstruction via Known Operator Learning. Bildverarbeitung für die Medizin Chengze Ye, Linda-Sophie Schneider, Yipeng Sun, Siyuan Mei, Siming Bayer, Paula Andrea Pérez-Toro, Andreas Maier
2026	—	`conf`	Explainable Radiologist-aligned VLM for CT Image Quality Assessment. Bildverarbeitung für die Medizin Jiajun Wang, Yipeng Sun, Siming Bayer, Andreas Maier
2026	J	`jnl`	Feature Selection for Fault Prediction in Distribution Systems. CoRR Georg Kordowich, Julian Oelhaf, Siming Bayer, Andreas K. Maier, Matthias Kereit, Johann Jaeger
2026	J	`jnl`	Impact of Training Dataset Size for ML Load Flow Surrogates. CoRR Timon Conrad, Changhun Kim, Johann Jäger, Andreas K. Maier, Siming Bayer
2026	—	`conf`	Interpretable Framework for Zero-shot 4D Low-dose CT Denoising - Filter2Noise-4D. Bildverarbeitung für die Medizin Yipeng Sun, Linda-Sophie Schneider, Siyuan Mei, Chengze Ye, Mingxuan Gu, Fabian Wagner, Siming Bayer, Andreas Maier
2026	—	`conf`	Opportunistic Breast Cancer Risk Stratification From Low-dose Chest CT Using Multiple Instance Learning. Bildverarbeitung für die Medizin Yaqiong Ni, Adarsh Bhandary Panambur, Chang Liu, Tri-Thien Nguyen, Siming Bayer, Huang Juan, iayu Sun, Lv Su, Andreas Maier
2026	J	`jnl`	Parameter-Efficient Domain Adaptation of Physics-Informed Self-Attention based GNNs for AC Power Flow Prediction. CoRR Redwanul Karim, Changhun Kim, Timon Conrad, Nora Gourmelon, Julian Oelhaf, David Riebesel, Tomás Arias-Vergara, Andreas K. Maier, Johann Jäger, Siming Bayer
2025	J	`jnl`	A Scoping Review of Machine Learning Applications in Power System Protection and Disturbance Management. CoRR Julian Oelhaf, Georg Kordowich, Mehran Pashaei, Christian Bergler, Andreas K. Maier, Johann Jäger, Siming Bayer
2025	J	`jnl`	A Self-supervised Multimodal Deep Learning Approach to Differentiate Post-radiotherapy Progression from Pseudoprogression in Glioblastoma. CoRR Ahmed Gomaa, Yixing Huang, Pluvio Stephan, Katharina Breininger, Benjamin Frey, Arnd Dörfler, Oliver Schnell, Daniel Delev, Roland Coras, Charlotte Schmitter, Jenny Stritzelberger, Sabine Semrau, Andreas K. Maier, Siming Bayer, Stephan Schönecker, Dieter Henrik Heiland, Peter H. N. de With, Udo S. Gaipl, Christoph Bert, Rainer Fietkau, Manuel A. Schmidt, Florian Putz
2025	Misc	`conf`	A Systematic Evaluation of Machine Learning Methods for Fault Detection and Line Identification in Electrical Power Grids. ICASSP Julian Oelhaf, Georg Kordowich, Paula Andrea Pérez-Toro, Tomás Arias-Vergara, Andreas K. Maier, Johann Jäger, Siming Bayer
2025	J	`jnl`	Advancing Heat Demand Forecasting with Attention Mechanisms: Opportunities and Challenges. CoRR Adithya Ramachandran, Thorkil Flensmark, B. Neergaard, Andreas K. Maier, Siming Bayer
2025	J	`jnl`	Attention-guided erasing for enhanced transfer learning in breast abnormality classification. Int. J. Comput. Assist. Radiol. Surg. Adarsh Bhandary Panambur, Sheethal Bhat, Hui Yu, Prathmesh Madhu, Siming Bayer, Andreas K. Maier
2025	J	`jnl`	Benchmarking Machine Learning Models for Fault Classification and Localization in Power System Protection. CoRR Julian Oelhaf, Georg Kordowich, Changhun Kim, Paula Andrea Pérez-Toro, Christian Bergler, Andreas K. Maier, Johann Jäger, Siming Bayer
2025	—	`conf`	Exemplar Med-DETR: Toward Generalized and Robust Lesion Detection in Mammogram Images and Beyond. MICCAI (6) Sheethal Bhat, Bogdan Georgescu, Adarsh Bhandary Panambur, Mathias Zinnen, Tri-Thien Nguyen, Awais Mansoor, Karim Khalifa Elbarbary, Siming Bayer, Florin-Cristian Ghesu, Sasa Grbic, Andreas K. Maier
2025	J	`jnl`	Filter2Noise: Interpretable Self-Supervised Single-Image Denoising for Low-Dose CT with Attention-Guided Bilateral Filtering. CoRR Yipeng Sun, Linda-Sophie Schneider, Mingxuan Gu, Siyuan Mei, Chengze Ye, Fabian Wagner, Siming Bayer, Andreas K. Maier
2025	—	`conf`	Impact of Data Sparsity on Machine Learning for Fault Detection in Power System Protection. EUSIPCO Julian Oelhaf, Georg Kordowich, Changhun Kim, Paula Andrea Pérez-Toro, Andreas K. Maier, Johann Jäger, Siming Bayer
2025	J	`jnl`	Impact of Data Sparsity on Machine Learning for Fault Detection in Power System Protection. CoRR Julian Oelhaf, Georg Kordowich, Changhun Kim, Paula Andrea Pérez-Toro, Andreas Maier, Johann Jäger, Siming Bayer
2025	—	`conf`	LSTT: Latent Spatio-Temporal Transformer for Non-rigid Motion Compensation in CBCT. GRAIL/RIME@MICCAI Yipeng Sun, Linda-Sophie Schneider, Annette Schwarz, Mingxuan Gu, Siyuan Mei, Chengze Ye, Siming Bayer, Andreas K. Maier
2025	J	`jnl`	Learning Wavelet-Sparse FDK for 3D Cone-Beam CT Reconstruction. CoRR Yipeng Sun, Linda-Sophie Schneider, Chengze Ye, Mingxuan Gu, Siyuan Mei, Siming Bayer, Andreas K. Maier
2025	—	`conf`	MM-DETR: Emulating the Diagnostic Clinical Workflow in Multi-view Multi-modal Mammography Mass Detection. Deep-Breath@MICCAI Karim Elbarbary, Adarsh Bhandary Panambur, Sheethal Bhat, Siming Bayer, Andreas Maier
2025	J	`jnl`	Physics-informed GNN for medium-high voltage AC power flow with edge-aware attention and line search correction operator. CoRR Changhun Kim, Timon Conrad, Redwanul Karim, Julian Oelhaf, David Riebesel, Tomás Arias-Vergara, Andreas K. Maier, Johann Jäger, Siming Bayer
2025	J	`jnl`	Robustness Evaluation of Machine Learning Models for Fault Classification and Localization In Power System Protection. CoRR Julian Oelhaf, Mehran Pashaei, Georg Kordowich, Christian Bergler, Andreas K. Maier, Johann Jäger, Siming Bayer
2025	J	`jnl`	Unsupervised Clustering for Fault Analysis in High-Voltage Power Systems Using Voltage and Current Signals. CoRR Julian O. Matschinske, Georg Kordowich, Andreas K. Maier, Johann Jaeger, Siming Bayer
2025	—	`conf`	Water Demand Forecasting of District Metered Areas Through Learned Consumer Representations. EUSIPCO Adithya Ramachandran, Thorkil Flensmark, B. Neergaard, Tomás Arias-Vergara, Andreas K. Maier, Siming Bayer
2025	J	`jnl`	Water Demand Forecasting of District Metered Areas through Learned Consumer Representations. CoRR Adithya Ramachandran, Thorkil Flensmark, B. Neergaard, Tomás Arias-Vergara, Andreas K. Maier, Siming Bayer
2024	J	`jnl`	Attention-Guided Erasing: A Novel Augmentation Method for Enhancing Downstream Breast Density Classification. CoRR Adarsh Bhandary Panambur, Hui Yu, Sheethal Bhat, Prathmesh Madhu, Siming Bayer, Andreas K. Maier
2024	—	`conf`	Attention-guided Erasing - Novel Augmentation Method for Enhancing Downstream Breast Density Classification. Bildverarbeitung für die Medizin Adarsh Bhandary Panambur, Hui Yu, Sheethal Bhat, Prathmesh Madhu, Siming Bayer, Andreas K. Maier
2024	J	`jnl`	Data-Driven Filter Design in FBP: Transforming CT Reconstruction with Trainable Fourier Series. CoRR Yipeng Sun, Linda-Sophie Schneider, Fuxin Fan, Mareike Thies, Mingxuan Gu, Siyuan Mei, Yuzhong Zhou, Siming Bayer, Andreas K. Maier
2024	J	`jnl`	EAGLE: An Edge-Aware Gradient Localization Enhanced Loss for CT Image Reconstruction. CoRR Yipeng Sun, Yixing Huang, Linda-Sophie Schneider, Mareike Thies, Mingxuan Gu, Siyuan Mei, Siming Bayer, Andreas K. Maier
2022	J	`jnl`	Heat Demand Forecasting with Multi-Resolutional Representation of Heterogeneous Temporal Ensemble. CoRR Adithya Ramachandran, Satyaki Chatterjee, Siming Bayer, Andreas K. Maier, Thorkil Flensmark
2022	—	`—`	Point-based Registration of Vascular Structures: Applications for Diagnostic and Interventional Procedures Siming Bayer
2021	J	`jnl`	Prediction of Household-level Heat-Consumption using PSO enhanced SVR Model. CoRR Satyaki Chatterjee, Siming Bayer, Andreas K. Maier
2020	J	`jnl`	An Investigation of Feature-based Nonrigid Image Registration using Gaussian Process. CoRR Siming Bayer, Ute Spiske, Jie Luo, Tobias Geimer, William M. Wells III, Martin Ostermeier, Rebecca Fahrig, Arya Nabavi, Christoph Bert, Ilker Eyüpoglo, Andreas K. Maier
2020	—	`conf`	Imitation Learning Network for Fundus Image Registration Using a Divide-And-Conquer Approach. Bildverarbeitung für die Medizin Siming Bayer, Xia Zhong, Weilin Fu, Nishant Ravikumar, Andreas K. Maier
2020	—	`conf`	Investigation of Feature-Based Nonrigid Image Registration Using Gaussian Process. Bildverarbeitung für die Medizin Siming Bayer, Ute Spiske, Jie Luo, Tobias Geimer, William M. Wells III, Martin Ostermeier, Rebecca Fahrig, Arya Nabavi, Christoph Bert, Ilker Eyüpoglo, Andreas K. Maier
2019	J	`jnl`	Analyzing an Imitation Learning Network for Fundus Image Registration Using a Divide-and-Conquer Approach. CoRR Siming Bayer, Xia Zhong, Weilin Fu, Nishant Ravikumar, Andreas Maier
2019	J	`jnl`	Corrigendum to "Intraoperative Imaging Modalities and Compensation for Brain Shift in Tumor Resection Surgery". Int. J. Biomed. Imaging Siming Bayer, Andreas K. Maier, Martin Ostermeier, Rebecca Fahrig
2019	—	`conf`	Pediatric Patient Surface Model Atlas Generation and X-Ray Skin Dose Estimation. Bildverarbeitung für die Medizin Xia Zhong, Philipp Roser, Siming Bayer, Nishant Ravikumar, Norbert Strobel, Annette Birkhold, Tim Horz, Markus Kowarschik, Rebecca Fahrig, Andreas K. Maier
2019	J	`jnl`	Registration of vascular structures using a hybrid mixture model. Int. J. Comput. Assist. Radiol. Surg. Siming Bayer, Zhiwei Zhai, Maddalena Strumia, Xiaoguang Tong, Ying Gao, Marius Staring, Berend C. Stoel, Rebecca Fahrig, Arya Nabavi, Andreas Maier, Nishant Ravikumar
2018	—	`conf`	Intraoperative Brain Shift Compensation Using a Hybrid Mixture Model. MICCAI (4) Siming Bayer, Nishant Ravikumar, Maddalena Strumia, Xiaoguang Tong, Ying Gao, Martin Ostermeier, Rebecca Fahrig, Andreas K. Maier
2018	—	`conf`	Preliminary Study Investigating Brain Shift Compensation using 3D CBCT Cerebral Vascular Images. Bildverarbeitung für die Medizin Siming Bayer, Roman Schaffert, Nishant Ravikumar, Andreas K. Maier, Xiaodong Tong, Hu Wang, Martin Ostermeier, Rebecca Fahrig
2018	—	`conf`	Resolve Intraoperative Brain Shift as Imitation Game. POCUS/BIVPCS/CuRIOUS/CPM@MICCAI Xia Zhong, Siming Bayer, Nishant Ravikumar, Norbert Strobel, Annette Birkhold, Markus Kowarschik, Rebecca Fahrig, Andreas K. Maier
2017	J	`jnl`	Intraoperative Imaging Modalities and Compensation for Brain Shift in Tumor Resection Surgery. Int. J. Biomed. Imaging Siming Bayer, Andreas K. Maier, Martin Ostermeier, Rebecca Fahrig