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Update data from Google Sheets and PubMed
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‎_data/repos.yml‎

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language: HTML
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stars: 2
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forks: 5
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updated_at: '2026-05-19'
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updated_at: '2026-05-20'
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visibility: public
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category: Data Platforms & Infrastructure
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category_slug: data-platforms-infrastructure

‎_data/yamlHRV_ECG.yml‎

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url: https://bdsp-core.github.io/cdac-downloads/2020_Sun_Sleep_31863111.pdf
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display: 'Sleep. 2020. 43(7). doi: 10.1093/sleep/zsz306. PMID: 31863111.'
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- title: '"Automatic Detection of General Anesthetic-States using ECG-Derived Autonomic
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Nervous System Features."'
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image: ''
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description: ''
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authors: Polk SL, Kashkooli K, Nagaraj SB, Chamadia S, Murphy JM, Sun H, Westover
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MB, Barbieri R, Akeju O
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url: https://bdsp-core.github.io/cdac-downloads/2019_Polk_AnnuIntConfIEEEEngMedBiolSoc_31946297.pdf
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International Conference. 2019. 2019. 2019-2022. doi: 10.1109/EMBC.2019.8857704.
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PMID: 31946297.'
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- title: '"You Snooze, You Win: the PhysioNet/Computing in Cardiology Challenge 2018."'
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image: ''
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description: ''
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authors: Ghassemi MM, Moody BE, Lehman LH, Song C, Li Q, Sun H, Mark RG, Westover
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MB, Clifford GD
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url: https://bdsp-core.github.io/cdac-downloads/2018_Ghassemi_ComputCardiol2010_34796237.pdf
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display: 'Computing in cardiology. 2018. 45. doi: 10.22489/cinc.2018.049. PMID:
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34796237.'
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- title: '"ADARRI: a novel method to detect spurious R-peaks in the electrocardiogram
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for heart rate variability analysis in the intensive care unit."'
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authors: Rebergen DJ, Nagaraj SB, Rosenthal ES, Bianchi MT, van Putten MJAM, Westover
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MB
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url: https://bdsp-core.github.io/cdac-downloads/2018_Rebergen_JClinMonitComput_28210934.pdf
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display: 'Journal of clinical monitoring and computing. 2018. 32(1). 53-61. doi:
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- title: '"Patient-Specific Classification of ICU Sedation Levels From Heart Rate
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Variability."'
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authors: Nagaraj SB, Biswal S, Boyle EJ, Zhou DW, McClain LM, Bajwa EK, Quraishi
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SA, Akeju O, Barbieri R, Purdon PL, Westover MB
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- title: '"Heart rate variability as a biomarker for sedation depth estimation in
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ICU patients."'
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authors: Nagaraj SB, Ramaswamy SM, Biswal S, Boyle EJ, Zhou DW, Mcclain LM, Rosenthal
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ES, Purdon PL, Westover MB
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PMID: 28269712.'
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- title: '"Automatic Classification of Sedation Levels in ICU Patients Using Heart
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Rate Variability."'
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authors: Nagaraj SB, McClain LM, Zhou DW, Biswal S, Rosenthal ES, Purdon PL, Westover
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MB
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PMID: 27035240.'
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- title: '"Classification algorithms for predicting sleepiness and sleep apnea severity."'
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authors: Eiseman NA, Westover MB, Mietus JE, Thomas RJ, Bianchi MT
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PMID: 21752133.'
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- title: '"The Harvard-Emory ECG Database."'
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authors: Koscova Z, Li Q, Robichaux C, Junior VM, Ghanta M, Gupta A, Rosand J, Aguirre
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AD, Reinertsen E, Song S, Hong S, Albert DE, Xue J, Parekh A, Sameni R, Reyna
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MA, Westover MB, Clifford GD
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41741499.'
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authors: Li J, Aguirre AD, Moura V, Jin J, Liu C, Zhong L, Sun C, Clifford G, Westover
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MB, Hong S
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display: 'NEJM AI. 2025. 2(7). doi: 10.1056/aioa2401033. PMID: 40771651.'
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- title: '"The Harvard-Emory ECG Database."'
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image: ''
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authors: Koscova Z, Li Q, Robichaux C, Junior VM, Ghanta M, Gupta A, Rosand J, Aguirre
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A, Hong S, Albert DE, Xue J, Parekh A, Sameni R, Reyna MA, Westover MB, Cliford
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GD
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PMID: 40385443.'
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- title: '"Sleep staging in the ICU with heart rate variability and breathing signals.
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An exploratory cross-sectional study using deep neural networks."'
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authors: Ganglberger W, Krishnamurthy PV, Quadri SA, Tesh RA, Bucklin AA, Adra N,
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Da Silva Cardoso M, Leone MJ, Hemmige A, Rajan S, Panneerselvam E, Paixao L, Higgins
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J, Ayub MA, Shao YP, Coughlin B, Sun H, Ye EM, Cash SS, Thompson BT, Akeju O,
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Kuller D, Thomas RJ, Westover MB
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PMID: 36926545.'
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- title: '"Sleep staging from electrocardiography and respiration with deep learning."'
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authors: Sun H, Ganglberger W, Panneerselvam E, Leone MJ, Quadri SA, Goparaju B,
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Tesh RA, Akeju O, Thomas RJ, Westover MB
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display: 'Sleep. 2020. 43(7). doi: 10.1093/sleep/zsz306. PMID: 31863111.'
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- title: '"You Snooze, You Win: the PhysioNet/Computing in Cardiology Challenge 2018."'
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‎_data/yamlICUEEGterminology.yml‎

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display: 'The open medical informatics journal. 2012. 6. 36-50. doi: 10.2174/1874431101206010036.
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PMID: 23304251.'
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- title: '"Evaluating crowdsourcing for ICU EEG annotation: A comparison with expert
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performance."'
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authors: Kong WY, Nascimento FA, Struck A, Duhaime E, Kapur S, Amorim E, Kapinos
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G, Rodriguez A, Thomas B, Desai M, Lee JW, Westover MB, Jing J
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url: https://bdsp-core.github.io/cdac-downloads/2025_Kong_Unknown_40768345.pdf
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display: 'Epilepsia. 2025. 66(11). 4366-4380. doi: 10.1111/epi.18547. PMID: 40768345.'
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- title: '"Systematic Evaluation of Research Priorities in Critical Care Electroencephalography."'
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authors: Sheikh Z, Selioutski O, Taraschenko O, Gilmore EJ, Westover MB, Cohen AB
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url: https://bdsp-core.github.io/cdac-downloads/2022_Sheikh_JClinNeurophysiol_35066530.pdf
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display: 'Journal of clinical neurophysiology : official publication of the American
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Electroencephalographic Society. 2023. 40(5). 426-433. doi: 10.1097/WNP.0000000000000916.
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PMID: 35066530.'
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- title: '"Using electronic health data to explore effectiveness of ICU EEG and anti-seizure
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treatment."'
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authors: Amerineni R, Sun H, Lee H, Hsu J, Patorno E, Westover MB, Zafar SF
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url: https://bdsp-core.github.io/cdac-downloads/2021_Amerineni_AnnClinTranslNeurol_34802196.pdf
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display: 'Annals of clinical and translational neurology. 2021. 8(12). 2270-2279.
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doi: 10.1002/acn3.51478. PMID: 34802196.'
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- title: '"American Clinical Neurophysiology Society''s Standardized Critical Care
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EEG Terminology: 2021 Version."'
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image: ''
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description: ''
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authors: Hirsch LJ, Fong MWK, Leitinger M, LaRoche SM, Beniczky S, Abend NS, Lee
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JW, Wusthoff CJ, Hahn CD, Westover MB, Gerard EE, Herman ST, Haider HA, Osman
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G, Rodriguez-Ruiz A, Maciel CB, Gilmore EJ, Fernandez A, Rosenthal ES, Claassen
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J, Husain AM, Yoo JY, So EL, Kaplan PW, Nuwer MR, van Putten M, Sutter R, Drislane
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FW, Trinka E, Gaspard N
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url: https://bdsp-core.github.io/cdac-downloads/2021_Hirsch_JClinNeurophysiol_33475321.pdf
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Electroencephalographic Society. 2021. 38(1). 1-29. doi: 10.1097/WNP.0000000000000806.
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PMID: 33475321.'
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- title: '"Development and Feasibility Testing of a Critical Care EEG Monitoring Database
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for Standardized Clinical Reporting and Multicenter Collaborative Research."'
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authors: Lee JW, LaRoche S, Choi H, Rodriguez Ruiz AA, Fertig E, Politsky JM, Herman
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ST, Loddenkemper T, Sansevere AJ, Korb PJ, Abend NS, Goldstein JL, Sinha SR, Dombrowski
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Electroencephalographic Society. 2016. 33(2). 133-40. doi: 10.1097/WNP.0000000000000230.
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PMID: 26943901.'
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- title: '"The standardization debate: A conflation trap in critical care electroencephalography."'
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authors: Ng MC, Gaspard N, Cole AJ, Hoch DB, Cash SS, Bianchi M, O'Rourke DA, Rosenthal
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ES, Chu CJ, Westover MB
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- title: '"Interrater agreement for Critical Care EEG Terminology."'
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recordings of burst suppression."'
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authors: Westover MB, Ching S, Shafi MM, Cash SS, Brown EN
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- title: '"Information theoretic quantification of diagnostic uncertainty."'
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- title: '"Using electronic health data to explore effectiveness of ICU EEG and anti-seizure
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