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TransCeption: Enhancing Medical Image Segmentation with an Inception-Like Transformer Design for Efficient Feature Fusion2025 Computational Visual Media article Computer Science Medical Image Segmentation Techniques Open access
Reza Azad, Yiwei Jia, Ehsan Khodapanah Aghdam, Julien Cohen‐Adad, Dorit Merhof
8citations -
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 -
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 -
SHMoAReg: Spark Deformable Image Registration via Spatial Heterogeneous Mixture of Experts and Attention Heads2025 IEEE International Conference on Bioinformatics and Biomedicine (BIBM) conference-paper Computer Science Medical Image Segmentation Techniques
Yuxi Zheng, Jianhui Feng, Tianran Li, Marius Staring, Yuchuan Qiao
0citations -
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
526citations -
HiFormer: Hierarchical Multi-scale Representations Using Transformers for Medical Image Segmentation2022 arXiv (Cornell University) preprint Computer Science Medical Image Segmentation Techniques 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 Computer Science Medical Image Segmentation Techniques 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 -
Unlocking Fine-Grained Details with Wavelet-based High-Frequency Enhancement in Transformers2023 arXiv (Cornell University) preprint Computer Science Medical Image Segmentation Techniques Open access
Reza Azad, Amirhossein Kazerouni, Alaa Sulaiman, Afshin Bozorgpour, Ehsan Khodapanah Aghdam, Abin Jose, +1 more
0citations -
Your ViT is Secretly an Image Segmentation Model2025 IEEE Computer Society Conference on Computer Vision and Pattern Recognition/Proceedings - IEEE Computer Society Conference on Computer Vision and Pattern Recognition/Proceedings conference-paper Computer Science Advanced Neural Network Applications Open access
Tommie Kerssies, Niccolò Cavagnero, Alexander Hermans, Narges Norouzi, Giuseppe Averta, Bastian Leibe, +2 more
37citations -
Quantitative and temporal approach to utilising electronic medical records from general practices in mental health prediction2020 Computers in Biology and Medicine article Computer Science Machine Learning in Healthcare Open access
Olga Półchłopek, Nynke R. Koning, Frederike L. Büchner, Mathilde R. Crone, Mattijs Everard Numans, Mark Hoogendoorn
17citations