| Joint semi-supervised and active learning for segmentation of gigapixel pathology images with cost-effective labeling Z Lai, C Wang, LC Oliveira, BN Dugger, SC Cheung, CN Chuah Proceedings of the IEEE/CVF international conference on computer vision, 591-600, 2021 | 41 | 2021 |
| Clipath: Fine-tune clip with visual feature fusion for pathology image analysis towards minimizing data collection efforts Z Lai, Z Li, LC Oliveira, J Chauhan, BN Dugger, CN Chuah Proceedings of the IEEE/CVF International Conference on Computer Vision …, 2023 | 19 | 2023 |
| Preanalytic variable effects on segmentation and quantification machine learning algorithms for amyloid-β analyses on digitized human brain slides LC Oliveira, Z Lai, D Harvey, K Nzenkue, LW Jin, C Decarli, CN Chuah, ... Journal of Neuropathology & Experimental Neurology 82 (3), 212-220, 2023 | 10 | 2023 |
| BrainSec: automated brain tissue segmentation pipeline for scalable neuropathological analysis Z Lai, LC Oliveira, R Guo, W Xu, Z Hu, K Mifflin, C Decarli, SC Cheung, ... IEEE Access 10, 49064-49079, 2022 | 9 | 2022 |
| Machine Learning–Based Critical Congenital Heart Disease Screening Using Dual‐Site Pulse Oximetry Measurements H Siefkes, LC Oliveira, R Koppel, W Hogan, M Garg, E Manalo, ... Journal of the American Heart Association, e033786, 2024 | 5 | 2024 |
| A machine learning driven pipeline for automated Photoplethysmogram signal artifact detection LC Oliveira, Z Lai, W Geng, H Siefkes, CN Chuah 2021 IEEE/ACM Conference on Connected Health: Applications, Systems and …, 2021 | 3 | 2021 |
| How cy pres promotes transdisciplinary convergence science: an academic health center for women’s cardiovascular and brain health A Villablanca, BN Dugger, S Nuthikattu, J Chauhan, S Cheung, ... Journal of Clinical and Translational Science 8 (1), e16, 2024 | 2 | 2024 |
| Automating Microinfarct Screening in Hematoxylin and Eosin‐stained Human Brain Tissues: A Machine Learning Approach LC Oliveira, J Chauhan, Z Lai, S Cheung, A Villablanca, LW Jin, ... Alzheimer's & Dementia 20, e095132, 2024 | | 2024 |
| Machine learning quantification of Amyloid-β deposits in the temporal lobe of 131 brain bank cases R Scalco, LC Oliveira, Z Lai, DJ Harvey, L Abujamil, C DeCarli, LW Jin, ... Acta neuropathologica communications 12 (1), 134, 2024 | | 2024 |
| Generalizable semi-supervised learning strategies for multiple learning tasks using 1-d biomedical signals LC Oliveira, Z Lai, HM Siefkes, CN Chuah NeurIPS 2022 Workshop on Learning from Time Series for Health, 2022 | | 2022 |
| Generalizability of deep learning frameworks for amyloid-beta deposit assessment, evaluation of pre-analytic variables Z Lai, LC Oliveira, D Harvey, K Nzenkue, LW Jin, C DeCarli, CN Chuah, ... JOURNAL OF NEUROPATHOLOGY AND EXPERIMENTAL NEUROLOGY 81 (6), 473-473, 2022 | | 2022 |
