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Towards Foundational Models for Molecular Learning on Large-Scale Multi-Task Datasets (Ultra Large Dataset)2023 Zenodo (CERN European Organization for Nuclear Research) preprint Materials Science Machine Learning in Materials Science Open access
Dominique Beaini, Shenyang Huang, Joao Alex Cunha, Zhiyi Li, Gabriela Moisescu-Pareja, Oleksandr Dymov, +20 more
0citations -
Towards Foundational Models for Molecular Learning on Large-Scale Multi-Task Datasets (Ultra Large Dataset)2023 Zenodo (CERN European Organization for Nuclear Research) preprint Materials Science Machine Learning in Materials Science Open access
Dominique Beaini, Shenyang Huang, Joao Alex Cunha, Zhiyi Li, Gabriela Moisescu-Pareja, Oleksandr Dymov, +20 more
0citations -
Computational simulation of virtual patients reduces dataset bias and improves machine learning-based detection of ARDS from noisy heterogeneous ICU datasets
Konstantin Sharafutdinov, Sebastian Johannes Fritsch, Pejman Farhadi Ghalati, Sina Saffaran, Declan G. Bates, Jonathan G. Hardman, +5 more
5citations -
Computational Simulation of Virtual Patients Reduces Dataset Bias and Improves Machine Learning-Based Detection of ARDS from Noisy Heterogeneous ICU Datasets2023 IEEE Open Journal of Engineering in Medicine and Biology article Computer Science Machine Learning in Healthcare Open access
Konstantin Sharafutdinov, Sebastian Johannes Fritsch, Pejman Farhadi Ghalati, Sina Saffaran, Declan G. Bates, Jonathan G. Hardman, +5 more
12citations -
A practical guide for researchers and reviewers using the ABCD Study and other large longitudinal datasets2022 Developmental Cognitive Neuroscience article Computer Science Research Data Management Practices Open access
Natalie Marie Saragosa-Harris, Natasha Chaku, Niamh MacSweeney, Victoria Guazzelli Williamson, Maximilian Scheuplein, Brandee Feola, +9 more
173citations -
Accelerated semantic segmentation of additively manufactured metal matrix composites: Generating datasets, evaluating convolutional and transformer models, and developing the MicroSegQ+ Tool2024 Expert Systems with Applications article Engineering Additive Manufacturing and 3D Printing Technologies
Mutahar Safdar, Yi Fan Li, Randy El Haddad, Max Zimmermann, Gentry Wood, Guy Lamouche, +2 more
13citations -
The inD Dataset: A Drone Dataset of Naturalistic Road User Trajectories at German Intersections2020 IEEE Intelligent Vehicles Symposium conference-paper Engineering Autonomous Vehicle Technology and Safety Open access cited by 3 patents
Julian Bock, Robert Krajewski, Tobias Moers, Steffen Runde, Lennart Vater, Lutz Eckstein
483citations