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 | 59 | 2019 |
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 | 23 | 2022 |
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 | 22 | 2018 |
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 | 18 | 2019 |
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 | 10 | 2019 |
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 | 7 | 2024 |
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 | 6 | 2020 |
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 | 5 | 2021 |
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 | 5 | 2020 |
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 | 2 | 2021 |
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 | 1 | 2022 |
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 |