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Lodewijk Brand
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Joint multi-modal longitudinal regression and classification for alzheimer’s disease prediction
L Brand, K Nichols, H Wang, L Shen, H Huang
IEEE transactions on medical imaging 39 (6), 1845-1855, 2019
592019
Scaling multi-instance support vector machine to breast cancer detection on the BreaKHis dataset
H Seo, L Brand, LS Barco, H Wang
Bioinformatics 38 (Supplement_1), i92-i100, 2022
232022
Joint high-order multi-task feature learning to predict the progression of alzheimer’s disease
L Brand, H Wang, H Huang, S Risacher, A Saykin, L Shen, ADNI
Medical Image Computing and Computer Assisted Intervention–MICCAI 2018: 21st …, 2018
222018
Learning robust distance metric with side information via ratio minimization of orthogonally constrained l21-norm distances
K Liu, L Brand, H Wang, F Nie
Proceedings of the Twenty-Eighth International Joint Conference on …, 2019
182019
Predicting longitudinal outcomes of Alzheimer’s disease via a tensor-based joint classification and regression model
L Brand, K Nichols, H Wang, H Huang, L Shen, ...
PACIFIC SYMPOSIUM ON BIOCOMPUTING 2020, 7-18, 2019
102019
A linear primal–dual multi-instance SVM for big data classifications
L Brand, H Seo, LZ Baker, C Ellefsen, J Sargent, H Wang
Knowledge and Information Systems 66 (1), 307-338, 2024
72024
Learning robust multilabel sample specific distances for identifying hiv-1 drug resistance
L Brand, X Yang, K Liu, S Elbeleidy, H Wang, H Zhang, F Nie
Journal of Computational Biology 27 (4), 655-672, 2020
62020
A multi-instance support vector machine with incomplete data for clinical outcome prediction of covid-19
L Brand, LZ Baker, H Wang
proceedings of the 12th ACM conference on bioinformatics, computational …, 2021
52021
Task balanced multimodal feature selection to predict the progression of alzheimer’s disease
L Brand, B O’Callaghan, A Sun, H Wang
2020 IEEE 20th International Conference on Bioinformatics and Bioengineering …, 2020
52020
Integrating static and dynamic data for improved prediction of cognitive declines using augmented genotype-phenotype representations
H Seo, L Brand, H Wang, F Nie
Proceedings of the AAAI conference on artificial intelligence 35 (1), 522-530, 2021
22021
Scalable multi-instance multi-shape support vector machine for whole slide breast histopathology
H Seo, L Brand, LS Barco, H Wang
2022 IEEE International Conference on Knowledge Graph (ICKG), 225-232, 2022
12022
Design, Implementation and Interpretation of Algorithms to Predict the Progression of Alzheimer’s Disease
LWC Brand
Colorado School of Mines, 2021
2021
Learning Semi-Supervised Representation Enrichment Using Longitudinal Imaging-Genetic Data
H Seo, L Brand, H Wang
2020 IEEE International Conference on Bioinformatics and Biomedicine (BIBM …, 2020
2020
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