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Discovering Digital Biomarkers of Panic Attack Risk in Consumer Wearables Data.
McGinnis EW, Lunna S, Berman I, Loftness BC, Bagdon S, Danforth CM, Price M, Copeland WE, McGinnis RS. McGinnis EW, et al. Among authors: lunna s. Annu Int Conf IEEE Eng Med Biol Soc. 2023 Jul;2023:1-4. doi: 10.1109/EMBC40787.2023.10339982. Annu Int Conf IEEE Eng Med Biol Soc. 2023. PMID: 38083448
Discovering Digital Biomarkers of Panic Attack Risk in Consumer Wearables Data.
McGinnis EW, Lunna S, Berman I, Loftness BC, Bagdon S, Danforth CM, Price M, Copeland WE, McGinnis RS. McGinnis EW, et al. Among authors: lunna s. medRxiv [Preprint]. 2023 Mar 6:2023.03.01.23286647. doi: 10.1101/2023.03.01.23286647. medRxiv. 2023. PMID: 36909613 Free PMC article. Updated. Preprint.
Expecting the Unexpected: Predicting Panic Attacks From Mood, Twitter, and Apple Watch Data.
McGinnis EW, Loftness B, Lunna S, Berman I, Bagdon S, Lewis G, Arnold M, Danforth CM, Dodds PS, Price M, Copeland WE, McGinnis RS. McGinnis EW, et al. Among authors: lunna s. IEEE Open J Eng Med Biol. 2024 Jan 15;5:14-20. doi: 10.1109/OJEMB.2024.3354208. eCollection 2024. IEEE Open J Eng Med Biol. 2024. PMID: 38445244 Free PMC article.