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| 1 | +- title: '"The Harvard-Emory ECG Database."' |
| 2 | + image: '' |
| 3 | + description: '' |
| 4 | + authors: Koscova Z, Li Q, Robichaux C, Junior VM, Ghanta M, Gupta A, Rosand J, Aguirre |
| 5 | + AD, Reinertsen E, Song S, Hong S, Albert DE, Xue J, Parekh A, Sameni R, Reyna |
| 6 | + MA, Westover MB, Clifford GD |
| 7 | + link: |
| 8 | + url: https://bdsp-core.github.io/cdac-downloads/2026_Koscova_SciData_41741499.pdf |
| 9 | + display: 'Scientific data. 2026. 13(1). doi: 10.1038/s41597-026-06861-9. PMID: |
| 10 | + 41741499.' |
| 11 | + highlight: 0 |
| 12 | +- title: '"An Electrocardiogram Foundation Model Built on over 10 Million Recordings."' |
| 13 | + image: '' |
| 14 | + description: '' |
| 15 | + authors: Li J, Aguirre AD, Moura V, Jin J, Liu C, Zhong L, Sun C, Clifford G, Westover |
| 16 | + MB, Hong S |
| 17 | + link: |
| 18 | + url: https://bdsp-core.github.io/cdac-downloads/2025_Li_NEJMAI_40771651.pdf |
| 19 | + display: 'NEJM AI. 2025. 2(7). doi: 10.1056/aioa2401033. PMID: 40771651.' |
| 20 | + highlight: 0 |
| 21 | +- title: '"The Harvard-Emory ECG Database."' |
| 22 | + image: '' |
| 23 | + description: '' |
| 24 | + authors: Koscova Z, Li Q, Robichaux C, Junior VM, Ghanta M, Gupta A, Rosand J, Aguirre |
| 25 | + A, Hong S, Albert DE, Xue J, Parekh A, Sameni R, Reyna MA, Westover MB, Cliford |
| 26 | + GD |
| 27 | + link: |
| 28 | + url: https://bdsp-core.github.io/cdac-downloads/2025_Koscova_medRxiv_40385443.pdf |
| 29 | + display: 'medRxiv : the preprint server for health sciences. 2025. doi: 10.1101/2024.09.27.24314503. |
| 30 | + PMID: 40385443.' |
| 31 | + highlight: 0 |
| 32 | +- title: '"Sleep staging in the ICU with heart rate variability and breathing signals. |
| 33 | + An exploratory cross-sectional study using deep neural networks."' |
| 34 | + image: '' |
| 35 | + description: '' |
| 36 | + authors: Ganglberger W, Krishnamurthy PV, Quadri SA, Tesh RA, Bucklin AA, Adra N, |
| 37 | + Da Silva Cardoso M, Leone MJ, Hemmige A, Rajan S, Panneerselvam E, Paixao L, Higgins |
| 38 | + J, Ayub MA, Shao YP, Coughlin B, Sun H, Ye EM, Cash SS, Thompson BT, Akeju O, |
| 39 | + Kuller D, Thomas RJ, Westover MB |
| 40 | + link: |
| 41 | + url: https://bdsp-core.github.io/cdac-downloads/2023_Ganglberger_FrontNetwPhysiol_36926545.pdf |
| 42 | + display: 'Frontiers in network physiology. 2023. 3. 1120390. doi: 10.3389/fnetp.2023.1120390. |
| 43 | + PMID: 36926545.' |
| 44 | + highlight: 0 |
| 45 | +- title: '"Sleep staging from electrocardiography and respiration with deep learning."' |
| 46 | + image: '' |
| 47 | + description: '' |
| 48 | + authors: Sun H, Ganglberger W, Panneerselvam E, Leone MJ, Quadri SA, Goparaju B, |
| 49 | + Tesh RA, Akeju O, Thomas RJ, Westover MB |
| 50 | + link: |
| 51 | + url: https://bdsp-core.github.io/cdac-downloads/2020_Sun_Sleep_31863111.pdf |
| 52 | + display: 'Sleep. 2020. 43(7). doi: 10.1093/sleep/zsz306. PMID: 31863111.' |
| 53 | + highlight: 0 |
| 54 | +- title: '"Automatic Detection of General Anesthetic-States using ECG-Derived Autonomic |
| 55 | + Nervous System Features."' |
| 56 | + image: '' |
| 57 | + description: '' |
| 58 | + authors: Polk SL, Kashkooli K, Nagaraj SB, Chamadia S, Murphy JM, Sun H, Westover |
| 59 | + MB, Barbieri R, Akeju O |
| 60 | + link: |
| 61 | + url: https://bdsp-core.github.io/cdac-downloads/2019_Polk_AnnuIntConfIEEEEngMedBiolSoc_31946297.pdf |
| 62 | + display: 'Annual International Conference of the IEEE Engineering in Medicine |
| 63 | + and Biology Society. IEEE Engineering in Medicine and Biology Society. Annual |
| 64 | + International Conference. 2019. 2019. 2019-2022. doi: 10.1109/EMBC.2019.8857704. |
| 65 | + PMID: 31946297.' |
| 66 | + highlight: 0 |
| 67 | +- title: '"You Snooze, You Win: the PhysioNet/Computing in Cardiology Challenge 2018."' |
| 68 | + image: '' |
| 69 | + description: '' |
| 70 | + authors: Ghassemi MM, Moody BE, Lehman LH, Song C, Li Q, Sun H, Mark RG, Westover |
| 71 | + MB, Clifford GD |
| 72 | + link: |
| 73 | + url: https://bdsp-core.github.io/cdac-downloads/2018_Ghassemi_ComputCardiol2010_34796237.pdf |
| 74 | + display: 'Computing in cardiology. 2018. 45. doi: 10.22489/cinc.2018.049. PMID: |
| 75 | + 34796237.' |
| 76 | + highlight: 0 |
| 77 | +- title: '"ADARRI: a novel method to detect spurious R-peaks in the electrocardiogram |
| 78 | + for heart rate variability analysis in the intensive care unit."' |
| 79 | + image: '' |
| 80 | + description: '' |
| 81 | + authors: Rebergen DJ, Nagaraj SB, Rosenthal ES, Bianchi MT, van Putten MJAM, Westover |
| 82 | + MB |
| 83 | + link: |
| 84 | + url: https://bdsp-core.github.io/cdac-downloads/2018_Rebergen_JClinMonitComput_28210934.pdf |
| 85 | + display: 'Journal of clinical monitoring and computing. 2018. 32(1). 53-61. doi: |
| 86 | + 10.1007/s10877-017-9999-9. PMID: 28210934.' |
| 87 | + highlight: 0 |
| 88 | +- title: '"Patient-Specific Classification of ICU Sedation Levels From Heart Rate |
| 89 | + Variability."' |
| 90 | + image: '' |
| 91 | + description: '' |
| 92 | + authors: Nagaraj SB, Biswal S, Boyle EJ, Zhou DW, McClain LM, Bajwa EK, Quraishi |
| 93 | + SA, Akeju O, Barbieri R, Purdon PL, Westover MB |
| 94 | + link: |
| 95 | + url: https://bdsp-core.github.io/cdac-downloads/2017_Nagaraj_CritCareMed_28441231.pdf |
| 96 | + display: 'Critical care medicine. 2017. 45(7). e683-e690. doi: 10.1097/CCM.0000000000002364. |
| 97 | + PMID: 28441231.' |
| 98 | + highlight: 0 |
| 99 | +- title: '"Heart rate variability as a biomarker for sedation depth estimation in |
| 100 | + ICU patients."' |
| 101 | + image: '' |
| 102 | + description: '' |
| 103 | + authors: Nagaraj SB, Ramaswamy SM, Biswal S, Boyle EJ, Zhou DW, Mcclain LM, Rosenthal |
| 104 | + ES, Purdon PL, Westover MB |
| 105 | + link: |
| 106 | + url: https://bdsp-core.github.io/cdac-downloads/2016_Nagaraj_AnnuIntConfIEEEEngMedBiolSoc_28269712.pdf |
| 107 | + display: 'Annual International Conference of the IEEE Engineering in Medicine |
| 108 | + and Biology Society. IEEE Engineering in Medicine and Biology Society. Annual |
| 109 | + International Conference. 2016. 2016. 6397-6400. doi: 10.1109/EMBC.2016.7592192. |
| 110 | + PMID: 28269712.' |
| 111 | + highlight: 0 |
| 112 | +- title: '"Automatic Classification of Sedation Levels in ICU Patients Using Heart |
| 113 | + Rate Variability."' |
| 114 | + image: '' |
| 115 | + description: '' |
| 116 | + authors: Nagaraj SB, McClain LM, Zhou DW, Biswal S, Rosenthal ES, Purdon PL, Westover |
| 117 | + MB |
| 118 | + link: |
| 119 | + url: https://bdsp-core.github.io/cdac-downloads/2016_Nagaraj_CritCareMed_27035240.pdf |
| 120 | + display: 'Critical care medicine. 2016. 44(9). e782-9. doi: 10.1097/CCM.0000000000001708. |
| 121 | + PMID: 27035240.' |
| 122 | + highlight: 0 |
| 123 | +- title: '"Classification algorithms for predicting sleepiness and sleep apnea severity."' |
| 124 | + image: '' |
| 125 | + description: '' |
| 126 | + authors: Eiseman NA, Westover MB, Mietus JE, Thomas RJ, Bianchi MT |
| 127 | + link: |
| 128 | + url: https://bdsp-core.github.io/cdac-downloads/2012_Eiseman_JSleepRes_21752133.pdf |
| 129 | + display: 'Journal of sleep research. 2012. 21(1). 101-12. doi: 10.1111/j.1365-2869.2011.00935.x. |
| 130 | + PMID: 21752133.' |
| 131 | + highlight: 0 |
1 | 132 | - title: '"The Harvard-Emory ECG Database."' |
2 | 133 | image: '' |
3 | 134 | description: '' |
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