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Matthew B. Blaschko

Katholieke Universiteit Leuven
Max Planck Society
École Centrale Paris

181

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5206

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Benchmarking Scalable Predictive Uncertainty in Text Classification.

2022 IEEE Access
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CLIMAT: Clinically-Inspired Multi-Agent Transformers for Knee Osteoarthritis Trajectory Forecasting.

2022 ISBI | International Symposium on Biomedical Imaging
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Kinematics Design of a MacPherson Suspension Architecture Based on Bayesian Optimization.

2021 IEEE Transactions on Systems, Man, and Cybernetics
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Glaucoma detection beyond the optic disc: The importance of the peripapillary region using explainable deep learning.

2021 arXiv: Image and Video Processing
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CLIMAT: Clinically-Inspired Multi-Agent Transformers for Disease Trajectory Forecasting from Multi-modal Data.

2021 arXiv: Learning
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On the Relationship Between Calibrated Predictors and Unbiased Volume Estimation

2021 MICCAI | Medical Image Computing and Computer-Assisted Intervention
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Differentially Private SGD with Sparse Gradients.

2021 arXiv: Learning
- Junyi Zhu
- Matthew B. Blaschko
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Pathological myopia classification with simultaneous lesion segmentation using deep learning.

2021 Computer Methods and Programs in Biomedicine
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Convolutional neural network predicts visual field threshold values from optical coherence tomography scans

2021 Investigative Ophthalmology & Visual Science
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DeepProg: A Transformer-based Framework for Predicting Disease Prognosis.

2021 arXiv: Learning
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