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A Framework for Extracting and Encoding Features from Object-Centric Event Data2022 arXiv (Cornell University) preprint Business, Management and Accounting Business Process Modeling and Analysis Open access
Jan Niklas Adams, Gyunam Park, Sergej Levich, Daniel Schuster, Wil M. P. van der Aalst
0citations -
A Framework for Extracting and Encoding Features from Object-Centric Event Data2022 Lecture notes in computer science conference-paper Business, Management and Accounting Business Process Modeling and Analysis
Jan Niklas Adams, Gyunam Park, Sergej Levich, Daniel Schuster, Wil M. P. van der Aalst
25citations -
TransCeption: Enhancing Medical Image Segmentation with an Inception-Like Transformer Design for Efficient Feature Fusion2025 Computational Visual Media article Neuroscience Brain Tumor Detection and Classification Open access
Reza Azad, Yiwei Jia, Ehsan Khodapanah Aghdam, Julien Cohen‐Adad, Dorit Merhof
8citations -
Investigating the temporal dynamics and modelling of mid-level feature representations in humans2025 bioRxiv (Cold Spring Harbor Laboratory) preprint Engineering Spatial Cognition and Navigation Open access
Agnessa Karapetian, Alexander Lenders, Vanshika Bawa, Martin Pflaum, Raphael Leuner, Gemma Roig, +2 more
1citations -
Spatio-temporal and -spectral feature maps in photoplethysmography imaging and infrared thermography2021 BioMedical Engineering OnLine article Engineering Non-Invasive Vital Sign Monitoring Open access cited by 1 patent
Michael Paul, Sabrina Caprice Behr, Christoph Weiß, Konrad Heimann, Thorsten W Orlikowsky, Steffen K. Leonhardt
14citations -
Novel architecture for gated recurrent unit autoencoder trained on time series from electronic health records enables detection of ICU patient subgroups2023 Scientific Reports article Computer Science Machine Learning in Healthcare Open access cited by 2 patents
Kilian Merkelbach, Steffen Schaper, Christian Diedrich, Sebastian Johannes Fritsch, Andreas Schuppert
12citations -
Enhancing explainability in process variant analysis: a framework for detecting and interpreting control-flow changes2025 Software & Systems Modeling article Business, Management and Accounting Business Process Modeling and Analysis Open access
Ali Norouzifar, Majid Rafiei, Marcus Dees, Wil M. P. van der Aalst
1citations -
Utnetpara: A Hybrid CNN-Transformer Architecture with Multi-Scale Fusion for Whole-Slide Image Segmentation2024 IEEE International Symposium on Biomedical Imaging (ISBI) conference-paper Computer Science AI in cancer detection
Boqiang Huang, Jiayu Ying, Ruizhi Lyu, Nadine S. Schaadt, Barbara M. Klinkhammer, Peter Boor, +3 more
3citations -
Integrating Patient Data Into Skin Cancer Classification Using Convolutional Neural Networks: Systematic Review2021 Journal of Medical Internet Research review Medicine Cutaneous Melanoma Detection and Management Open access
Julia Höhn, Achim Hekler, Eva Krieghoff‐Henning, Jakob Nikolas Kather, Jochen Sven Utikal, Friedegund Elke Meier, +18 more
66citations -
HiFormer: Hierarchical Multi-scale Representations Using Transformers for Medical Image Segmentation2023 IEEE/CVF Winter Conference on Applications of Computer Vision (WACV) conference-paper Computer Science Medical Image Segmentation Techniques
Moein Heidari, Amirhossein Kazerouni, Milad Soltany, Reza Azad, Ehsan Khodapanah Aghdam, Julien Cohen‐Adad, +1 more
525citations -
HiFormer: Hierarchical Multi-scale Representations Using Transformers for Medical Image Segmentation2022 PolyPublie (École Polytechnique de Montréal) preprint Medicine Radiomics and Machine Learning in Medical Imaging Open access
Moein Heidari, Amirhossein Kazerouni, Milad Soltany, Reza Azad, Ehsan Khodapanah Aghdam, Julien Cohen‐Adad, +1 more
3citations -
MSA$^2$Net: Multi-scale Adaptive Attention-guided Network for Medical Image Segmentation2024 arXiv (Cornell University) preprint Neuroscience Brain Tumor Detection and Classification Open access
Sina Ghorbani Kolahi, S. Kamal Chaharsooghi, Toktam Khatibi, Afshin Bozorgpour, Reza Azad, Moein Heidari, +2 more
6citations -
Transfer Learning for Semi-Supervised Automatic Modulation Classification in ZF-MIMO Systems2020 IEEE Journal on Emerging and Selected Topics in Circuits and Systems article Computer Science Wireless Signal Modulation Classification
Yu Wang, Guan Gui, Haris Gacanin, Tomoaki Otsuki Ohtsuki, Hikmet Sari, Fumiyuki Adachi
115citations