Improving Interpretability of Radiology Report-based Pediatric Brain Tumor Pathology Classification and Key-phrases Extraction Using Large Language Models

Authors: Zhao, Chen, Kudus, Kareem, Ketabi, Sara, Namdar, Khashayar, Wagner, Matthias W., Ertl-Wagner, Birgit B., Khalvati, Farzad

Source: 2024 IEEE EMBS International Conference on Biomedical and Health Informatics (BHI) Biomedical and Health Informatics (BHI), 2024 IEEE EMBS International Conference on. :1-8 Nov, 2024

Relation: 2024 IEEE EMBS International Conference on Biomedical and Health Informatics (BHI)

An Uncertainty Aware Semi-Supervised Federated Learning Framework for Radar-based Hand Gesture Recognition

Authors: Sukianto, Tobias, Wagner, Matthias, Seifi, Sarah, Carbonelli, Cecilia, Huemer, Mario

Source: 2024 21st European Radar Conference (EuRAD) Radar Conference (EuRAD), 2024 21st European. :168-171 Sep, 2024

Relation: 2024 21st European Radar Conference (EuRAD)

Anomaly Detection in Pediatric and Adults Brain MRI with Generative Model

Authors: Chen, Chaojun, Namdar, Khashayar, Wagner, Matthias W., Ertl-Wagner, Birgit B., Khalvati, Farzad

Source: 2024 46th Annual International Conference of the IEEE Engineering in Medicine and Biology Society (EMBC) Engineering in Medicine and Biology Society (EMBC), 2024 46th Annual International Conference of the IEEE. :1-6 Jul, 2024

Relation: 2024 46th Annual International Conference of the IEEE Engineering in Medicine and Biology Society (EMBC)

Automatic Bomb Crater Detection and Localization Based on Historical Aerial Imagery

Authors: Wagner, Matthias P., Konig, Marcel, Taravat, Alireza

Source: IGARSS 2024 - 2024 IEEE International Geoscience and Remote Sensing Symposium Geoscience and Remote Sensing Symposium, IGARSS 2024 - 2024 IEEE International. :7432-7435 Jul, 2024

Relation: IGARSS 2024 - 2024 IEEE International Geoscience and Remote Sensing Symposium

Building Europe's first space-based Quantum Key Distribution system -- The German Aerospace Center's role in the EAGLE-1 mission

Authors: Rivera, Gabriela Calistro, Heirich, Oliver, Shrestha, Amita, Ferenczi, Agnes, Duliu, Alexandru, Eppinger, Jakob, Castella, Bruno Femenia, Fuchs, Christian, Garbagnati, Elisa, Laidlaw, Douglas, Lützen, Pia, De Marco, Innocenzo, Moll, Florian, Prell, Johannes, Reeves, Andrew, Nonay, Jorge Rosano, Roubal, Christian, Torres, Joana S., Wagner, Matthias

Subject Terms: Quantum Physics

Access URL: http://arxiv.org/abs/2412.03222

Tumor Location-weighted MRI-Report Contrastive Learning: A Framework for Improving the Explainability of Pediatric Brain Tumor Diagnosis

Authors: Ketabi, Sara, Wagner, Matthias W., Hawkins, Cynthia, Tabori, Uri, Ertl-Wagner, Birgit Betina, Khalvati, Farzad

Subject Terms: Electrical Engineering and Systems Science - Image and Video Processing, Computer Science - Computer Vision and Pattern Recognition, Computer Science - Machine Learning

Access URL: http://arxiv.org/abs/2411.00609

FMCW Radar Rx Channel Imbalance Estimation via Multiple Targets in the Same R-D Bin

Authors: Ghafi, Esmaeil Kavousi, Lang, Oliver, Wagner, Matthias, Melzer, Alexander, Huemer, Mario

Source: 2024 IEEE Radar Conference (RadarConf24) Radar Conference (RadarConf24), 2024 IEEE. :1-6 May, 2024

Relation: 2024 IEEE Radar Conference (RadarConf24)

Continuous Quality Assurance and ML Pipelines under the AI Act

Authors: Wagner, Matthias

Source: 2024 IEEE/ACM 3rd International Conference on AI Engineering – Software Engineering for AI (CAIN) CAIN AI Engineering – Software Engineering for AI (CAIN), 2024 IEEE/ACM 3rd International Conference on. :247-249 Apr, 2024

Relation: 2024 IEEE/ACM 3rd International Conference on AI Engineering – Software Engineering for AI (CAIN)

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Reconfigurable Magnon-Based Radio Frequency Filters

Authors: Del Giacco, Andrea, Kohl, Felix, Toniato, Alberto, Wagner, Matthias, Maspero, Federico, Cattoni, Andrea, Pirro, Philipp, Bertacco, Riccardo

Source: 2024 IEEE International Magnetic Conference - Short papers (INTERMAG Short papers) Magnetic Conference - Short papers (INTERMAG Short papers), 2024 IEEE International. :1-2 May, 2024

Relation: 2024 IEEE International Magnetic Conference - Short Papers (INTERMAG Short Papers)

Homogeneity Enforced Calibration for Pipelined ADCs Including Nonlinear Stage Amplifiers

Authors: Wagner, Matthias, Lang, Oliver, Ghafi, Esmaeil K., Schwarz, Andreas, Huemer, Mario

Source: 2023 18th Conference on Ph.D Research in Microelectronics and Electronics (PRIME) Ph.D Research in Microelectronics and Electronics (PRIME), 2023 18th Conference on. :153-156 Jun, 2023

Relation: 2023 18th Conference on Ph.D Research in Microelectronics and Electronics (PRIME)

RF Solder Ball Break Detection in Automotive FMCW Radars Using Isolated Targets’ Phase

Authors: Ghafi, Esmaeil Kavousi, Lang, Oliver, Wagner, Matthias, Melzer, Alexander, Huemer, Mario

Source: 2023 18th Conference on Ph.D Research in Microelectronics and Electronics (PRIME) Ph.D Research in Microelectronics and Electronics (PRIME), 2023 18th Conference on. :45-48 Jun, 2023

Relation: 2023 18th Conference on Ph.D Research in Microelectronics and Electronics (PRIME)

Application of CRISP-DM and DMME to a Case Study of Condition Monitoring of Lens Coating Machines

Authors: Butt, Fatima Sajid, Schafer, Jorg, Wagner, Matthias F., Stegelmeyer, Dirk, Oteiza, David Gomez-Ullate

Source: 2023 IEEE International Workshop on Metrology for Industry 4.0 & IoT (MetroInd4.0&IoT) Metrology for Industry 4.0 & IoT (MetroInd4.0&IoT), 2023 IEEE International Workshop on. :409-414 Jun, 2023

Relation: 2023 IEEE International Workshop on Metrology for Industry 4.0 & IoT (MetroInd4.0&IoT)

Accurate On-Chip Linearity Monitoring With Low-Quality Test Signal Generation

Authors: Wagner, Matthias, Lang, Oliver, Dorrer, Simon, Ghafi, Esmaeil K., Schwarz, Andreas, Huemer, Mario

Source: 2023 IEEE International Symposium on Circuits and Systems (ISCAS) Circuits and Systems (ISCAS), 2023 IEEE International Symposium on. :1-5 May, 2023

Relation: 2023 IEEE International Symposium on Circuits and Systems (ISCAS)

Improving Pediatric Low-Grade Neuroepithelial Tumors Molecular Subtype Identification Using a Novel AUROC Loss Function for Convolutional Neural Networks

Authors: Namdar, Khashayar, Wagner, Matthias W., Hawkins, Cynthia, Tabori, Uri, Ertl-Wagner, Birgit B., Khalvati, Farzad

Subject Terms: Electrical Engineering and Systems Science - Image and Video Processing, Computer Science - Computer Vision and Pattern Recognition, Quantitative Biology - Quantitative Methods

Access URL: http://arxiv.org/abs/2402.03547

Generating 3D Brain Tumor Regions in MRI using Vector-Quantization Generative Adversarial Networks

Authors: Zhou, Meng, Wagner, Matthias W, Tabori, Uri, Hawkins, Cynthia, Ertl-Wagner, Birgit B, Khalvati, Farzad

Subject Terms: Computer Science - Computer Vision and Pattern Recognition, Computer Science - Machine Learning

Access URL: http://arxiv.org/abs/2310.01251

Improving the Segmentation of Pediatric Low-Grade Gliomas Through Multitask Learning

Authors: Vafaeikia, Partoo, Wagner, Matthias W., Hawkins, Cynthia, Tabori, Uri, Ertl-Wagner, Birgit B., Khalvati, Farzad

Source: 2022 44th Annual International Conference of the IEEE Engineering in Medicine & Biology Society (EMBC) Engineering in Medicine & Biology Society (EMBC), 2022 44th Annual International Conference of the IEEE. :2119-2122 Jul, 2022

Relation: 2022 44th Annual International Conference of the IEEE Engineering in Medicine & Biology Society (EMBC)

Bi-Linear Homogeneity Enforced Calibration for Pipelined ADCs

Authors: Wagner, Matthias, Lang, Oliver, Ghafi, Esmaeil Kavousi, Schwarz, Andreas, Huemer, Mario

Subject Terms: Electrical Engineering and Systems Science - Signal Processing

Access URL: http://arxiv.org/abs/2309.02901

The Underestimated Influence of Air Quality - Implementing a Homogenous Network Structure for an IoT-Based Data Acquisition and Analysis System

Authors: Merkl, David, KrauBe, Markus, Wagner, Matthias F.

Source: 2022 IEEE International Workshop on Metrology for Industry 4.0 & IoT (MetroInd4.0&IoT) Metrology for Industry 4.0 & IoT (MetroInd4.0&IoT), 2022 IEEE International Workshop on. :343-348 Jun, 2022

Relation: 2022 IEEE International Workshop on Metrology for Industry 4.0 & IoT (MetroInd4.0&IoT)

Two-Dimensional Neural Network Entropy for Remote Sensing Image Analysis

Authors: Velichko, Andrei, Wagner, Matthias P., Taravat, Alireza

Source: IGARSS 2022 - 2022 IEEE International Geoscience and Remote Sensing Symposium Geoscience and Remote Sensing Symposium, IGARSS 2022 - 2022 IEEE International. :1952-1954 Jul, 2022

Relation: IGARSS 2022 - 2022 IEEE International Geoscience and Remote Sensing Symposium