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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
99citations -
DGEKT: A Dual Graph Ensemble Learning Method for Knowledge Tracing2023 ACM Transactions on Information Systems article Computer Science Intelligent Tutoring Systems and Adaptive Learning Open access cited by 1 patent
Chaoran Cui, Yumo Yao, Chunyun Zhang, Hebo Ma, Zhaochun Ren, James Ko
98citations -
Encrypted federated learning for secure decentralized collaboration in cancer image analysis2023 Medical Image Analysis article Computer Science Privacy-Preserving Technologies in Data Open access
Daniel Truhn, Soroosh Tayebi Arasteh, Oliver Lester Saldanha, Gustav Anton Müller‐Franzes, Firas Khader, Philip Quirke, +21 more
90citations -
Challenging the Security of Logic Locking Schemes in the Era of Deep Learning: A Neuroevolutionary Approach2021 ACM Journal on Emerging Technologies in Computing Systems article Computer Science Physical Unclonable Functions (PUFs) and Hardware Security Open access
Dominik Šišejković, Farhad Merchant, Lennart M. Reimann, Ahmed Hallawa, Rainer Leupers
85citations -
Deep learning-based phenotyping reclassifies combined hepatocellular-cholangiocarcinoma2023 Nature Communications article Computer Science AI in cancer detection Open access cited by 1 patent
Julien Caldéraro, Narmin Ghaffari Laleh, Qinghe Zeng, Pascale Maillé, Loëtitia Favre, Anaïs Pujals, +79 more
85citations -
Hyperbolic Image Segmentation2022 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
Mina Ghadimi Atigh, Julian Schoep, Erman Acar, Nanne van Noord, Pascal Mettes
81citations -
Sharing Distributed and Heterogeneous Resources toward End-to-End 5G Networks: A Comprehensive Survey and a Taxonomy2020 IEEE Communications Surveys & Tutorials article Computer Science Software-Defined Networks and 5G Open access cited by 3 patents
Nina Slamnik–Kriještorac, Haris Kremo, Marco Ruffini, Johann M. Márquez-Barja
66citations -
Query Performance Prediction Using Relevance Judgments Generated by Large Language Models2025 ACM Transactions on Information Systems article Computer Science Information Retrieval and Search Behavior Open access
Chuan Meng, Negar Arabzadeh, Arian Askari, Mohammad Aliannejadi, Maarten de Rijke
61citations -
Deep learning for multi-class semantic segmentation enables colorectal cancer detection and classification in digital pathology images2023 Scientific Reports article Computer Science AI in cancer detection Open access cited by 1 patent
John‐Melle Bokhorst, Irıs D. Nagtegaal, Filippo Fraggetta, Simona Vatrano, Wilma E. Mesker, Michael Vieth, +2 more
60citations -
Activity recognition using wearable sensors for tracking the elderly2020 User Modeling and User-Adapted Interaction article Computer Science Context-Aware Activity Recognition Systems Open access
Stylianos Paraschiakos, Ricardo Cachucho, Matthijs Moed, Diana van Heemst, Simon P. Mooijaart, P. Eline Slagboom, +2 more
60citations -
Differential privacy for medical deep learning: methods, tradeoffs, and deployment implications2026 npj Digital Medicine article Computer Science Privacy-Preserving Technologies in Data Open access
Mohsen Vejdanihemmat, Mahshad Lotfinia, Mirabela Rusu, Daniel Truhn, Andreas Maier, Soroosh Tayebi Arasteh
53citations -
Reinforcement learning for optimization of variational quantum circuit architectures2021 arXiv (Cornell University) preprint Computer Science Quantum Computing Algorithms and Architecture Open access
Mateusz Ostaszewski, Lea M. Trenkwalder, Wojciech Masarczyk, Eleanor Scerri, Vedran Dunjko
50citations -
Tuning as a means of assessing the benefits of new ideas in interplay with existing algorithmic modules2021 Genetic and Evolutionary Computation Conference Companion (GECCO Companion) conference-paper Computer Science Metaheuristic Optimization Algorithms Research Open access
Jacob de Nobel, Diederick Vermetten, Hao Wang, Carola Doerr, Thomas Bäck
49citations