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Items (1-20) out of 278 results

(ATOMICS-0) Adjudicated/Annotated Telemetry Signals for Medically Important and Clinically Significant Events-0 Dataset

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Description:: Control dataset of clinician-adjudicated/-annotated "true negatives" consisting of 300 stable, 10-minute datastream segments without alarm-triggering features [~3,000 datastream minutes over 300 non-alarm segments with EKG …
Year:: 2018
Contributor:: Kobayashi, Leo (Creator); Oyalowo, Adewole (Creator); Agrawal, Uday (Creator); Hu, Xiao (Creator); Loparo, Kenneth A. (Creator); Leary, Owen P. (Creator); Jay, Gregory D. (Creator); Merck, Derek L. (Creator)
Subject:: machine learning; alert fatigue health personnel; automatic data processing; clinical alarms; emergency medicine; medical informatics; patient generated health data
Collection:: PERSEUS / ATOMICS Digital Archive; Brown University Open Data Collection

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(ATOMICS-1) Adjudicated/Annotated Telemetry Signals for Medically Important and Clinically Significant Events-1 Dataset

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Description:: Derivation dataset with clinician-adjudicated red alarms [~8,530 datastream minutes over 853 adjudicated red alarms; no EKG or PPG waveform annotations]
Year:: 2018
Contributor:: Kobayashi, Leo (Creator); Oyalowo, Adewole (Creator); Agrawal, Uday (Creator); Hu, Xiao (Creator); Loparo, Kenneth A. (Creator); Leary, Owen P. (Creator); Jay, Gregory D. (Creator); Merck, Derek L. (Creator)
Subject:: machine learning; alert fatigue health personnel; automatic data processing; clinical alarms; emergency medicine; medical informatics; patient generated health data
Collection:: Brown University Open Data Collection; PERSEUS / ATOMICS Digital Archive

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(ATOMICS-2) Adjudicated/Annotated Telemetry Signals for Medically Important and Clinically Significant Events-2 Dataset

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Description:: Derivation data subset with clinician-adjudicated red alarms and clinician-annotated waveforms [~12,340 datastream minutes over 1,234 adjudicated red alarms with EKG and PPG waveform annotations]
Year:: 2018
Contributor:: Kobayashi, Leo (Creator); Oyalowo, Adewole (Creator); Agrawal, Uday (Creator); Hu, Xiao (Creator); Loparo, Kenneth A. (Creator); Leary, Owen P. (Creator); Jay, Gregory D. (Creator); Merck, Derek L. (Creator)
Subject:: machine learning; alert fatigue health personnel; automatic data processing; clinical alarms; emergency medicine; medical informatics; patient generated health data
Collection:: Brown University Open Data Collection; PERSEUS / ATOMICS Digital Archive

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(ATOMICS-3) Adjudicated/Annotated Telemetry Signals for Medically Important and Clinically Significant Events-3 Dataset

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Description:: Training (exploratory) data subset for potential validation testing of experimental algorithms to be derived from ATOMICS-0/-1/-2 [~2,520 datastream monitor-hours; no red alarm adjudications or EKG …
Year:: 2018
Contributor:: Kobayashi, Leo (Creator); Oyalowo, Adewole (Creator); Agrawal, Uday (Creator); Hu, Xiao (Creator); Loparo, Kenneth A. (Creator); Leary, Owen P. (Creator); Jay, Gregory D. (Creator); Merck, Derek L. (Creator)
Subject:: machine learning; alert fatigue health personnel; automatic data processing; clinical alarms; emergency medicine; medical informatics; patient generated health data
Collection:: Brown University Open Data Collection; PERSEUS / ATOMICS Digital Archive

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200711 Month

Description:: Available here is the PERSEUS full Original .json dataset of 12 months, de-identified continuous data.
Year:: 2018
Contributor:: Kobayashi, Leo (Creator); Oyalowo, Adewole (Creator); Agrawal, Uday (Creator); Hu, Xiao (Creator); Loparo, Kenneth A. (Creator); Leary, Owen P. (Creator); Jay, Gregory D. (Creator); Merck, Derek L. (Creator)
Subject:: machine learning; alert fatigue health personnel; automatic data processing; clinical alarms; emergency medicine; medical informatics; patient generated health data

Full Record

200808 Month

Description:: Available here is one month of the PERSEUS full Original .json dataset of 12 months, de-identified continuous data.
Year:: 2018
Contributor:: Kobayashi, Leo (Creator); Oyalowo, Adewole (Creator); Agrawal, Uday (Creator); Hu, Xiao (Creator); Loparo, Kenneth A. (Creator); Leary, Owen P. (Creator); Jay, Gregory D. (Creator); Merck, Derek L. (Creator)
Subject:: machine learning; alert fatigue health personnel; automatic data processing; clinical alarms; emergency medicine; medical informatics; patient generated health data

Full Record

201512 Month

Description:: Available here is one month of the PERSEUS full Original .json dataset of 12 months, de-identified continuous data.
Year:: 2018
Contributor:: Kobayashi, Leo (Creator); Oyalowo, Adewole (Creator); Agrawal, Uday (Creator); Hu, Xiao (Creator); Loparo, Kenneth A. (Creator); Leary, Owen P. (Creator); Jay, Gregory D. (Creator); Merck, Derek L. (Creator)
Subject:: machine learning; alert fatigue health personnel; automatic data processing; clinical alarms; emergency medicine; medical informatics; patient generated health data

Full Record

202205 Month

Description:: Available here is one month of the PERSEUS full Original .json dataset of 12 months, de-identified continuous data.
Year:: 2018
Contributor:: Kobayashi, Leo (Creator); Oyalowo, Adewole (Creator); Agrawal, Uday (Creator); Hu, Xiao (Creator); Loparo, Kenneth A. (Creator); Leary, Owen P. (Creator); Jay, Gregory D. (Creator); Merck, Derek L. (Creator)
Subject:: machine learning; alert fatigue health personnel; automatic data processing; clinical alarms; emergency medicine; medical informatics; patient generated health data

Full Record

202605 Month

Description:: Available here is one month of the PERSEUS full Original .json dataset of 12 months, de-identified continuous data.
Year:: 2018
Contributor:: Kobayashi, Leo (Creator); Oyalowo, Adewole (Creator); Agrawal, Uday (Creator); Hu, Xiao (Creator); Loparo, Kenneth A. (Creator); Leary, Owen P. (Creator); Jay, Gregory D. (Creator); Merck, Derek L. (Creator)
Subject:: machine learning; alert fatigue health personnel; automatic data processing; clinical alarms; emergency medicine; medical informatics; patient generated health data

Full Record

202809 Month

Description:: Available here is one month of the PERSEUS full Original .json dataset of 12 months, de-identified continuous data.
Year:: 2018
Contributor:: Kobayashi, Leo (Creator); Oyalowo, Adewole (Creator); Agrawal, Uday (Creator); Hu, Xiao (Creator); Loparo, Kenneth A. (Creator); Leary, Owen P. (Creator); Jay, Gregory D. (Creator); Merck, Derek L. (Creator)
Subject:: machine learning; alert fatigue health personnel; automatic data processing; clinical alarms; emergency medicine; medical informatics; patient generated health data

Full Record

2035 02 Month

Description:: Available here is one month of the PERSEUS full Original .json dataset of 12 months, de-identified continuous data.
Year:: 2018
Contributor:: Kobayashi, Leo (Creator); Oyalowo, Adewole (Creator); Agrawal, Uday (Creator); Hu, Xiao (Creator); Loparo, Kenneth A. (Creator); Leary, Owen P. (Creator); Jay, Gregory D. (Creator); Merck, Derek L. (Creator)
Subject:: machine learning; alert fatigue health personnel; automatic data processing; clinical alarms; emergency medicine; medical informatics; patient generated health data

Full Record

203908 Month

Description:: Available here is one month of the PERSEUS full Original .json dataset of 12 months, de-identified continuous data.
Year:: 2018
Contributor:: Kobayashi, Leo (Creator); Oyalowo, Adewole (Creator); Agrawal, Uday (Creator); Hu, Xiao (Creator); Loparo, Kenneth A. (Creator); Leary, Owen P. (Creator); Jay, Gregory D. (Creator); Merck, Derek L. (Creator)
Subject:: machine learning; alert fatigue health personnel; automatic data processing; clinical alarms; emergency medicine; medical informatics; patient generated health data

Full Record

204308 Month

Description:: Available here is one month of the PERSEUS full Original .json dataset of 12 months, de-identified continuous data.
Year:: 2018
Contributor:: Kobayashi, Leo (Creator); Oyalowo, Adewole (Creator); Agrawal, Uday (Creator); Hu, Xiao (Creator); Loparo, Kenneth A. (Creator); Leary, Owen P. (Creator); Jay, Gregory D. (Creator); Merck, Derek L. (Creator)
Subject:: machine learning; alert fatigue health personnel; automatic data processing; clinical alarms; emergency medicine; medical informatics; patient generated health data

Full Record

205306 Month

Description:: Available here is one month of the PERSEUS full Original .json dataset of 12 months, de-identified continuous data.
Year:: 2018
Contributor:: Kobayashi, Leo (Creator); Oyalowo, Adewole (Creator); Agrawal, Uday (Creator); Hu, Xiao (Creator); Loparo, Kenneth A. (Creator); Leary, Owen P. (Creator); Jay, Gregory D. (Creator); Merck, Derek L. (Creator)
Subject:: machine learning; alert fatigue health personnel; automatic data processing; clinical alarms; emergency medicine; medical informatics; patient generated health data

Full Record

205307 Month

Description:: Available here is one month of the PERSEUS full Original .json dataset of 12 months, de-identified continuous data.
Year:: 2018
Contributor:: Kobayashi, Leo (Creator); Oyalowo, Adewole (Creator); Agrawal, Uday (Creator); Hu, Xiao (Creator); Loparo, Kenneth A. (Creator); Leary, Owen P. (Creator); Jay, Gregory D. (Creator); Merck, Derek L. (Creator)
Subject:: machine learning; alert fatigue health personnel; automatic data processing; clinical alarms; emergency medicine; medical informatics; patient generated health data

Full Record

206504 Month

Description:: Available here is one month of the PERSEUS full Original .json dataset of 12 months, de-identified continuous data.
Year:: 2018
Contributor:: Kobayashi, Leo (Creator); Oyalowo, Adewole (Creator); Agrawal, Uday (Creator); Hu, Xiao (Creator); Loparo, Kenneth A. (Creator); Leary, Owen P. (Creator); Jay, Gregory D. (Creator); Merck, Derek L. (Creator)
Subject:: machine learning; alert fatigue health personnel; automatic data processing; clinical alarms; emergency medicine; medical informatics; patient generated health data

Full Record

additional_data_files.tar

Description:: Additional files needed for running the code.
Year:: 2020
Contributor:: Bell, Samuel (Creator); Spade, Daniel (Creator); Zsom, Andras (Creator)
Subject:: u-net; neural network; cell; MNG; Multinucleated germ cells
Collection:: Brown University Open Data Collection

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Adjudicated/Annotated Telemetry Signals for Medically Important and Clinically Significant Events-CC (ATOMICS-CC) Dataset

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Description:: The ATOMICS Clinical Correlate (ATOMICS-CC) package consists of de-identified, date-obfuscated, consented patient subjects' demographic information, triage vital signs, in-ED clinical correlates / dispositions / diagnoses; …
Year:: 2019
Contributor:: Kobayashi L (Creator); Oyalowo A (Creator); Agrawal U (Creator); Hu X (Creator); Loparo KA (Creator); Leary OP (Creator); Jay GD (Creator); Merck DL (Creator)
Subject:: machine learning; alert fatigue health personnel; automatic data processing; clinical alarms; emergency medicine; medical informatics; patient generated health data
Collection:: Brown University Open Data Collection; PERSEUS / ATOMICS Digital Archive

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Analysis & Reference data to generate figures for "Evaluation of global ocean–sea-ice model simulations based on the experimental protocols of the Ocean Model Intercomparison Project Phase 2 (OMIP-2)"

Description:: These reference data are required to analyze the models using the software. Utilizing these together with these data recreates all of the figures in Tsujino …
Year:: 2019
Contributor:: Tsujino, Hiroyuki (Creator); Urakawa, Shogo L. (Creator); Fox-Kemper, Baylor (Creator)
Subject:: Ocean sea ice model simulations
Collection:: Brown University Open Data Collection

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Analysis code from "Awareness of, willingness to use, and history of HIV Pre-Exposure Prophylaxis (PrEP) use among gay, bisexual and other men who have sex with men (GBMSM) in Nigeria"

Description:: Analysis code from "Awareness of, willingness to use, and history of HIV Pre-Exposure Prophylaxis (PrEP) use among gay, bisexual and other men who have sex …
Year:: 2019
Contributor:: Ogunbajo, Adedotun (Creator); Iwuagwu, Stella (Creator); Williams, Rashidi (Creator); Biello, Katie (Creator); Mimiaga, Matthew J. (Creator)
Subject:: Global health; Pre-Exposure Prophylaxis (PrEP); Human Immunodeficiency Virus; HIV; Nigeria
Collection:: Brown University Open Data Collection

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Items (1-20) out of 278 results

Items (1-20) out of 278 results

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