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The harm of class imbalance corrections for risk prediction models: illustration and simulation using logistic regression2022 Journal of the American Medical Informatics Association article Computer Science Imbalanced Data Classification Techniques Open access
Ruben van den Goorbergh, Maarten van Smeden, Dirk Timmerman, Ben Van Calster
360citations -
A Digitally Competent Health Workforce: Scoping Review of Educational Frameworks2020 Journal of Medical Internet Research article Computer Science Digital literacy in education Open access
Nuraini Nazeha, Deepali Pavagadhi, Bhone Myint Kyaw, Josip Car, Gerónimo Jiménez, Lorainne Tudor Car
227citations -
Artificial intelligence for detection of microsatellite instability in colorectal cancer—a multicentric analysis of a pre-screening tool for clinical application
Amelie Echle, Narmin Ghaffari Laleh, Philip Quirke, Heike Irmgard Grabsch, Hannah Sophie Muti, Oliver Lester Saldanha, +32 more
112citations -
Federated Learning for Automatic Modulation Classification Under Class Imbalance and Varying Noise Condition2021 IEEE Transactions on Cognitive Communications and Networking article Computer Science Wireless Signal Modulation Classification cited by 1 patent
Yu Wang, Guan Gui, Haris Gacanin, Bamidele Adebisi, Hikmet Sari, Fumiyuki Adachi
109citations -
FPGA-based Deep Learning Inference Accelerators: Where Are We Standing?2023 ACM Transactions on Reconfigurable Technology and Systems article Computer Science Embedded Systems Design Techniques Open access
Anouar Nechi, Lukas Groth, Saleh Mulhem, Farhad Merchant, Rainer Buchty, Mladen Bereković
73citations -
Retrieval Models Aren’t Tool-Savvy: Benchmarking Tool Retrieval for Large Language Models2025 Findings of the Association for Computational Linguistics: ACL (Findings of ACL) conference-paper Computer Science Information Retrieval and Search Behavior Open access
Zhengliang Shi, Yuhan Wang, Lingyong Yan, Pengjie Ren, Shuaiqiang Wang, Dawei Yin, +1 more
51citations -
Joint Convexity of Error Probability in Blocklength and Transmit Power in the Finite Blocklength Regime2022 IEEE Transactions on Wireless Communications article Computer Science Error Correcting Code Techniques cited by 1 patent
Yao Lin Zhu, Yulin Hu, Xiaopeng Yuan, M. Cenk Gursoy, H. Vincent Poor, Anke Schmeink
45citations -
plantR: An R package and workflow for managing species records from biological collections2021 Methods in Ecology and Evolution article Computer Science Research Data Management Practices Open access
Renato A. Ferreira de Lima, Andrea Sánchez‐Tapia, Sara Ribeiro Mortara, Hans ter Steege, Marinez Ferreira de Siqueira
40citations