PREDICTION OF RESUSCITATION FOR PEDIATRIC SEPSIS FROM DATA AVAILABLE AT TRIAGE (English)
- New search for: Stella, Peter A.
- New search for: Haines, Elizabeth
- New search for: Aphinyanaphongs, Yindalon
- New search for: Stella, Peter A.
- New search for: Haines, Elizabeth
- New search for: Aphinyanaphongs, Yindalon
In:
American Medical Informatics Association Annual Symposium (AMIA 2021) ; Volume 2 of 3
; 1128-1137
;
2022
- Conference paper / Print
-
Title:PREDICTION OF RESUSCITATION FOR PEDIATRIC SEPSIS FROM DATA AVAILABLE AT TRIAGE
-
Contributors:
-
Conference:AMIA Annual Symposium ; 2021 ; San Diego, Calif.; Online
-
Published in:
-
Publisher:
- New search for: Curran Associates, Inc.
-
Place of publication:Red Hook, NY
-
Publication date:2022
-
Type of media:Conference paper
-
Type of material:Print
-
Language:English
-
Source:
The tables of contents are generated automatically and are based on the data records of the individual contributions available in the index of the TIB portal. The display of the Tables of Contents may therefore be incomplete.
- 630
-
INTRINSIC EVALUATION OF CONTEXTUAL AND NON-CONTEXTUAL WORD EMBEDDINGS USING RADIOLOGY REPORTSKhan, Mirza S. / Landman, Bennett A. / Deppen, Stephen A. / Matheny, Michael E. et al. | 2022
- 640
-
MACHINE LEARNING PREDICTABILITY OF CLINICAL NEXT GENERATION SEQUENCING FOR HEMATOLOGIC MALIGNANCIES TO GUIDE HIGH-VALUE PRECISION MEDICINEKim, Grace Y. E. / Noshad, Morteza / Stehr, Henning / Rojansky, Rebecca / Gratzinger, Dita / Oak, Jean / Brar, Rondeep / Iberri, David / Kong, Christina / Zehnder, James et al. | 2022
- 650
-
PREDICTING MOTOR RESPONSIVENESS TO DEEP BRAIN STIMULATION WITH MACHINE LEARNINGKrause, Kevin J. / Phibbs, Fenna / Davis, Thomas / Fabbri, Daniel et al. | 2022
- 659
-
TRUST AND CREDIBILITY OF INFORMATION SOURCES RELATED TO COVID-19 AMONG HIGH-RISK ETHNICALLY DIVERSE ADULTS AT THE ONSET OF THE NEW YORK CITY OUTBREAK: A CROSS-SECTIONAL SURVEY CONDUCTED VIA A COMMUNITY HEALTH PORTALKukafka, Rita / Millery, Mari / Pan, Samuel / Silverman, Thomas B. et al. | 2022
- 667
-
AUTOMATIC ASSIGNMENT OF RADIOLOGY EXAMINATION PROTOCOLS USING PRETRAINED LANGUAGE MODELS WITH KNOWLEDGE DISTILLATIONLau, Wilson / Aaltonen, Laura / Gunn, Martin L. / Yetisgen, Meliha et al. | 2022
- 676
-
HYBRID ENSEMBLE-RULE ALGORITHM FOR IMPROVED MEDLINE® SENTENCE BOUNDARY DETECTIONLe, Daniel X. / Mork, James G. / Antani, Sameer et al. | 2022
- 686
-
STRATEGIES FOR DISEASE CONTAINMENT: A BIOLOGICAL-BEHAVIORALINTERVENTION COMPUTATIONAL INFORMATICS FRAMEWORKLee, Eva K. / Liu, Yifan / Yuan, Fan / Pietz, Ferdinand H. et al. | 2022
- 696
-
INCIDENCE AND IMPACT OF MISSING FUNCTIONAL ELEMENTS ON INFORMATION COMPREHENSION USING AUDIO AND TEXTLeroy, Gondy / Kauchak, David / Kloehn, Nick et al. | 2022
- 706
-
TEACHING MEDICAL STUDENTS HEALTH CARE FAILURE MODE AND EFFECT ANALYSIS: A CASE STUDY OF INPATIENT PAIN MANAGEMENT COMPUTERIZED DECISION SUPPORTLesselroth, Blake J. / Dudney, William / Homco, Juell / Cain, Melissa Van / Smith, Savanna / Corbett, Audrey et al. | 2022
- 715
-
VALIDATION OF REAL-WORLD DATA-BASED ENDPOINT MEASURES OF CANCER TREATMENT OUTCOMESLi, Qian / Zhang, Hansi / Chen, Zhaoyi / Guo, Yi / George, Thomas J. / Chen, Yong / Wang, Fei / Bian, Jiang et al. | 2022
- 725
-
INTEGRATING MULTIMODAL ELECTRONIC HEALTH RECORDS FOR DIAGNOSIS PREDICTIONLi, Rui / Ma, Fenglong / Gao, Jing et al. | 2022
- 735
-
TESTING OF A RISK-STANDARDIZED MAJOR BLEEDING AND VENOUS THROMBOEMBOLISM ELECTRONIC CLINICAL QUALITY MEASURE FOR ELECTIVE TOTAL HIP AND/OR KNEE ARTHROPLASTIESLi, Troy / Curtin-Bowen, Mica R. / Pullman, Avery / Lipsitz, Stuart / Syrowatka, Ania / Sainlaire, Michael / Thai, Tien / Businger, Alexandra / Davis, Aileen / Lieberman, Jay et al. | 2022
- 743
-
IDENTIFYING SLEEP-RELATED FACTORS ASSOCIATED WITH COGNITIVE FUNCTION IN A HISPANICS/LATINOS COHORT: A DUAL RANDOM FOREST APPROACHLi, Xiaojin / Cui, Licong / Wang, Fei / Schulz, Paul E. / Zhang, Guo-Qiang et al. | 2022
- 753
-
IMPUTING LONGITUDINAL GROWTH DATA IN INTERNATIONAL PEDIATRIC STUDIES: DOES CDC REFERENCE SUFFICE?Li, Zhiguo / Toppari, Jorma / Lundgren, Markus / Frohnert, Brigitte I. / Achenbach, Peter / Veijola, Riitta / Anand, Vibha et al. | 2022
- 762
-
REDUCING PHYSICIANS’ COGNITIVE LOAD DURING CHART REVIEW: A PROBLEMORIENTED SUMMARY OF THE PATIENT ELECTRONIC RECORDLiang, Jennifer J. / Tsou, Ching-Huei / Dandala, Bharath / Poddar, Ananya / Joopudi, Venkata / Mahajan, Diwakar / Prager, John M. / Raghavan, Preethi / Payne, Michele et al. | 2022
- 772
-
EXTRACTION OF ACTIVE MEDICATIONS AND ADHERENCE USING NATURAL LANGUAGE PROCESSING FOR GLAUCOMA PATIENTSLin, Wei-Chun / Chen, Jimmy / Kaluzny, Joel V. / Chen, Aiyin / Chiang, Michael / Hribar, Michelle R. et al. | 2022
- 782
-
DEVELOPMENT AND EVALUATION OF AN AUTOMATED APPROACH TO DETECT WEIGHT ABNORMALITIES IN PEDIATRIC WEIGHT CHARTSLiu, Lei / Wu, Danny T. / Spooner, Stephen A. / Ni, Yizhao et al. | 2022
- 792
-
DE-IDENTIFYING SOCIOECONOMIC DATA AT THE CENSUS TRACT LEVEL FOR MEDICAL RESEARCH THROUGH CONSTRAINT-BASED CLUSTERINGLiu, Yongtai / Conway, Douglas / Wan, Zhiyu / Kantarcioglu, Murat / Vorobeychik, Yevgeniy / Malin, Bradley A. et al. | 2022
- 802
-
APPLICATION OF THE I-PARIHS FRAMEWORK IN THE IMPLEMENTATION OF SPEECH RECOGNITION TECHNOLOGY AS A WAY OF ADDRESSING DOCUMENTATION BURDEN WITHIN A MENTAL HEALTH CONTEXTLo, Brian / Almilaji, Khaled / Jankowicz, Damian / Sequeira, Lydia / Strudwick, Gillian / Tajirian, Tania et al. | 2022
- 812
-
UNDERSTANDING HEART-FAILURE PATIENTS EHR CLINICAL FEATURES VIA SHAP INTERPRETATION OF TREE-BASED MACHINE LEARNING MODEL PREDICTIONSLu, Shuyu / Chen, Ruoyu / Wei, Wei / Belovsky, Mia / Lu, Xinghua et al. | 2022
- 822
-
IDENTIFYING ARDS USING THE HIERARCHICAL ATTENTION NETWORK WITH SENTENCE OBJECTIVES FRAMEWORKLybarger, Kevin / Mabrey, Linzee / Thau, Matthew R. / Bhatraju, Pavan / Wurfel, Mark / Yetisgen, Meliha et al. | 2022
- 832
-
TOWARD UNDERSTANDING CLINICAL CONTEXT OF MEDICATION CHANGE EVENTS IN CLINICAL NARRATIVESMahajan, Diwakar / Liang, Jennifer J. / Tsou, Ching-Huei et al. | 2022
- 842
-
EXTRACTION OF ELECTRONIC HEALTH RECORD DATA USING FAST HEALTHCARE INTEROPERABILITY RESOURCES FOR AUTOMATED BREAST CANCER RISK ASSESSMENTMcGuinness, Julia E. / Zhang, Tianmai / Cooper, Kevin / Kelkar, Arusha / Dimond, Jill / Lorenzi, Virginia / Crew, Katherine / Kukafka, Rita et al. | 2022
- 852
-
ON PREDICTING RECURRENCE IN EARLY STAGE NON-SMALL CELL LUNG CANCERMohamed, Sameh K. / Walsh, Brian / Timilsina, Mohan / Novacek, Vit / Torrente, Maria / Franco, Fabio / Provencio, Mariano / Janik, Adrianna / Costabello, Luca / Stenetorp, Pontus et al. | 2022
- 862
-
WORD EMBEDDING AND CLUSTERING FOR PATIENT-CENTERED REDESIGN OF APPOINTMENT SCHEDULING IN AMBULATORY CARE SETTINGSMohammadi, Iman / Mehrabi, Saeed / Sutton, Bryce / Wu, Huanmei et al. | 2022
- 871
-
AGILE IMPLEMENTATION OF INNOVATIVE END TO END TECHNICAL SOLUTIONS FOR RESPIRATORY TESTING IN THE COVID-19 PANDEMICTodd, Tamara D. Moores / Kuttler, Kathryn G. / Ize-Ludlow, Diego et al. | 2022
- 880
-
TOWARDS MORE PATIENT FRIENDLY CLINICAL NOTES THROUGH LANGUAGE MODELS AND ONTOLOGIESMoramarco, Francesco / Juric, Damir / Savkov, Aleksandar / Flann, Jack / Lehl, Maria / Grafen, Tessa / Boda, Kristian / Zhelezniak, Vitalii / Gohil, Sunir / Korfiatis, Alex Papadopoulos et al. | 2022
- 890
-
FIRST-LINE DRUG RESISTANCE PROFILING OF MYCOBACTERIUM TUBERCULOSIS: A MACHINE LEARNING APPROACHMüller, Stephanie J. / Meraba, Rebone / Dlamini, Gciniwe / Mapiye, Darlington et al. | 2022
- 899
-
RECURRENT NEURAL NETWORK BASED TIME-SERIES MODELING FOR LONG-TERM PROGNOSIS FOLLOWING ACUTE TRAUMATIC BRAIN INJURYNayebi, Amin / Tipirneni, Sindhu / Foreman, Brandon / Ratcliff, Jonathan / Reddy, Chandan / Subbian, Vignesh et al. | 2022
- 909
-
SEMANTIC SEARCH FOR LARGE SCALE CLINICAL ONTOLOGIESNgo, Duy-Hoa / Kemp, Madonna / Truran, Donna L. / Koopman, Bevan / Jimenez, Alejandro Metke- et al. | 2022
- 919
-
TOWARDS A FRAMEWORK FOR COMPARING FUNCTIONALITIES OF MULTIMORBIDITY CLINICAL DECISION SUPPORT: A LITERATURE-BASED FEATURE SET AND BENCHMARK CASESO'Sullivan, Dympna / Woensel, William Van / Wilk, Szymon / Tu, Samson / Michalowski, Wojtek / Abidi, Samina / Carrier, Marc / Edry, Ruth / Hochberg, Irit / Kingswell, Stephen P. et al. | 2022
- 929
-
PREDICTIVE AND CAUSAL ANALYSIS OF NO-SHOWS FOR MEDICAL EXAMS DURING COVID-19: A CASE STUDY OF BREAST IMAGING IN A NATIONWIDE ISRAELI HEALTH ORGANIZATIONOzery-Flato, Michal / Pinchasov, Ora / Dabush-Kasa, Miel / Hexter, Efrat / Chodick, Gabriel / Guindy, Michal / Rosen-Zvi, Michal et al. | 2022
- 939
-
DISCOVERING ASSOCIATIONS BETWEEN SOCIAL DETERMINANTS AND HEALTH OUTCOMES: MERGING KNOWLEDGE GRAPHS FROM LITERATURE AND ELECTRONIC HEALTH DATAPark, Yoonyoung / Mulligan, Natasha / Gleize, Martin / Kristiansen, Morten / Bettencourt-Silva, Joao H. et al. | 2022
- 949
-
IMPLEMENTATION MATTERS: HOW PATIENT EXPERIENCES DIFFER WHEN GENETIC COUNSELING ACCOMPANIES THE RETURN OF GENETIC VARIANTS OF UNCERTAIN SIGNIFICANCEPatel, Harsh V. / Henrikson, Nora / Ralston, James D. / Leppig, Kathleen A. / Scrol, Aaron / Jarvik, Gail P. / Devange, Shannon / Larson, Eric / Hartzler, Andrea et al. | 2022
- 958
-
CREATION OF A MAPPED, MACHINE-READABLE TAXONOMY TO FACILITATE EXTRACTION OF SOCIAL DETERMINANTS OF HEALTH DATA FROM ELECTRONIC HEALTH RECORDSPatel, Svati B. / Nguyen, Nam et al. | 2022
- 968
-
CHARACTERIZATION OF ELECTRONIC HEALTH RECORD DOCUMENTATION SHORTCUTS: DOES THE USE OF DOTPHRASES INCREASE EFFICIENCY IN THE EMERGENCY DEPARTMENT?Perotte, Rimma / Hajicharalambous, Christina / Sugalski, Gregory / Underwood, Joseph et al. | 2022
- 978
-
FEASIBILITY OF MOBILE AND SENSOR TECHNOLOGY FOR REMOTE MONITORING IN CANCER CARE AND PREVENTIONPeterson, Susan K. / Basen-Engquist, Karen / Demark-Wahnefried, Wendy / Prokhorov, Alexander / Shinn, Eileen / Martch, Stephanie L. / Beadle, Beth M. / Garden, Adam S. / Farcas, Emilia / Gunn, G. B. et al. | 2022
- 988
-
EXTRACTING PATIENT-LEVEL SOCIAL DETERMINANTS OF HEALTH INTO THE OMOP COMMON DATA MODELPhuong, Jimmy / Zampino, Elizabeth / Dobbins, Nicholas J. / Espinoza, Juan / Meeker, Daniella / Spratt, Heidi / Madlock-Brown, Charisse / Weiskopf, Nicole G. / Wilcox, Adam et al. | 2022
- 998
-
COGNITIVE FUNCTION CHARACTERIZATION USING ELECTRONIC HEALTH RECORDS NOTESPichon, Adrienne / Idnay, Betina / Schnall, Rebecca / Marder, Karen / Weng, Chunhua et al. | 2022
- 1008
-
NETWORKSIR AND ENVIRONMENTALSIR: EFFECTIVE, OPEN-SOURCE EPIDEMIC MODELING IN THE ABSENCE OF DATAPickering, Madison A. / Venkatesan, Subbarayan / Lehmann, Christoph U. / Saleh, Sameh / Medford, Richard J. et al. | 2022
- 1018
-
EPILEPSY-CONNECT: AN INTEGRATED KNOWLEDGEBASE FOR CHARACTERIZING ALTERATIONS IN CONSCIOUSNESS STATE OF PHARMACORESISTANT EPILEPSY PATIENTSPrantzalos, Katrina / Zhang, Jianzhe / Shafiabadi, Nassim / Fernandez-Bacavaca, Guadalupe / Sahoo, Satya S. et al. | 2022
- 1028
-
INVESTIGATING HEALTH INFORMATION TECHNOLOGY USAGE BY SOCIODEMOGRAPHIC SUBPOPULATIONS TO INCREASE COMMUNITY ENGAGEMENT IN HEALTHCARE: AN ANALYSIS OF THE HEALTH INFORMATION NATIONAL TRENDS SURVEYRajamani, Geetanjali / Kurina, Lianne / Rosas, Lisa G. et al. | 2022
- 1038
-
DL4BURN: BURN SURGICAL CANDIDACY PREDICTION USING MULTIMODAL DEEP LEARNINGRambhatla, Sirisha / Huang, Samantha / Trinh, Loc / Zhang, Mengfei / Long, Boyuan / Dong, Mingtao / Unadkat, Vyom / Yenikomshian, Haig / Gillenwater, Justin / Liu, Yan et al. | 2022
- 1048
-
DEVELOPMENT OF AN ONLINE CONTRACEPTIVE DECISION AID FOR COLLEGE WOMENRedman, Molly / Brian, Jenny / Wang, Dongwen et al. | 2022
- 1058
-
COMPARING SCRIBED AND NON-SCRIBED OUTPATIENT PROGRESS NOTESRule, Adam / Florig, Sarah T. / Bedrick, Steven / Mohan, Vishnu / Gold, Jeffrey A. / Hribar, Michelle R. et al. | 2022
- 1068
-
DESIGN OF DIGITAL WALKING PROGRAMS THAT ENGAGE PROSTATE CANCER SURVIVORS: NEEDS AND PREFERENCES FROM FOCUS GROUPSSangameswaran, Savitha / Segal, Courtney / Rosenberg, Dori E. / Casanova-Perez, Reggie / Cronkite, David J. / Gore, John L. / Hartzler, Andrea et al. | 2022
- 1078
-
A FUSION NLP MODEL FOR THE INFERENCE OF STANDARDIZED THYROID NODULE MALIGNANCY SCORES FROM RADIOLOGY REPORT TEXTSantos, Thiago / Kallas, Omar / Newsome, Janice / Rubin, Daniel / Gichoya, Judy W. / Banerjee, Imon et al. | 2022
- 1088
-
PREDICTORS OF RETENTION FOR COMMUNITY-BASED TELEHEALTH PROGRAMS: A STUDY OF THE TELEHEALTH INTERVENTION PROGRAM FOR SENIORS (TIPS)Schiaffino, Melody K. / Zhang, Zhan / Sachs, David / Migliaccio, John / Huh-Yoo, Jina et al. | 2022
- 1098
-
CROSS-VENDOR CT IMAGE DATA HARMONIZATION USING CVH-CTSelim, Md / Zhang, Jie / Fei, Baowei / Zhang, Guo-Qiang / Ge, Gary Yeeming / Chen, Jin et al. | 2022
- 1108
-
COMPARING DEEP LEARNING AND CONVENTIONAL MACHINE LEARNING MODELS FOR PREDICTING MENTAL ILLNESS FROM HISTORY OF PRESENT ILLNESS NOTATIONSShrestha, Ingroj / Srinivasan, Padmini et al. | 2022
- 1118
-
BLOCKIOT: BLOCKCHAIN-BASED HEALTH DATA INTEGRATION USING IOT DEVICESShukla, Manan M. / Lin, Jianjing / Seneviratne, Oshani et al. | 2022
- 1128
-
PREDICTION OF RESUSCITATION FOR PEDIATRIC SEPSIS FROM DATA AVAILABLE AT TRIAGEStella, Peter A. / Haines, Elizabeth / Aphinyanaphongs, Yindalon et al. | 2022
- 1138
-
ASSESSING THE READABILITY OF APP DESCRIPTIONS AND INVESTIGATING ITS ROLE IN THE CHOICE OF MHEALTH APPS: RETROSPECTIVE AND PROSPECTIVE ANALYSESSu, Wu-Chen / Mehta, Khyati / Gill, Kirandeep / Yeh, Peng / Chih, Ming-Yuan / Wu, Danny T. et al. | 2022
- 1148
-
THE ADDITION OF UNITED STATES CENSUS-TRACT DATA DOES NOT IMPROVE THE PREDICTION OF SUBSTANCE MISUSETo, Daniel / Joyce, Cara / Kulshrestha, Sujay / Sharma, Brihat / Dligach, Dmitriy / Churpek, Matthew / Afshar, Majid et al. | 2022
- 1158
-
INCREASED CLINICIAN TIME USING ELECTRONIC HEALTH RECORDS DURING COVID-19 PANDEMICXTsai, Timothy / Boazak, Mina / Hinz, Eugenia R. McPeek et al. | 2022
- 1168
-
HEALTHY LIFESTYLE AND MOOD: A BIOMEDICAL INFORMATICS CITIZEN SCIENCE PROJECT IN A HIGH SCHOOL CLASSROOMUshe, Jennifer / Redd, Doug / Nunez, Scarlyn Gutierrez / Trujillo-Rivera, Eduardo A. / Tekle, Senait / Nelson, Stuart J. / Zeng, Qing T. et al. | 2022
- 1177
-
A PRACTICAL APPROACH FOR MONITORING THE USE OF COPY-PASTE IN CLINICAL NOTESVawdrey, David K. / Cauthorn, William / Francis, Diane / Hackenberg, Kathy / Maloney, Gerald / Hohmuth, Benjamin et al. | 2022
- 1185
-
ENHANCING THE IDEAS FRAMEWORK WITH ONTOLOGY: DESIGNING DIGITAL INTERVENTIONS FOR IMPROVING CANCER PATIENTS' WELLBEINGVeggiotti, Nicole / Sacchi, Lucia / Peleg, Mor et al. | 2022
- 1195
-
CREATING A HOME FOR GENOMIC DATA IN THE ELECTRONIC HEALTH RECORDWalton, Nephi / Johnson, Darren / Heale, Bret / Person, Thomas / Williams, Marc et al. | 2022
- 1197
-
AXES OF PROGNOSIS: IDENTIFYING SUBTYPES OF COVID-19 OUTCOMESWhitfield, Emma / Coffey, Claire / Zhang, Huayu / Shi, Ting / Wu, Xiaodong / Li, Qiang / Wu, Honghan et al. | 2022
- 1207
-
DESIGN AND DEVELOPMENT OF AN INFORMATICS-DRIVEN IMPLEMENTATION RESEARCH FRAMEWORK FOR PRIMARY CARE STUDIESYe, Jiancheng et al. | 2022
- 1214
-
CHARACTERIZING BRAIN SIGNALS FOR EPILEPTIC PRE-ICTAL SIGNAL CLASSIFICATIONYu, Hao / Jiang, Shize / Huang, Yan / Li, Xiaojin / Wang, Xiaoling / Chen, Liang / Chen, Jin et al. | 2022
- 1224
-
A STUDY OF SOCIAL AND BEHAVIORAL DETERMINANTS OF HEALTH IN LUNG CANCER PATIENTS USING TRANSFORMERS-BASED NATURAL LANGUAGE PROCESSING MODELSYu, Zehao / Yang, Xi / Dang, Chong / Wu, Songzi / Adekkanattu, Prakash / Pathak, Jyotishman / George, Thomas J. / Hogan, William / Guo, Yi / Bian, Jiang et al. | 2022
- 1233
-
VALIDATION OF ADMINISTRATIVE CODING AND CLINICAL NOTES FOR HOSPITALACQUIRED ACUTE KIDNEY INJURY IN ADULTSZhang, Jianqiu / Drawz, Paul E. / Zhu, Ying / Hultman, Gretchen M. / Simon, Gyorgy / Melton, Genevieve B. et al. | 2022
- 1243
-
CHARACTERIZING BRAIN NETWORK DYNAMICS USING PERSISTENT HOMOLOGY IN PATIENTS WITH REFRACTORY EPILEPSYZhang, Jianzhe / Bauman, Roland / Shafiabadi, Nassim / Gurski, Nick / Fernandez-Bacavaca, Guadalupe / Sahoo, Satya S. et al. | 2022
- 1253
-
USER NEEDS AND CHALLENGES IN INFORMATION SHARING BETWEEN PREHOSPITAL AND HOSPITAL EMERGENCY CARE PROVIDERSZhang, Zhan / Sarcevic, Aleksandra / Joy, Karen / Ozkaynak, Mustafa / Adelgais, Kathleen et al. | 2022