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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 -
Exploiting Temporal Context for Tiny Object Detection2023 IEEE/CVF Winter Conference on Applications of Computer Vision Workshops (WACVW) conference-paper Computer Science Advanced Neural Network Applications Open access
Christof W. Corsel, Michel van Lier, Leo Kampmeijer, Nicolas Boehrer, Erwin M. Bakker
27citations -
Visual Assistance in Development and Validation of Bayesian Networks for Clinical Decision Support2022 IEEE Transactions on Visualization and Computer Graphics article Computer Science Bayesian Modeling and Causal Inference Open access
Juliane Müller, Seyedbehnam Beladi, Stephanie Vrede, Monique Meuschke, Peter Lucas, Johanna M. A. Pijnenborg, +1 more
7citations -
A standardized framework for risk-based assessment of treatment effect heterogeneity in observational healthcare databases2020 arXiv (Cornell University) preprint Mathematics Advanced Causal Inference Techniques Open access
Alexandros Rekkas, David V. Klaveren, Patrick B. Ryan, Ewout Willem Steyerberg, David M. Kent, Peter R. Rijnbeek
1citations -
fluxTrAM: Integration of tracer-based metabolomics data into atomically resolved genome-scale metabolic networks for metabolic flux analysis2024 bioRxiv (Cold Spring Harbor Laboratory) preprint Biochemistry, Genetics and Molecular Biology Microbial Metabolic Engineering and Bioproduction Open access
Luojiao Huang, German Preciat, Jesús Alarcón-Gil, Edinson Lucumi Moreno, Agnieszka B. Wegrzyn, Ines Thiele, +4 more
1citations -
Phenotype prediction using biologically interpretable neural networks on multi-cohort multi-omics data2024 npj Systems Biology and Applications article Biochemistry, Genetics and Molecular Biology Bioinformatics and Genomic Networks Open access
Arno van Hilten, Jeroen van Rooij, Bastiaan T. Heijmans, Peter A.C. ’t Hoen, Joyce B. J. van Meurs, Rick Jansen, +46 more
22citations -
GraphComm predicts cell cell communication using a graph based deep learning method in single cell RNA sequencing data2025 Scientific Reports article Biochemistry, Genetics and Molecular Biology Single-cell and spatial transcriptomics Open access
Emily So, Sikander Hayat, Sisira Kadambat Nair, Bo Wang, Benjamin Haibe‐Kains
19citations -
GraphComm: A Graph-based Deep Learning Method to Predict Cell-Cell Communication in single-cell RNAseq data2023 bioRxiv (Cold Spring Harbor Laboratory) preprint Biochemistry, Genetics and Molecular Biology Single-cell and spatial transcriptomics Open access
Emily So, Sikander Hayat, Sisira Kadambat Nair, Bo Wang, Benjamin Haibe‐Kains
13citations -
Automation of Ultrasonic Monitoring for Resistance Spot Welding Using Deep Learning2026 Journal of Manufacturing and Materials Processing article Engineering Welding Techniques and Residual Stresses Open access
Ryan Scott, Danilo Stocco, Sheida Sarafan, Lukas Behnen, Andriy M. Chertov, Priti Wanjara, +1 more
3citations -
A Physics-Informed Meta-Learning Framework for the Continuous Solution of Parametric PDEs on Arbitrary Geometries2025 arXiv (Cornell University) preprint Physics and Astronomy Model Reduction and Neural Networks Open access
Reza Najian Asl, Yusuke Yamazaki, Kianoosh Taghikhani, Mayu Muramatsu, Markus Apel, Shahed Rezaei
1citations