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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 -
Attention-Guided Multi-Scale CNN Network for Cervical Vertebral Maturation Assessment from Lateral Cephalometric Radiography2022 International Workshop on Bayesian Inference and Maximum Entropy Methods in Science and Engineering (MaxEnt) conference-paper Dentistry Orthodontics and Dentofacial Orthopedics Open access
Hamideh Manoochehri, Seyed Ahmad Motamedi, Ali Mohammad‐Djafari, Masrour Makaremi, Alireza Vafaei Sadr
3citations -
Specific Emitter Identification Based on Radio Frequency Fingerprint Using Multi-Scale Network2022 IEEE Vehicular Technology Conference conference-paper Computer Science Wireless Signal Modulation Classification
Yibin Zhang, Yang Peng, Bamidele Adebisi, Guan Gui, Haris Gacanin, Hikmet Sari
25citations -
Multi-Scale Investigation of Oxygen-Induced Damage in Nickel-Based Superalloy Alloy 7182026 Diffusion and defect data, solid state data. Part B, Solid state phenomena/Solid state phenomena article Engineering High Temperature Alloys and Creep Open access
Lars Bähren, Charleen Baumann, Aljoscha Baumann, Reyhaneh Ghassemizadeh, Daniel F. Urban, Ulrich Krupp
0citations -
Predictive drivers and transferability of multi-scale machine learning based crop yield prediction under drought across European and Asian climates2026 Agricultural Water Management article Agricultural and Biological Sciences Climate change impacts on agriculture Open access
Hempushpa Sahu, Pradeep Kumar Garg, Saurabh Vijay, Antara Dasgupta
9citations -
Edge crack evaluation in laser-polished AHSS via Diabolo test and multi-scale simulation2026 International Journal of Material Forming article Engineering Metal Forming Simulation Techniques Open access
Dongsong Li, Sergei Senn, Camilo Alfonso Acosta Parra, Berk Tekkaya, Sophie Stebner, Mathias Liewald, +1 more
0citations -
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 -
A Novel Data Augmentation and Composite Multiscale Network for Mechanical Fault Diagnosis2023 IEEE Transactions on Instrumentation and Measurement article Engineering Machine Fault Diagnosis Techniques
Yuan Wei, Zhijun Xiao, Shulin Liu, Kai‐Uwe Schröder, Hongchong Peng, Ababacar Michel Sarr, +1 more
26citations -
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
39citations -
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 -
Disruption of NEUROD2 causes a neurodevelopmental syndrome with autistic features via cell-autonomous defects in forebrain glutamatergic neurons2021 Molecular Psychiatry article Biochemistry, Genetics and Molecular Biology Genetics and Neurodevelopmental Disorders Open access
Karen Runge, Rémi Mathieu, Stéphane Bugeon, Sahra Lafi, Corinne Beurrier, Surajit Sahu, +32 more
50citations -
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