Research graph
References from Synthetic data generation methods in healthcare: A review on open-source tools and methods. Local targets link to admitted publications; unresolved targets remain external evidence.
10.1038/s41591-019-0727-5
10.1038/s41591-019-0727-5 · External reference
10.1038/s41437-020-0303-2
10.1038/s41437-020-0303-2 · External reference
10.3390/app122312320
10.3390/app122312320 · External reference
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10.1016/j.neucom.2019.12.136
10.1016/j.neucom.2019.12.136 · External reference
10.1371/journal.pdig.0000082
10.1371/journal.pdig.0000082 · External reference
10.1016/j.cosrev.2023.100546
10.1016/j.cosrev.2023.100546 · External reference
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10.3390/math10152733
10.3390/math10152733 · External reference
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10.1145/3442188.3445879
10.1145/3442188.3445879 · External reference
10.3390/sci6010003
10.3390/sci6010003 · External reference
10.1002/psp4.12613
10.1002/psp4.12613 · External reference
10.1186/s12859-022-04826-4
10.1186/s12859-022-04826-4 · External reference
10.1007/s41109-020-00339-2
10.1007/s41109-020-00339-2 · External reference
10.1109/embc44109.2020.9176567
10.1109/embc44109.2020.9176567 · 2020 · External reference
Dataset comparison workflows
10.1504/ijds.2018.10013385 · 2018 · External reference
10.2196/30483
10.2196/30483 · External reference
Bayesian inference-based gaussian mixture models with optimal components estimation towards large-scale synthetic data generation for in silico clinical trials
10.1109/ojemb.2022.3181796 · 2022 · External reference
10.1109/embc46164.2021.9629653
10.1109/embc46164.2021.9629653 · 2021 · External reference
10.1109/ssci44817.2019.9002852
10.1109/ssci44817.2019.9002852 · External reference
10.3390/s19051181
10.3390/s19051181 · External reference
10.1109/jbhi.2022.3147383
10.1109/jbhi.2022.3147383 · External reference
10.3389/frai.2022.918813
10.3389/frai.2022.918813 · External reference
10.1177/14604582221077000
10.1177/14604582221077000 · External reference
10.1007/s00500-023-08345-z
10.1007/s00500-023-08345-z · External reference
10.1145/3580305.3599534
10.1145/3580305.3599534 · External reference
10.1109/tkde.2023.3310909
10.1109/tkde.2023.3310909 · External reference
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10.1016/j.csbj.2022.04.003 · Admitted local publication
10.1007/978-3-030-87583-1_17
10.1007/978-3-030-87583-1_17 · External reference
10.1016/j.compmedimag.2023.102249
10.1016/j.compmedimag.2023.102249 · External reference
10.1109/isbi.2019.8759152
10.1109/isbi.2019.8759152 · External reference
10.1109/tip.2020.2977573
10.1109/tip.2020.2977573 · External reference
10.1109/bibe.2019.00126
10.1109/bibe.2019.00126 · External reference
10.1016/j.compbiomed.2021.104520
10.1016/j.compbiomed.2021.104520 · External reference
10.3389/fmedt.2021.719380
10.3389/fmedt.2021.719380 · External reference
10.1038/s41746-020-00353-9
10.1038/s41746-020-00353-9 · External reference
10.1002/cpt.3099
10.1002/cpt.3099 · External reference
10.1007/s41870-022-01081-x
10.1007/s41870-022-01081-x · External reference
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10.1016/j.ibmed.2020.100007
10.1016/j.ibmed.2020.100007 · External reference
10.1109/embc40787.2023.10340194
10.1109/embc40787.2023.10340194 · External reference
10.1109/jbhi.2022.3196697
10.1109/jbhi.2022.3196697 · External reference
10.1038/s41598-024-57207-7
10.1038/s41598-024-57207-7 · External reference
10.1109/sami60510.2024.10432913
10.1109/sami60510.2024.10432913 · External reference
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10.1007/s00521-021-06163-8
10.1007/s00521-021-06163-8 · External reference
10.1007/978-3-031-48593-0_5
10.1007/978-3-031-48593-0_5 · External reference
10.1007/s42979-021-00720-7
10.1007/s42979-021-00720-7 · External reference
10.1109/access.2023.3253282
10.1109/access.2023.3253282 · External reference
10.1109/dsaa54385.2022.10032367
10.1109/dsaa54385.2022.10032367 · External reference
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10.1109/embc48229.2022.9871475
10.1109/embc48229.2022.9871475 · External reference
10.1109/access.2021.3062187
10.1109/access.2021.3062187 · External reference
10.1007/978-3-031-43990-2_39
10.1007/978-3-031-43990-2_39 · External reference
medigan: a Python library of pretrained generative models for medical image synthesis
10.1117/1.jmi.10.6.061403 · 2023 · External reference
10.1007/978-3-031-18576-2_1
10.1007/978-3-031-18576-2_1 · External reference
10.1109/tnnls.2023.3315307
10.1109/tnnls.2023.3315307 · External reference
10.1007/978-3-030-80432-9_27
10.1007/978-3-030-80432-9_27 · External reference
10.1109/tip.2021.3049346
10.1109/tip.2021.3049346 · External reference
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10.1109/isbi48211.2021.9434137
10.1109/isbi48211.2021.9434137 · External reference
10.1016/j.compbiomed.2024.108389
10.1016/j.compbiomed.2024.108389 · External reference
10.3390/cancers15030951
10.3390/cancers15030951 · External reference
10.1109/isbi.2019.8759491
10.1109/isbi.2019.8759491 · External reference
10.1007/s41666-023-00133-6
10.1007/s41666-023-00133-6 · External reference
10.1016/j.patter.2022.100453
10.1016/j.patter.2022.100453 · External reference
10.1109/jbhi.2022.3223777
10.1109/jbhi.2022.3223777 · External reference
10.1109/cbms58004.2023.00341
10.1109/cbms58004.2023.00341 · External reference
10.1145/3583593
10.1145/3583593 · External reference
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10.1007/978-3-030-59137-3_34
10.1007/978-3-030-59137-3_34 · External reference
10.1016/j.compbiomed.2023.107115
10.1016/j.compbiomed.2023.107115 · External reference
10.1609/aaai.v37i7.26031
10.1609/aaai.v37i7.26031 · External reference
10.1093/bioinformatics/bty280
10.1093/bioinformatics/bty280 · External reference
10.1186/s12859-021-04521-w
10.1186/s12859-021-04521-w · External reference
10.1109/tcbb.2022.3151840
10.1109/tcbb.2022.3151840 · External reference
10.1093/bioinformatics/btab369
10.1093/bioinformatics/btab369 · External reference
10.1093/bioinformatics/btaa877
10.1093/bioinformatics/btaa877 · External reference
10.1093/bioinformatics/bty847
10.1093/bioinformatics/bty847 · External reference
10.1093/bioinformatics/btv544
10.1093/bioinformatics/btv544 · External reference
10.1093/bioinformatics/btw440
10.1093/bioinformatics/btw440 · External reference
10.1186/s12911-024-02487-2
10.1186/s12911-024-02487-2 · External reference
10.1093/bioinformatics/btab608
10.1093/bioinformatics/btab608 · External reference
10.1093/bioinformatics/btaa623
10.1093/bioinformatics/btaa623 · External reference
10.1186/s12859-022-05005-1
10.1186/s12859-022-05005-1 · External reference
10.1371/journal.pcbi.1011814
10.1371/journal.pcbi.1011814 · External reference
10.1093/bioinformatics/btab164
10.1093/bioinformatics/btab164 · External reference
10.1038/s41746-022-00666-x
10.1038/s41746-022-00666-x · External reference
10.1007/s11548-021-02372-7
10.1007/s11548-021-02372-7 · External reference
10.1038/s41746-018-0070-0 · Admitted local publication
10.1007/s10278-022-00697-6
10.1007/s10278-022-00697-6 · External reference
10.1038/s41746-024-01076-x
10.1038/s41746-024-01076-x · External reference
10.3390/electronics12091989
10.3390/electronics12091989 · External reference
10.1016/j.compbiomed.2023.107054
10.1016/j.compbiomed.2023.107054 · External reference
10.1016/j.cmpb.2022.106932
10.1016/j.cmpb.2022.106932 · External reference
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10.1007/s10462-022-10358-3
10.1007/s10462-022-10358-3 · External reference
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10.1109/tnnls.2015.2429711
10.1109/tnnls.2015.2429711 · External reference
