PARC: ultrafast and accurate clustering of phenotypic data of millions of single cells SV Stassen, DMD Siu, KCM Lee, JWK Ho, HKH So, KK Tsia Bioinformatics 36 (9), 2778-2786, 2020 | 87 | 2020 |
Deep-learning-assisted biophysical imaging cytometry at massive throughput delineates cell population heterogeneity DMD Siu, KCM Lee, MCK Lo, SV Stassen, M Wang, IZQ Zhang, HKH So, ... Lab on a Chip 20 (20), 3696-3708, 2020 | 44 | 2020 |
Generalized and scalable trajectory inference in single-cell omics data with VIA SV Stassen, GGK Yip, KKY Wong, JWK Ho, KK Tsia Nature communications 12 (1), 5528, 2021 | 41 | 2021 |
StaVia: Spatially and temporally aware cartography with higher order random walks for cell atlases SV Stassen, M Kobashi, Y Huang, JWK Ho, K Tsia bioRxiv, 2024.01. 29.577871, 2024 | | 2024 |
Image-based single-cell biophysical phenotyping of SARS-CoV-2 infection by high-throughput quantitative phase imaging flow cytometry GGK Yip, AWH Chin, SV Stassen, MCK Lo, R Sreeramachandramurthy, ... High-Speed Biomedical Imaging and Spectroscopy VII, PC119710N, 2022 | | 2022 |
Scalable graph based single cell omics analysis SV Stassen University of Warwick, 2022 | | 2022 |
VIA: Generalized and scalable trajectory inference in single-cell omics data SV Stassen, GGK Yip, KKY Wong, JWK Ho, KK Tsia bioRxiv, 2021.02. 10.430705, 2021 | | 2021 |
Robust Quantitative Phase Imaging Cytometry with Transfer Learning MCK Lo, SV Stassen, DMD Siu, KK Tsia Microscopy Histopathology and Analytics, MTu2A. 3, 2020 | | 2020 |
Accelerated Pheno-Tree (APT) for large-scale label-free image-based single-cell analysis (Conference Presentation) SV Stassen High-Speed Biomedical Imaging and Spectroscopy IV 10889, 108890C, 2019 | | 2019 |
Accelerated Pheno-Tree (APT) for large-scale, label-free of image-based single-cell analysis SV Stassen, CM Lee, KKM Tsia SPIE Photonics West BIOS 2019: High-Speed Biomedical Imaging and …, 2019 | | 2019 |