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2802 | 2802 | url: https://bdsp-core.github.io/cdac-downloads/2020_Sun_Sleep_31863111.pdf |
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2804 | 2804 | highlight: 0 |
| 2805 | +- title: '"Automatic Detection of General Anesthetic-States using ECG-Derived Autonomic |
| 2806 | + Nervous System Features."' |
| 2807 | + image: '' |
| 2808 | + description: '' |
| 2809 | + authors: Polk SL, Kashkooli K, Nagaraj SB, Chamadia S, Murphy JM, Sun H, Westover |
| 2810 | + MB, Barbieri R, Akeju O |
| 2811 | + link: |
| 2812 | + url: https://bdsp-core.github.io/cdac-downloads/2019_Polk_AnnuIntConfIEEEEngMedBiolSoc_31946297.pdf |
| 2813 | + display: 'Annual International Conference of the IEEE Engineering in Medicine |
| 2814 | + and Biology Society. IEEE Engineering in Medicine and Biology Society. Annual |
| 2815 | + International Conference. 2019. 2019. 2019-2022. doi: 10.1109/EMBC.2019.8857704. |
| 2816 | + PMID: 31946297.' |
| 2817 | + highlight: 0 |
| 2818 | +- title: '"You Snooze, You Win: the PhysioNet/Computing in Cardiology Challenge 2018."' |
| 2819 | + image: '' |
| 2820 | + description: '' |
| 2821 | + authors: Ghassemi MM, Moody BE, Lehman LH, Song C, Li Q, Sun H, Mark RG, Westover |
| 2822 | + MB, Clifford GD |
| 2823 | + link: |
| 2824 | + url: https://bdsp-core.github.io/cdac-downloads/2018_Ghassemi_ComputCardiol2010_34796237.pdf |
| 2825 | + display: 'Computing in cardiology. 2018. 45. doi: 10.22489/cinc.2018.049. PMID: |
| 2826 | + 34796237.' |
| 2827 | + highlight: 0 |
| 2828 | +- title: '"ADARRI: a novel method to detect spurious R-peaks in the electrocardiogram |
| 2829 | + for heart rate variability analysis in the intensive care unit."' |
| 2830 | + image: '' |
| 2831 | + description: '' |
| 2832 | + authors: Rebergen DJ, Nagaraj SB, Rosenthal ES, Bianchi MT, van Putten MJAM, Westover |
| 2833 | + MB |
| 2834 | + link: |
| 2835 | + url: https://bdsp-core.github.io/cdac-downloads/2018_Rebergen_JClinMonitComput_28210934.pdf |
| 2836 | + display: 'Journal of clinical monitoring and computing. 2018. 32(1). 53-61. doi: |
| 2837 | + 10.1007/s10877-017-9999-9. PMID: 28210934.' |
| 2838 | + highlight: 0 |
| 2839 | +- title: '"Patient-Specific Classification of ICU Sedation Levels From Heart Rate |
| 2840 | + Variability."' |
| 2841 | + image: '' |
| 2842 | + description: '' |
| 2843 | + authors: Nagaraj SB, Biswal S, Boyle EJ, Zhou DW, McClain LM, Bajwa EK, Quraishi |
| 2844 | + SA, Akeju O, Barbieri R, Purdon PL, Westover MB |
| 2845 | + link: |
| 2846 | + url: https://bdsp-core.github.io/cdac-downloads/2017_Nagaraj_CritCareMed_28441231.pdf |
| 2847 | + display: 'Critical care medicine. 2017. 45(7). e683-e690. doi: 10.1097/CCM.0000000000002364. |
| 2848 | + PMID: 28441231.' |
| 2849 | + highlight: 0 |
| 2850 | +- title: '"Heart rate variability as a biomarker for sedation depth estimation in |
| 2851 | + ICU patients."' |
| 2852 | + image: '' |
| 2853 | + description: '' |
| 2854 | + authors: Nagaraj SB, Ramaswamy SM, Biswal S, Boyle EJ, Zhou DW, Mcclain LM, Rosenthal |
| 2855 | + ES, Purdon PL, Westover MB |
| 2856 | + link: |
| 2857 | + url: https://bdsp-core.github.io/cdac-downloads/2016_Nagaraj_AnnuIntConfIEEEEngMedBiolSoc_28269712.pdf |
| 2858 | + display: 'Annual International Conference of the IEEE Engineering in Medicine |
| 2859 | + and Biology Society. IEEE Engineering in Medicine and Biology Society. Annual |
| 2860 | + International Conference. 2016. 2016. 6397-6400. doi: 10.1109/EMBC.2016.7592192. |
| 2861 | + PMID: 28269712.' |
| 2862 | + highlight: 0 |
| 2863 | +- title: '"Automatic Classification of Sedation Levels in ICU Patients Using Heart |
| 2864 | + Rate Variability."' |
| 2865 | + image: '' |
| 2866 | + description: '' |
| 2867 | + authors: Nagaraj SB, McClain LM, Zhou DW, Biswal S, Rosenthal ES, Purdon PL, Westover |
| 2868 | + MB |
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| 2870 | + url: https://bdsp-core.github.io/cdac-downloads/2016_Nagaraj_CritCareMed_27035240.pdf |
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| 2872 | + PMID: 27035240.' |
| 2873 | + highlight: 0 |
| 2874 | +- title: '"Classification algorithms for predicting sleepiness and sleep apnea severity."' |
| 2875 | + image: '' |
| 2876 | + description: '' |
| 2877 | + authors: Eiseman NA, Westover MB, Mietus JE, Thomas RJ, Bianchi MT |
| 2878 | + link: |
| 2879 | + url: https://bdsp-core.github.io/cdac-downloads/2012_Eiseman_JSleepRes_21752133.pdf |
| 2880 | + display: 'Journal of sleep research. 2012. 21(1). 101-12. doi: 10.1111/j.1365-2869.2011.00935.x. |
| 2881 | + PMID: 21752133.' |
| 2882 | + highlight: 0 |
| 2883 | +- title: '"The Harvard-Emory ECG Database."' |
| 2884 | + image: '' |
| 2885 | + description: '' |
| 2886 | + authors: Koscova Z, Li Q, Robichaux C, Junior VM, Ghanta M, Gupta A, Rosand J, Aguirre |
| 2887 | + AD, Reinertsen E, Song S, Hong S, Albert DE, Xue J, Parekh A, Sameni R, Reyna |
| 2888 | + MA, Westover MB, Clifford GD |
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| 2890 | + url: https://bdsp-core.github.io/cdac-downloads/2026_Koscova_SciData_41741499.pdf |
| 2891 | + display: 'Scientific data. 2026. 13(1). doi: 10.1038/s41597-026-06861-9. PMID: |
| 2892 | + 41741499.' |
| 2893 | + highlight: 0 |
| 2894 | +- title: '"An Electrocardiogram Foundation Model Built on over 10 Million Recordings."' |
| 2895 | + image: '' |
| 2896 | + description: '' |
| 2897 | + authors: Li J, Aguirre AD, Moura V, Jin J, Liu C, Zhong L, Sun C, Clifford G, Westover |
| 2898 | + MB, Hong S |
| 2899 | + link: |
| 2900 | + url: https://bdsp-core.github.io/cdac-downloads/2025_Li_NEJMAI_40771651.pdf |
| 2901 | + display: 'NEJM AI. 2025. 2(7). doi: 10.1056/aioa2401033. PMID: 40771651.' |
| 2902 | + highlight: 0 |
| 2903 | +- title: '"The Harvard-Emory ECG Database."' |
| 2904 | + image: '' |
| 2905 | + description: '' |
| 2906 | + authors: Koscova Z, Li Q, Robichaux C, Junior VM, Ghanta M, Gupta A, Rosand J, Aguirre |
| 2907 | + A, Hong S, Albert DE, Xue J, Parekh A, Sameni R, Reyna MA, Westover MB, Cliford |
| 2908 | + GD |
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| 2910 | + url: https://bdsp-core.github.io/cdac-downloads/2025_Koscova_medRxiv_40385443.pdf |
| 2911 | + display: 'medRxiv : the preprint server for health sciences. 2025. doi: 10.1101/2024.09.27.24314503. |
| 2912 | + PMID: 40385443.' |
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| 2914 | +- title: '"Sleep staging in the ICU with heart rate variability and breathing signals. |
| 2915 | + An exploratory cross-sectional study using deep neural networks."' |
| 2916 | + image: '' |
| 2917 | + description: '' |
| 2918 | + authors: Ganglberger W, Krishnamurthy PV, Quadri SA, Tesh RA, Bucklin AA, Adra N, |
| 2919 | + Da Silva Cardoso M, Leone MJ, Hemmige A, Rajan S, Panneerselvam E, Paixao L, Higgins |
| 2920 | + J, Ayub MA, Shao YP, Coughlin B, Sun H, Ye EM, Cash SS, Thompson BT, Akeju O, |
| 2921 | + Kuller D, Thomas RJ, Westover MB |
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| 2923 | + url: https://bdsp-core.github.io/cdac-downloads/2023_Ganglberger_FrontNetwPhysiol_36926545.pdf |
| 2924 | + display: 'Frontiers in network physiology. 2023. 3. 1120390. doi: 10.3389/fnetp.2023.1120390. |
| 2925 | + PMID: 36926545.' |
| 2926 | + highlight: 0 |
| 2927 | +- title: '"Sleep staging from electrocardiography and respiration with deep learning."' |
| 2928 | + image: '' |
| 2929 | + description: '' |
| 2930 | + authors: Sun H, Ganglberger W, Panneerselvam E, Leone MJ, Quadri SA, Goparaju B, |
| 2931 | + Tesh RA, Akeju O, Thomas RJ, Westover MB |
| 2932 | + link: |
| 2933 | + url: https://bdsp-core.github.io/cdac-downloads/2020_Sun_Sleep_31863111.pdf |
| 2934 | + display: 'Sleep. 2020. 43(7). doi: 10.1093/sleep/zsz306. PMID: 31863111.' |
| 2935 | + highlight: 0 |
2805 | 2936 | - title: '"You Snooze, You Win: the PhysioNet/Computing in Cardiology Challenge 2018."' |
2806 | 2937 | image: '' |
2807 | 2938 | description: '' |
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