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_data/news.yml

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headline: "Daniel's paper [Minimum clinical utility standards for wearable seizure detectors: A simulation study](https://pubmed.ncbi.nlm.nih.gov/38366862/) published in Epilepsia"
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- date: 2 Feb 2024
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headline: "Ruoqi and Wolfgang's [paper about Sleep~Cognition~MRI](https://pubmed.ncbi.nlm.nih.gov/37950486/) is out in SLEEP: [paper](https://bdsp-core.github.io/cdac-downloads/11a-2024-wolfgang-ruoqi-eeg-mri.pdf), [supplement](https://bdsp-core.github.io/cdac-downloads/11b-2024-wolfgang-ruoqi-eeg-mri-supp.docx), [editorial](https://bdsp-core.github.io/cdac-downloads/11c-2024-wolfgang-ruoqi-eeg-mri-editorial.pdf)."
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headline: "Ruoqi and Wolfgang's [paper about Sleep~Cognition~MRI](https://pubmed.ncbi.nlm.nih.gov/37950486/) is out in SLEEP: [paper](/downloads/11a-2024-wolfgang-ruoqi-eeg-mri.pdf), [supplement](/downloads/11b-2024-wolfgang-ruoqi-eeg-mri-supp.docx), [editorial](/downloads/11c-2024-wolfgang-ruoqi-eeg-mri-editorial.pdf)."
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- date: 8 Jan 2024
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headline: "[Kaggle Competition launched!: Harmful Brain Activity Classification. $50K in prizes](https://www.kaggle.com/competitions/hms-harmful-brain-activity-classification)"
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- date: 8 Dec 2023
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headline: "Haoqi's paper [Assessing Risk of Health Outcomes From Brain Activity in Sleep](https://bdsp-core.github.io/cdac-downloads/10-sleepOutcomePrediction.pdf) is out! See also this [nice editorial](https://bdsp-core.github.io/cdac-downloads/10-sleepOutcomePredictionEditorial.pdf)."
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headline: "Haoqi's paper [Assessing Risk of Health Outcomes From Brain Activity in Sleep](/downloads/10-sleepOutcomePrediction.pdf) is out! See also this [nice editorial](/downloads/10-sleepOutcomePredictionEditorial.pdf)."
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- date: 7 Dec 2023
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headline: "New dataset and code!: [Real-Time Segmentation of Burst Suppression Patterns in Critical Care EEG Monitoring](https://bdsp.io/content/bsupp/1.0/) is published on BDSP"

_data/repos.yml

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in ICU patients — analysis code, deidentification pipeline, and ancillary materials.'
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url: https://github.com/bdsp-core/ICU_SLEEP
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language: Jupyter Notebook
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stars: 0
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stars: 1
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forks: 0
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updated_at: '2026-04-26'
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updated_at: '2026-04-27'
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visibility: public
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category: Sleep Staging & Sleep AI
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category_slug: sleep-staging-sleep-ai
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language: Python
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stars: 0
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forks: 0
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updated_at: '2026-04-23'
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updated_at: '2026-04-27'
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visibility: private
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category: Sleep Staging & Sleep AI
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category_slug: sleep-staging-sleep-ai
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description: Inter-rater reliability of EEG-based encephalopathy grading
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url: https://github.com/bdsp-core/EGG-IRR-1.0
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language: MATLAB
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stars: 0
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stars: 1
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forks: 0
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updated_at: '2025-06-05'
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updated_at: '2026-04-26'
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visibility: public
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category: Delirium, Encephalopathy & CAR-T Neurotoxicity
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category_slug: delirium-encephalopathy-car-t-neurotoxicity
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language: HTML
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stars: 2
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forks: 5
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updated_at: '2026-04-26'
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updated_at: '2026-04-27'
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visibility: public
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category: Data Platforms & Infrastructure
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category_slug: data-platforms-infrastructure
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language: Python
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stars: 0
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forks: 0
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updated_at: '2026-04-24'
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updated_at: '2026-04-27'
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visibility: private
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category: Data Platforms & Infrastructure
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category_slug: data-platforms-infrastructure
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language: Python
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stars: 1
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forks: 0
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updated_at: '2026-04-26'
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updated_at: '2026-04-27'
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visibility: private
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category: Uncategorized
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category_slug: uncategorized
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category_slug: uncategorized
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topics: []
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sort_order: 9
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- name: cdac-downloads
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description: Downloadable assets (PDFs, slides, checklists, manuscripts) linked
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from the CDAC / BDSP website
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url: https://github.com/bdsp-core/cdac-downloads
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language: Python
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stars: 0
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forks: 0
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updated_at: '2026-04-27'
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visibility: public
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category: Uncategorized
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category_slug: uncategorized
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topics: []
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sort_order: 9
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- name: chocolate-bananas
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description: No description provided.
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url: https://github.com/bdsp-core/chocolate-bananas
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language: Python
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stars: 0
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forks: 0
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updated_at: '2026-04-09'
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updated_at: '2026-04-27'
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visibility: public
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category: Uncategorized
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category_slug: uncategorized
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- name: nax_llm_batch_processing
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description: No description provided.
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url: https://github.com/bdsp-core/nax_llm_batch_processing
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language: Jupyter Notebook
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language: Python
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updated_at: '2026-04-28'
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visibility: private
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category_slug: uncategorized

_data/yamlHRV_ECG.yml

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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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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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url: https://bdsp-core.github.io/cdac-downloads/2026_Koscova_SciData_41741499.pdf
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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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url: https://bdsp-core.github.io/cdac-downloads/2025_Li_NEJMAI_40771651.pdf
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- title: '"The Harvard-Emory ECG Database."'
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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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url: https://bdsp-core.github.io/cdac-downloads/2025_Koscova_medRxiv_40385443.pdf
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PMID: 40385443.'
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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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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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url: https://bdsp-core.github.io/cdac-downloads/2023_Ganglberger_FrontNetwPhysiol_36926545.pdf
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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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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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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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PMID: 31946297.'
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- title: '"You Snooze, You Win: the PhysioNet/Computing in Cardiology Challenge 2018."'
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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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34796237.'
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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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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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url: https://bdsp-core.github.io/cdac-downloads/2017_Nagaraj_CritCareMed_28441231.pdf
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PMID: 28441231.'
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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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url: https://bdsp-core.github.io/cdac-downloads/2016_Nagaraj_AnnuIntConfIEEEEngMedBiolSoc_28269712.pdf
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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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authors: Nagaraj SB, McClain LM, Zhou DW, Biswal S, Rosenthal ES, Purdon PL, Westover
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MB
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url: https://bdsp-core.github.io/cdac-downloads/2016_Nagaraj_CritCareMed_27035240.pdf
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PMID: 27035240.'
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authors: Eiseman NA, Westover MB, Mietus JE, Thomas RJ, Bianchi MT
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_data/yamlICUEEGterminology.yml

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- title: '"Evaluating crowdsourcing for ICU EEG annotation: A comparison with expert
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performance."'
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image: ''
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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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image: ''
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authors: Sheikh Z, Selioutski O, Taraschenko O, Gilmore EJ, Westover MB, Cohen AB
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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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highlight: 0
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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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description: ''
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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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- 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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link:
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url: https://bdsp-core.github.io/cdac-downloads/2021_Hirsch_JClinNeurophysiol_33475321.pdf
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display: 'Journal of clinical neurophysiology : official publication of the American
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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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highlight: 0
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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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image: ''
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description: ''
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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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KE, Ritzl EK, Westover MB, Gavvala JR, Gerard EE, Schmitt SE, Szaflarski JP, Ding
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K, Haas KF, Buchsbaum R, Hirsch LJ, Wusthoff CJ, Hopp JL, Hahn CD
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url: https://bdsp-core.github.io/cdac-downloads/2016_Lee_JClinNeurophysiol_26943901.pdf
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display: 'Journal of clinical neurophysiology : official publication of the American
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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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highlight: 0
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- title: '"The standardization debate: A conflation trap in critical care electroencephalography."'
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image: ''
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description: ''
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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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link:
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url: https://bdsp-core.github.io/cdac-downloads/2015_Ng_Seizure_25457454.pdf
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display: 'Seizure. 2015. 24. 52-8. doi: 10.1016/j.seizure.2014.09.017. PMID: 25457454.'
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highlight: 0
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- title: '"Interrater agreement for Critical Care EEG Terminology."'
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image: ''
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authors: Gaspard N, Hirsch LJ, LaRoche SM, Hahn CD, Westover MB
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url: https://bdsp-core.github.io/cdac-downloads/2014_Gaspard_Epilepsia_24888711.pdf
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display: 'Epilepsia. 2014. 55(9). 1366-73. doi: 10.1111/epi.12653. PMID: 24888711.'
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- title: '"Real-time segmentation and tracking of brain metabolic state in ICU EEG
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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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url: https://bdsp-core.github.io/cdac-downloads/2013_Westover_AnnuIntConfIEEEEngMedBiolSoc_24111383.pdf
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International Conference. 2013. 2013. 7108-11. doi: 10.1109/EMBC.2013.6611196.
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PMID: 24111383.'
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- title: '"Information theoretic quantification of diagnostic uncertainty."'
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image: ''
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authors: Westover MB, Eiseman NA, Cash SS, Bianchi MT
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link:
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url: https://bdsp-core.github.io/cdac-downloads/2012_Westover_OpenMedInformJ_23304251.pdf
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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: '"Using electronic health data to explore effectiveness of ICU EEG and anti-seizure
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treatment."'
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