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Can We Ditch Feature Engineering? End-to-End Deep Learning for Affect Recognition from Physiological Sensor Data.
Sensors (Basel). 2020 Nov 16;20(22):6535. doi: 10.3390/s20226535.
Sensors (Basel). 2020.
PMID: 33207564
Free PMC article.
Processing Photoplethysmograms Recorded by Smartwatches to Improve the Quality of Derived Pulse Rate Variability.
Polak AG, Klich B, Saganowski S, Prucnal MA, Kazienko P.
Polak AG, et al. Among authors: saganowski s.
Sensors (Basel). 2022 Sep 17;22(18):7047. doi: 10.3390/s22187047.
Sensors (Basel). 2022.
PMID: 36146394
Free PMC article.
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Analysis of group evolution prediction in complex networks.
Saganowski S, Bródka P, Koziarski M, Kazienko P.
Saganowski S, et al.
PLoS One. 2019 Oct 29;14(10):e0224194. doi: 10.1371/journal.pone.0224194. eCollection 2019.
PLoS One. 2019.
PMID: 31661495
Free PMC article.
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Emognition dataset: emotion recognition with self-reports, facial expressions, and physiology using wearables.
Saganowski S, Komoszyńska J, Behnke M, Perz B, Kunc D, Klich B, Kaczmarek ŁD, Kazienko P.
Saganowski S, et al.
Sci Data. 2022 Apr 7;9(1):158. doi: 10.1038/s41597-022-01262-0.
Sci Data. 2022.
PMID: 35393434
Free PMC article.
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TRANSFoRm eHealth solution for quality of life monitoring.
Saganowski S, Misiaszek A, Bródka P, Andreasson A, Curcin V, Delaney B, Frączkowski K.
Saganowski S, et al.
AMIA Jt Summits Transl Sci Proc. 2016 Jul 20;2016:231-9. eCollection 2016.
AMIA Jt Summits Transl Sci Proc. 2016.
PMID: 27570677
Free PMC article.
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