Visualizing structure and transitions in high-dimensional biological data KR Moon, D Van Dijk, Z Wang, S Gigante, DB Burkhardt, WS Chen, K Yim, ... Nature biotechnology 37 (12), 1482-1492, 2019 | 978* | 2019 |
Enhancing experimental signals in single-cell RNA-sequencing data using graph signal processing DB Burkhardt, JS Stanley III, AL Perdigoto, SA Gigante, KC Herold, G Wolf, ... | 190* | 2019 |
Using long-read sequencing to detect imprinted DNA methylation S Gigante, Q Gouil, A Lucattini, A Keniry, T Beck, M Tinning, L Gordon, ... Nucleic acids research 47 (8), e46-e46, 2019 | 106 | 2019 |
Multiscale PHATE identifies multimodal signatures of COVID-19 M Kuchroo, J Huang, P Wong, JC Grenier, D Shung, A Tong, C Lucas, ... Nature biotechnology 40 (5), 681-691, 2022 | 73* | 2022 |
Single-cell analysis reveals inflammatory interactions driving macular degeneration M Kuchroo, M DiStasio, E Song, E Calapkulu, L Zhang, M Ige, AH Sheth, ... Nature Communications 14 (1), 2589, 2023 | 35 | 2023 |
Visualizing the phate of neural networks S Gigante, AS Charles, S Krishnaswamy, G Mishne Advances in neural information processing systems 32, 2019 | 33 | 2019 |
Harmonic alignment JS Stanley III, S Gigante, G Wolf, S Krishnaswamy Proceedings of the 2020 SIAM International Conference on Data Mining, 316-324, 2020 | 16 | 2020 |
Picopore: A tool for reducing the storage size of Oxford Nanopore Technologies datasets without loss of functionality S Gigante F1000Research 6, 227, 2017 | 10 | 2017 |
An environmentally responsive transcriptional state modulates cell identities during root development M Oliva, T Stuart, D Tang, J Pflueger, D Poppe, JS Jabbari, S Gigante, ... bioRxiv, 2022.03. 04.483008, 2022 | 9 | 2022 |
Integrated transcriptome and trajectory analysis of cutaneous T-cell lymphoma identifies putative precancer populations J Ren, R Qu, NT Rahman, JM Lewis, ALO King, X Liao, FN Mirza, ... Blood Advances 7 (3), 445-457, 2023 | 7 | 2023 |
Topological analysis of single-cell data reveals shared glial landscape of macular degeneration and neurodegenerative diseases M Kuchroo, M DiStasio, E Calapkulu, M Ige, L Zhang, AH Sheth, M Menon, ... Biorxiv, 2021.01. 19.427286, 2021 | 6 | 2021 |
Compressed diffusion S Gigante, JS Stanley, N Vu, D van Dijk, KR Moon, G Wolf, ... 2019 13th International conference on Sampling Theory and Applications …, 2019 | 6 | 2019 |
Modeling global dynamics from local snapshots with deep generative neural networks S Gigante, D van Dijk, KR Moon, A Strzalkowski, G Wolf, S Krishnaswamy 2019 13th International conference on Sampling Theory and Applications …, 2019 | 5* | 2019 |
Manifold alignment with feature correspondence JS Stanley III, G Wolf, S Krishnaswamy arXiv preprint arXiv:1810.00386, 2019 | 3 | 2019 |
Defining and benchmarking open problems in single-cell analysis MD Luecken, S Gigante, DB Burkhardt, R Cannoodt, DC Strobl, ... Research Square, 2024 | 2 | 2024 |
In-house training of the nanonet local basecaller: opportunities and challenges S Gigante Oxford Nanopore Technologies, 2017 | 2 | 2017 |
Dataset 1 in: Picopore: A tool for reducing the storage size of Oxford Nanopore Technologies datasets without loss of functionality. F1000Research. 2017 S Gigante Data Source, 0 | 2* | |
SystemMatch: optimizing preclinical drug models to human clinical outcomes via generative latent-space matching S Gigante, VG Raghavan, AM Robinson, RA Barton, AH Rahman, ... arXiv preprint arXiv:2205.07110, 2022 | 1 | 2022 |
Diffusion-based Approaches to Visualization and Exploration of High-Dimensional Data SA Gigante Yale University, 2021 | 1 | 2021 |
Topological analysis of single-cell hierarchy reveals inflammatory glial landscape of macular degeneration BP Hafler, M Kuchroo, M DiStasio, E Song, L Zhang, M Ige, A Sheth, ... Investigative Ophthalmology & Visual Science 63 (7), 2314-2314, 2022 | | 2022 |