scSemiProfiler: Advancing Large-scale Single-cell Studies through Semi-profiling with Deep Generative Models and Active Learning

Jingtao Wang; Gregory Fonseca; Jun Ding

doi:10.1101/2023.11.20.567929

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scSemiProfiler: Advancing Large-scale Single-cell Studies through Semi-profiling with Deep Generative Models and Active Learning

Jingtao Wang, Gregory Fonseca, View ORCID ProfileJun Ding

doi: https://doi.org/10.1101/2023.11.20.567929

Jingtao Wang

1Meakins-Christe Laboratories, Research Institute of McGill University Health Centre, 1001 Decarie Blvd, Montreal, H4A 3J1, Quebec, Canada

2Department of Medicine, Division of Experimental Medicine, McGill University, 1001 Decarie Blvd, Montreal, H4A 3J1, Quebec, Canada

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Gregory Fonseca

1Meakins-Christe Laboratories, Research Institute of McGill University Health Centre, 1001 Decarie Blvd, Montreal, H4A 3J1, Quebec, Canada

2Department of Medicine, Division of Experimental Medicine, McGill University, 1001 Decarie Blvd, Montreal, H4A 3J1, Quebec, Canada

4Quantitative Life Sciences, McGill University, 845 Rue Sherbrooke Ouest, Montreal, H3A 0G4, Quebec, Canada

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Jun Ding

1Meakins-Christe Laboratories, Research Institute of McGill University Health Centre, 1001 Decarie Blvd, Montreal, H4A 3J1, Quebec, Canada

2Department of Medicine, Division of Experimental Medicine, McGill University, 1001 Decarie Blvd, Montreal, H4A 3J1, Quebec, Canada

3School of Computer Science, McGill University, 3480 Rue University, Montreal, H3A 2A7, Quebec, Canada

4Quantitative Life Sciences, McGill University, 845 Rue Sherbrooke Ouest, Montreal, H3A 0G4, Quebec, Canada

5Mila-Quebec AI Institute, 6666 Rue Saint-Urbain, Montreal, H2S 3H1, Quebec, Canada

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ORCID record for Jun Ding
For correspondence: jun.ding@mcgill.ca

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https://www.ebi.ac.uk/biostudies/arrayexpress/studies/E-MTAB-10026
https://www.synapse.org/#!Synapse:syn26844071/wiki/615389
https://www.ncbi.nlm.nih.gov/geo/query/acc.cgi?acc=GSE226081
https://www.ncbi.nlm.nih.gov/geo/query/acc.cgi?acc=GSE200596

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Posted May 02, 2024.

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scSemiProfiler: Advancing Large-scale Single-cell Studies through Semi-profiling with Deep Generative Models and Active Learning

Jingtao Wang, Gregory Fonseca, Jun Ding

bioRxiv 2023.11.20.567929; doi: https://doi.org/10.1101/2023.11.20.567929

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scSemiProfiler: Advancing Large-scale Single-cell Studies through Semi-profiling with Deep Generative Models and Active Learning

Jingtao Wang, Gregory Fonseca, Jun Ding

bioRxiv 2023.11.20.567929; doi: https://doi.org/10.1101/2023.11.20.567929

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