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GPT-4o and the quest for machine learning interpretability in ICU risk of death prediction2025 BMC Medical Informatics and Decision Making article Computer Science Machine Learning in Healthcare Open access
Moein E. Samadi, Kateryna Nikulina, Sebastian Johannes Fritsch, Andreas Schuppert
7citations -
FULTR: A Large-Scale Fusion Learning to Rank Dataset and Its Application for Satisfaction-Oriented Ranking2025 ACM SIGKDD Conference on Knowledge Discovery and Data Mining (KDD) conference-paper Computer Science Information Retrieval and Search Behavior Open access
Yuchen Li, Hengyi Cai, Xinyu Ma, Shuaiqiang Wang, Haoyi Xiong, Zhaochun Ren, +2 more
3citations -
LACE: Code and Data Supplement for Evolving Executable Pipeline Programs for AutoML with Language Models2026 Zenodo (CERN European Organization for Nuclear Research) software Computer Science Evolutionary Algorithms and Applications Open access
Sofoklis Kitharidis, Bas van Stein, Cor J. Veenman, Jan N. van Rijn
0citations -
LACE: Code and Data Supplement for Evolving Executable Pipeline Programs for AutoML with Language Models2026 Zenodo (CERN European Organization for Nuclear Research) software Computer Science Evolutionary Algorithms and Applications Open access
Sofoklis Kitharidis, Bas van Stein, Cor J. Veenman, Jan N. van Rijn
0citations -
Bridging HPC Communities through the Julia Programming Language2022 arXiv (Cornell University) preprint Computer Science Parallel Computing and Optimization Techniques Open access
Valentin Churavy, William F. Godoy, Carsten Bauer, Hendrik Ranocha, Michael Schlottke‐Lakemper, Ludovic Räss, +6 more
18citations -
Handwork vs machine: a comparison of rheumatoid arthritis patient populations as identified from EHR free-text by diagnosis extraction through machine-learning or traditional criteria-based chart review2021 Arthritis Research & Therapy article Computer Science Machine Learning in Healthcare Open access
Tjardo Daniël Maarseveen, Marc P. Maurits, Ellis Niemantsverdriet, Annette H M van der Helm–van Mil, Tom W. J. Huizinga, Rachel Knevel
24citations -
Annotating Data for Fine-Tuning a Neural Ranker? Current Active Learning Strategies are not Better than Random Selection2023 Annual International ACM SIGIR Conference on Research and Development in Information Retrieval in the Asia Pacific Region (SIGIR-AP) conference-paper Computer Science Information Retrieval and Search Behavior Open access
Sophia Althammer, Guido Zuccon, Sebastian Hofstätter, Suzan Verberne, Allan Hanbury
4citations -
Localization-Driven Speech Enhancement in Noisy Multi-Speaker Hospital Environments Using Deep Learning and Meta Learning2022 IEEE/ACM Transactions on Audio Speech and Language Processing article Computer Science Speech and Audio Processing
Mahdi Barhoush, Ahmed Hallawa, Arne Peine, Lukas Märtin, Anke Schmeink
22citations -
POS0535 QUERY ALGORITHMS AND MACHINE LEARNING METHODS AS TOOLS TO IDENTIFY COMORBIDITIES IN LARGE-SCALE FREE-TEXT BASED FIELDS: A CASE-REPORT2021 Annals of the Rheumatic Diseases conference-abstract Computer Science Machine Learning in Healthcare Open access
Dieter Roehrich, T. Maarseveen, Alfons A den Broeder, Călin D. Popa, Rachel Knevel
0citations