Works matching IS 10675027 AND DT 2021 AND VI 28 AND IP 6

Results: 36

COVID-19 SignSym: a fast adaptation of a general clinical NLP tool to identify and normalize COVID-19 signs and symptoms to OMOP common data model.
Published in:
2021
By:
- Wang, Jingqi;
- Abu-el-Rub, Noor;
- Gray, Josh;
- Pham, Huy Anh;
- Zhou, Yujia;
- Manion, Frank J.;
- Liu, Mei;
- Song, Xing;
- Xu, Hua;
- Rouhizadeh, Masoud;
- Zhang, Yaoyun
Publication type:
journal article
Progress toward a science of learning systems for healthcare.
Published in:
2021
By:
- Bakken, Suzanne
Publication type:
Editorial
Scoping review: Development and assessment of evaluation frameworks of mobile health apps for recommendations to consumers.
Published in:
2021
By:
- Hensher, Martin;
- Cooper, Paul;
- Dona, Sithara Wanni Arachchige;
- Angeles, Mary Rose;
- Nguyen, Dieu;
- Heynsbergh, Natalie;
- Chatterton, Mary Lou;
- Peeters, Anna
Publication type:
journal article
Conflicting information from the Food and Drug Administration: Missed opportunity to lead standards for safe and effective medical artificial intelligence solutions.
Published in:
2021
By:
- Hernandez-Boussard, Tina;
- Lundgren, Matthew P;
- Shah, Nigam
Publication type:
journal article
A landscape survey of planned SMART/HL7 bulk FHIR data access API implementations and tools.
Published in:
2021
By:
- Jones, James;
- Gottlieb, Daniel;
- Mandel, Joshua C;
- Ignatov, Vladimir;
- Ellis, Alyssa;
- Kubick, Wayne;
- Mandl, Kenneth D
Publication type:
journal article
Real-time locating systems to improve healthcare delivery: A systematic review.
Published in:
2021
By:
- Overmann, Kevin M;
- Wu, Danny T.Y;
- Xu, Catherine T;
- Bindhu, Shwetha S;
- Barrick, Lindsey
Publication type:
journal article
A reply to Shachak.
Published in:
2021
By:
- Pantell, Matthew S;
- Adler-Milstein, Julia;
- Wang, Michael D;
- Prather, Aric A;
- Adler, Nancy E;
- Gottlieb, Laura M
Publication type:
research
Social informatics is a poor choice of term: A response to Pantell et al.
Published in:
2021
By:
- Shachak, Aviv
Publication type:
Letter
Meeting the challenge: Health information technology's essential role in achieving precision medicine.
Published in:
2021
By:
- Zayas-Cabán, Teresa;
- Chaney, Kevin J;
- Rogers, Courtney C;
- Denny, Joshua C;
- White, P. Jon
Publication type:
journal article
Toolkits for implementing and evaluating digital health: A systematic review of rigor and reporting.
Published in:
2021
By:
- Godinho, Myron Anthony;
- Ansari, Sameera;
- Guo, Guan Nan;
- Liaw, Siaw-Teng
Publication type:
journal article
Healthcare Process Modeling to Phenotype Clinician Behaviors for Exploiting the Signal Gain of Clinical Expertise (HPM-ExpertSignals): Development and evaluation of a conceptual framework.
Published in:
2021
By:
- Rossetti, Sarah Collins;
- Knaplund, Chris;
- Albers, Dave;
- Dykes, Patricia C;
- Kang, Min Jeoung;
- Korach, Tom Z;
- Zhou, Li;
- Schnock, Kumiko;
- Garcia, Jose;
- Schwartz, Jessica;
- Fu, Li-Heng;
- Klann, Jeffrey G;
- Lowenthal, Graham;
- Cato, Kenrick
Publication type:
journal article
Development and validation of a machine learning model predicting illness trajectory and hospital utilization of COVID-19 patients: A nationwide study.
Published in:
2021
By:
- Roimi, Michael;
- Gutman, Rom;
- Somer, Jonathan;
- Arie, Asaf Ben;
- Calman, Ido;
- Bar-Lavie, Yaron;
- Gelbshtein, Udi;
- Liverant-Taub, Sigal;
- Ziv, Arnona;
- Eytan, Danny;
- Gorfine, Malka;
- Shalit, Uri;
- Ben Arie, Asaf
Publication type:
journal article
Development of a novel machine learning model to predict presence of nonalcoholic steatohepatitis.
Published in:
2021
By:
- Docherty, Matt;
- Regnier, Stephane A;
- Capkun, Gorana;
- Balp, Maria-Magdalena;
- Ye, Qin;
- Janssens, Nico;
- Tietz, Andreas;
- Löffler, Jürgen;
- Cai, Jennifer;
- Pedrosa, Marcos C;
- Schattenberg, Jörn M
Publication type:
journal article
Adaptive learning algorithms to optimize mobile applications for behavioral health: guidelines for design decisions.
Published in:
2021
By:
- Figueroa, Caroline A;
- Aguilera, Adrian;
- Chakraborty, Bibhas;
- Modiri, Arghavan;
- Aggarwal, Jai;
- Deliu, Nina;
- Sarkar, Urmimala;
- Williams, Joseph Jay;
- Lyles, Courtney R;
- Jay Williams, Joseph
Publication type:
journal article
Machine learning-based outcome prediction and novel hypotheses generation for substance use disorder treatment.
Published in:
2021
By:
- Nasir, Murtaza;
- Summerfield, Nichalin S;
- Oztekin, Asil;
- Knight, Margaret;
- Ackerson, Leland K;
- Carreiro, Stephanie
Publication type:
journal article
Using machine learning to improve the accuracy of patient deterioration predictions: Mayo Clinic Early Warning Score (MC-EWS).
Published in:
2021
By:
- Romero-Brufau, Santiago;
- Whitford, Daniel;
- Johnson, Matthew G;
- Hickman, Joel;
- Morlan, Bruce W;
- Therneau, Terry;
- Naessens, James;
- Huddleston, Jeanne M
Publication type:
journal article
Deep propensity network using a sparse autoencoder for estimation of treatment effects.
Published in:
2021
By:
- Ghosh, Shantanu;
- Bian, Jiang;
- Guo, Yi;
- Prosperi, Mattia
Publication type:
journal article
Gender representation in U.S. biomedical informatics leadership and recognition.
Published in:
2021
By:
- Griffin, Ashley C;
- Leung, Tiffany I;
- Tenenbaum, Jessica D;
- Chung, Arlene E
Publication type:
journal article
A high-throughput phenotyping algorithm is portable from adult to pediatric populations.
Published in:
2021
By:
- Geva, Alon;
- Liu, Molei;
- Panickan, Vidul A;
- Avillach, Paul;
- Cai, Tianxi;
- Mandl, Kenneth D
Publication type:
journal article
Quantification of abdominal fat from computed tomography using deep learning and its association with electronic health records in an academic biobank.
Published in:
2021
By:
- MacLean, Matthew T;
- Jehangir, Qasim;
- Vujkovic, Marijana;
- Ko, Yi-An;
- Litt, Harold;
- Borthakur, Arijitt;
- Sagreiya, Hersh;
- Rosen, Mark;
- Mankoff, David A;
- Schnall, Mitchell D;
- Shou, Haochang;
- Chirinos, Julio;
- Damrauer, Scott M;
- Torigian, Drew A;
- Carr, Rotonya;
- Rader, Daniel J;
- Witschey, Walter R
Publication type:
journal article
Federated learning improves site performance in multicenter deep learning without data sharing.
Published in:
2021
By:
- Sarma, Karthik V;
- Harmon, Stephanie;
- Sanford, Thomas;
- Roth, Holger R;
- Xu, Ziyue;
- Tetreault, Jesse;
- Xu, Daguang;
- Flores, Mona G;
- Raman, Alex G;
- Kulkarni, Rushikesh;
- Wood, Bradford J;
- Choyke, Peter L;
- Priester, Alan M;
- Marks, Leonard S;
- Raman, Steven S;
- Enzmann, Dieter;
- Turkbey, Baris;
- Speier, William;
- Arnold, Corey W
Publication type:
journal article
Mining tasks and task characteristics from electronic health record audit logs with unsupervised machine learning.
Published in:
2021
By:
- Chen, Bob;
- Alrifai, Wael;
- Gao, Cheng;
- Jones, Barrett;
- Novak, Laurie;
- Lorenzi, Nancy;
- France, Daniel;
- Malin, Bradley;
- Chen, You
Publication type:
journal article
Advancement in predicting interactions between drugs used to treat psoriasis and its comorbidities by integrating molecular and clinical resources.
Published in:
2021
By:
- Patrick, Matthew T;
- Bardhi, Redina;
- Raja, Kalpana;
- He, Kevin;
- Tsoi, Lam C
Publication type:
journal article
A framework for making predictive models useful in practice.
Published in:
2021
By:
- Jung, Kenneth;
- Kashyap, Sehj;
- Avati, Anand;
- Harman, Stephanie;
- Shaw, Heather;
- Li, Ron;
- Smith, Margaret;
- Shum, Kenny;
- Javitz, Jacob;
- Vetteth, Yohan;
- Seto, Tina;
- Bagley, Steven C;
- Shah, Nigam H
Publication type:
journal article
Multimodal, multitask, multiattention (M3) deep learning detection of reticular pseudodrusen: Toward automated and accessible classification of age-related macular degeneration.
Published in:
2021
By:
- Chen, Qingyu;
- Keenan, Tiarnan D.L;
- Allot, Alexis;
- Peng, Yifan;
- Agrón, Elvira;
- Domalpally, Amitha;
- Klaver, Caroline C. W;
- Luttikhuizen, Daniel T;
- Colyer, Marcus H;
- Cukras, Catherine A;
- Wiley, Henry E;
- Magone, M Teresa;
- Cousineau-Krieger, Chantal;
- Wong, Wai T;
- Zhu, Yingying;
- Chew, Emily Y;
- Lu, Zhiyong;
- Group, for the AREDS2 Deep Learning Research;
- Teresa Magone, M;
- AREDS2 Deep Learning Research Group
Publication type:
journal article
Developing a standardized protocol for computational sentiment analysis research using health-related social media data.
Published in:
2021
By:
- He, Lu;
- Yin, Tingjue;
- Hu, Zhaoxian;
- Chen, Yunan;
- Hanauer, David A;
- Zheng, Kai
Publication type:
journal article
Enabling a learning healthcare system with automated computer protocols that produce replicable and personalized clinician actions.
Published in:
2021
By:
- Morris, Alan H;
- Stagg, Brian;
- Lanspa, Michael;
- Orme, James;
- Clemmer, Terry P;
- Weaver, Lindell K;
- Thomas, Frank;
- Grissom, Colin K;
- Hirshberg, Ellie;
- East, Thomas D;
- Wallace, Carrie Jane;
- Young, Michael P;
- Sittig, Dean F;
- Pesenti, Antonio;
- Bombino, Michela;
- Beck, Eduardo;
- Sward, Katherine A;
- Weir, Charlene;
- Phansalkar, Shobha S;
- Bernard, Gordon R
Publication type:
journal article
Artificial intelligence in breast cancer screening: primary care provider preferences.
Published in:
2021
By:
- Hendrix, Nathaniel;
- Hauber, Brett;
- Lee, Christoph I;
- Bansal, Aasthaa;
- Veenstra, David L
Publication type:
journal article
Automated model versus treating physician for predicting survival time of patients with metastatic cancer.
Published in:
2021
By:
- Gensheimer, Michael F;
- Aggarwal, Sonya;
- Benson, Kathryn R.K;
- Carter, Justin N;
- Henry, A. Solomon;
- Wood, Douglas J;
- Soltys, Scott G;
- Hancock, Steven;
- Pollom, Erqi;
- Shah, Nigam H;
- Chang, Daniel T
Publication type:
journal article
Factors associated with nurse well-being in relation to electronic health record use: A systematic review.
Published in:
2021
By:
- Nguyen, Oliver T;
- Shah, Shivani;
- Gartland, Alexander J;
- Parekh, Arpan;
- Turner, Kea;
- Feldman, Sue S;
- Merlo, Lisa J
Publication type:
journal article
Descriptive examination of secure messaging in a longitudinal cohort of diabetes patients in the ECLIPPSE study.
Published in:
2021
By:
- Cemballi, Anupama Gunshekar;
- Karter, Andrew J;
- Schillinger, Dean;
- Liu, Jennifer Y;
- McNamara, Danielle S;
- Brown, William;
- Crossley, Scott;
- Semere, Wagahta;
- Reed, Mary;
- Allen, Jill;
- Lyles, Courtney Rees
Publication type:
journal article
Machine-learning model to predict the cause of death using a stacking ensemble method for observational data.
Published in:
2021
By:
- Kim, Chungsoo;
- You, Seng Chan;
- Reps, Jenna M.;
- Cheong, Jae Youn;
- Park, Rae Woong
Publication type:
journal article
The design and evaluation of a novel algorithm for automated preference card optimization.
Published in:
2021
By:
- Scheinker, David;
- Hollingsworth, Matt;
- Brody, Anna;
- Phelps, Carey;
- Bryant, William;
- Pei, Francesca;
- Petersen, Kristin;
- Reddy, Alekhya;
- Wall, James
Publication type:
journal article
Renal medication-related clinical decision support (CDS) alerts and overrides in the inpatient setting following implementation of a commercial electronic health record: implications for designing more effective alerts.
Published in:
2021
By:
- Shah, Sonam N;
- Amato, Mary G;
- Garlo, Katherine G;
- Seger, Diane L;
- Bates, David W
Publication type:
journal article
Associations of physicians' prescribing experience, work hours, and workload with prescription errors.
Published in:
2021
By:
- Leviatan, Ilona;
- Oberman, Bernice;
- Zimlichman, Eyal;
- Stein, Gideon Y.
Publication type:
journal article
Improving the delivery of palliative care through predictive modeling and healthcare informatics.
Published in:
2021
By:
- Murphree, Dennis H;
- Wilson, Patrick M;
- Asai, Shusaku W;
- Quest, Daniel J;
- Lin, Yaxiong;
- Mukherjee, Piyush;
- Chhugani, Nirmal;
- Strand, Jacob J;
- Demuth, Gabriel;
- Mead, David;
- Wright, Brian;
- Harrison, Andrew;
- Soleimani, Jalal;
- Herasevich, Vitaly;
- Pickering, Brian W;
- Storlie, Curtis B
Publication type:
journal article