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