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المؤلفون: Patricia C. Dykes, Chris Knaplund, Min-Jeoung Kang, Sarah Collins Rossetti, Adler J. Perotte, Kenrick Cato, Li-heng Fu, David J. Albers
المصدر: J Am Med Inform Assoc
مصطلحات موضوعية: Computer science, Vital signs, Health Informatics, Research and Applications, computer.software_genre, Health informatics, Machine Learning, 03 medical and health sciences, 0302 clinical medicine, Discriminative model, Intensive care, Health care, Electronic Health Records, Humans, 030212 general & internal medicine, Retrospective Studies, Clinical Deterioration, Vital Signs, business.industry, 030208 emergency & critical care medicine, Random forest, Recurrent neural network, Data mining, Timestamp, business, computer
الوصول الحر: https://explore.openaire.eu/search/publication?articleId=doi_dedup___::373f01beac98330c6d9b45100cfaeb20Test
https://doi.org/10.1093/jamia/ocab111Test -
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المؤلفون: George Hripcsak, Matthew E. Levine, Lena Mamykina, Andrew M. Stuart, David J. Albers, Bruce J. Gluckman
المصدر: Journal of the American Medical Informatics Association : JAMIA
مصطلحات موضوعية: Blood Glucose, 0301 basic medicine, Gaussian process model, Computer science, precision medicine, Normal Distribution, Health Informatics, Context (language use), Bayesian inference, Machine learning, computer.software_genre, Models, Biological, 01 natural sciences, Machine Learning, Normal distribution, 010104 statistics & probability, 03 medical and health sciences, Bayes' theorem, Data assimilation, Bayesian inverse methods, Humans, Insulin, 0101 mathematics, self-monitoring data, data assimilation, state space models, business.industry, Blood Glucose Self-Monitoring, Bayes Theorem, Regression analysis, data mining, Missing data, Editor's Choice, Phenotype, 030104 developmental biology, Diabetes Mellitus, Type 2, Perspective, Regression Analysis, type 2 diabetes, Artificial intelligence, glucose forecasting, business, computer, Smoothing
وصف الملف: application/pdf
الوصول الحر: https://explore.openaire.eu/search/publication?articleId=doi_dedup___::dce90d26cae6b389691b1cdf9cd78975Test
https://doi.org/10.1093/jamia/ocy106Test -
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المؤلفون: Jan Claassen, David J. Albers, Noémie Elhadad, George Hripcsak, Andrew Goldstein, Rimma Perotte
المصدر: Journal of Biomedical Informatics. 78:87-101
مصطلحات موضوعية: 0301 basic medicine, Topic model, Kullback–Leibler divergence, Computer science, Health Informatics, Context (language use), Article, Standard deviation, 03 medical and health sciences, 0302 clinical medicine, Intensive care, Data Mining, Electronic Health Records, Humans, 030212 general & internal medicine, Categorical variable, Models, Statistical, Clinical Laboratory Techniques, Principle of maximum entropy, Model selection, High-Throughput Screening Assays, Computer Science Applications, Phenotype, 030104 developmental biology, Algorithm, Algorithms
الوصول الحر: https://explore.openaire.eu/search/publication?articleId=doi_dedup___::6f34d8d026fa1bcadc4d12e33eddcb4eTest
https://doi.org/10.1016Test/j .jbi.2018.01.004 -
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المؤلفون: Chunhua Weng, Vojtech Huser, Anando Sen, Gregory W. Hruby, David J. Albers, Alexander Rusanov, Shreya Chakrabarti
المصدر: Journal of Healthcare Informatics Research. 1:1-18
مصطلحات موضوعية: Computer science, business.industry, 030503 health policy & services, Interoperability, Health Informatics, Computational intelligence, Retrospective cohort study, External Data Representation, computer.software_genre, Health informatics, Article, Field (computer science), Computer Science Applications, 03 medical and health sciences, Identification (information), 0302 clinical medicine, Artificial Intelligence, ComputingMilieux_COMPUTERSANDSOCIETY, Observational study, 030212 general & internal medicine, Data mining, 0305 other medical science, business, computer, Information Systems
الوصول الحر: https://explore.openaire.eu/search/publication?articleId=doi_dedup___::43b60b2ae652f5fe7412971101b1d926Test
https://doi.org/10.1007/s41666-017-0005-6Test -
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المؤلفون: Ståle Walderhaug, Eirik Årsand, Lena Mamykina, Taxiarchis Botsis, David J. Albers, Ashenafi Zebene Woldaregay, Gunnar Hartvigsen
مصطلحات موضوعية: Blood Glucose, Patient-Specific Modeling, Decision support system, Computer science, MEDLINE, Medicine (miscellaneous), Context (language use), Machine learning, computer.software_genre, Models, Biological, Data-driven, Machine Learning, Wearable Electronic Devices, 03 medical and health sciences, 0302 clinical medicine, Artificial Intelligence, Diabetes management, VDP::Teknologi: 500::Medisinsk teknologi: 620, Data Mining, Humans, Hypoglycemic Agents, Insulin, Exercise, 030304 developmental biology, 0303 health sciences, Artificial neural network, Event (computing), business.industry, Blood Glucose Self-Monitoring, Feeding Behavior, Mobile Applications, Diet, Support vector machine, Diabetes Mellitus, Type 1, Artificial intelligence, business, computer, Stress, Psychological, 030217 neurology & neurosurgery, VDP::Technology: 500::Medical technology: 620
الوصول الحر: https://explore.openaire.eu/search/publication?articleId=doi_dedup___::d134b07b1bfdb78e53afb53cae71259cTest
https://hdl.handle.net/10037/16789Test -
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المؤلفون: David J. Albers, Adler J. Perotte, George Hripcsak
المصدر: Journal of the American Medical Informatics Association : JAMIA
مصطلحات موضوعية: Stationary process, phenotype, Computer science, Health Informatics, Research and Applications, 03 medical and health sciences, symbols.namesake, 0302 clinical medicine, Electronic health record, Statistics, Data Mining, Electronic Health Records, Humans, 030212 general & internal medicine, Cluster analysis, Gaussian process, time, 030304 developmental biology, 0303 health sciences, Homogeneity (statistics), electronic health record, Models, Theoretical, parameterization, 3. Good health, Editor's Choice, Homogeneous, Nonlinear physics, Clock time, symbols, time series
الوصول الحر: https://explore.openaire.eu/search/publication?articleId=doi_dedup___::13c6685b5d94f273411092c3573a64b1Test
https://doi.org/10.1093/jamia/ocu051Test -
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المؤلفون: Jorge L. Sepulveda, Rimma Pivovarov, Noémie Elhadad, David J. Albers
المصدر: Journal of Biomedical Informatics. 51:24-34
مصطلحات موضوعية: Information theory, Electronic health record, Missing data, New York, Health Informatics, computer.software_genre, Article, Pattern Recognition, Automated, Laboratory testing, 03 medical and health sciences, 0302 clinical medicine, Bias, Data Mining, Electronic Health Records, Medicine, Confounding, 030212 general & internal medicine, Measurement frequency, 030304 developmental biology, 0303 health sciences, Lipase Measurement, business.industry, Confounding Factors, Epidemiologic, 3. Good health, Computer Science Applications, Laboratory test, Data Interpretation, Statistical, Healthcare process, Research studies, Data mining, Artifacts, Clinical Laboratory Information Systems, business, computer
الوصول الحر: https://explore.openaire.eu/search/publication?articleId=doi_dedup___::d3d1b390f3a9d5c24ed75a62ddd61b66Test
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المؤلفون: Suzanne Bakken, Kenrick Cato, David J. Albers, David K. Vawdrey, Sarah A. Collins, Peter D. Stetson, Karen Scott
المصدر: American Journal of Critical Care. 22:306-313
مصطلحات موضوعية: Male, medicine.medical_specialty, Vital signs, MEDLINE, Documentation, Nursing Staff, Hospital, Critical Care Nursing, Article, Acute care, medicine, Data Mining, Electronic Health Records, Humans, Nursing documentation, Hospital Mortality, Intensive care medicine, Aged, Monitoring, Physiologic, Vital Signs, business.industry, Mortality rate, Patient Acuity, General Medicine, Length of Stay, Middle Aged, medicine.disease, Comorbidity, Female, business
الوصول الحر: https://explore.openaire.eu/search/publication?articleId=doi_dedup___::2408eff84b0829c2bbc71704c07301c6Test
https://doi.org/10.4037/ajcc2013426Test -
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المؤلفون: David J. Albers, George Hripcsak
المصدر: Journal of the American Medical Informatics Association : JAMIA
مصطلحات موضوعية: Quality Control, Biomedical Research, MEDLINE, Health Informatics, Health records, World Wide Web, 03 medical and health sciences, 0302 clinical medicine, Data Mining, Electronic Health Records, Humans, Medicine, Focus on Data Sharing, 030212 general & internal medicine, 030304 developmental biology, 0303 health sciences, business.industry, Extramural, Models, Theoretical, Object (computer science), Data science, United States, 3. Good health, Diffusion of Innovation, business
الوصول الحر: https://explore.openaire.eu/search/publication?articleId=doi_dedup___::9880961c4ffbf219c5c7ce91edbe492fTest
https://doi.org/10.1136/amiajnl-2012-001145Test -
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المؤلفون: Adler J. Perotte, David J. Albers, George Hripcsak
المصدر: Journal of the American Medical Informatics Association. 18:i109-i115
مصطلحات موضوعية: business.industry, Counterintuitive, Health Informatics, Disease, Health records, Research and Applications, computer.software_genre, Time, Workflow, Databases as Topic, Electronic health record, Feature (computer vision), Health care, Healthcare process, Data Mining, Electronic Health Records, Humans, Medicine, Data mining, Artificial intelligence, business, computer, Natural language processing
الوصول الحر: https://explore.openaire.eu/search/publication?articleId=doi_dedup___::730a07288a400cb05bca7a5daadc03c6Test
https://doi.org/10.1136/amiajnl-2011-000463Test