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Designing and evaluating an automated system for real-time medication administration error detection in a neonatal intensive care unit.
Published in:
2018
By:
- Yizhao Ni;
- Lingren, Todd;
- Hall, Eric S.;
- Leonard, Matthew;
- Melton, Kristin;
- Kirkendall, Eric S.;
- Ni, Yizhao
Publication type:
journal article
Will they participate? Predicting patients' response to clinical trial invitations in a pediatric emergency department.
Published in:
2016
By:
- Yizhao Ni;
- Beck, Andrew F.;
- Taylor, Regina;
- Dyas, Jenna;
- Solti, Imre;
- Grupp-Phelan, Jacqueline;
- Dexheimer, Judith W.;
- Ni, Yizhao
Publication type:
journal article
Built environment factors predictive of early rapid lung function decline in cystic fibrosis.
Published in:
Pediatric Pulmonology, 2023, v. 58, n. 5, p. 1501, doi. 10.1002/ppul.26352
By:
- Gecili, Emrah;
- Brokamp, Cole;
- Rasnick, Erika;
- Afonso, Pedro M.;
- Andrinopoulou, Eleni‐Rosalina;
- Dexheimer, Judith W.;
- Clancy, John P.;
- Keogh, Ruth H.;
- Ni, Yizhao;
- Palipana, Anushka;
- Pestian, Teresa;
- Vancil, Andrew;
- Zhou, Grace C.;
- Su, Weiji;
- Siracusa, Christopher;
- Ryan, Patrick;
- Szczesniak, Rhonda D.
Publication type:
Article
The Effect of Inversion at 8p23 on BLK Association with Lupus in Caucasian Population.
Published in:
PLoS ONE, 2014, v. 9, n. 12, p. 1, doi. 10.1371/journal.pone.0115614
By:
- Namjou, Bahram;
- Ni, Yizhao;
- Harley, Isaac T. W.;
- Chepelev, Iouri;
- Cobb, Beth;
- Kottyan, Leah C.;
- Gaffney, Patrick M.;
- Guthridge, Joel M.;
- Kaufman, Kenneth;
- Harley, John B.
Publication type:
Article
An end-to-end hybrid algorithm for automated medication discrepancy detection.
Published in:
BMC Medical Informatics & Decision Making, 2015, v. 15, n. 1, p. 1, doi. 10.1186/s12911-015-0160-8
By:
- Li, Qi;
- Spooner, Stephen Andrew;
- Kaiser, Megan;
- Lingren, Nataline;
- Robbins, Jessica;
- Lingren, Todd;
- Tang, Huaxiu;
- Solti, Imre;
- Ni, Yizhao
Publication type:
Article
Increasing the efficiency of trial-patient matching: automated clinical trial eligibility Pre-screening for pediatric oncology patients.
Published in:
BMC Medical Informatics & Decision Making, 2015, v. 15, n. 1, p. 1, doi. 10.1186/s12911-015-0149-3
By:
- Ni, Yizhao;
- Wright, Jordan;
- Perentesis, John;
- Lingren, Todd;
- Deleger, Louise;
- Kaiser, Megan;
- Kohane, Isaac;
- Solti, Imre
Publication type:
Article
An end-to-end hybrid algorithm for automated medication discrepancy detection.
Published in:
2015
By:
- Li, Qi;
- Spooner, Stephen Andrew;
- Kaiser, Megan;
- Lingren, Nataline;
- Robbins, Jessica;
- Lingren, Todd;
- Tang, Huaxiu;
- Solti, Imre;
- Ni, Yizhao
Publication type:
journal article
Increasing the efficiency of trial-patient matching: automated clinical trial eligibility pre-screening for pediatric oncology patients.
Published in:
2015
By:
- Ni, Yizhao;
- Wright, Jordan;
- Perentesis, John;
- Lingren, Todd;
- Deleger, Louise;
- Kaiser, Megan;
- Kohane, Isaac;
- Solti, Imre
Publication type:
journal article
Implementation of Machine Learning Pipelines for Clinical Practice: Development and Validation Study.
Published in:
JMIR Medical Informatics, 2022, v. 10, n. 12, p. 134, doi. 10.2196/37833
By:
- Kanbar, Lara J.;
- Wissel, Benjamin;
- Yizhao Ni;
- Pajor, Nathan;
- Glauser, Tracy;
- Pestian, John;
- Dexheimer, Judith W.
Publication type:
Article
Automated Risk Assessment for School Violence: a Pilot Study.
Published in:
Psychiatric Quarterly, 2018, v. 89, n. 4, p. 817, doi. 10.1007/s11126-018-9581-8
By:
- Barzman, Drew;
- Ni, Yizhao;
- Griffey, Marcus;
- Bachtel, Alycia;
- Lin, Kenneth;
- Jackson, Hannah;
- Sorter, Michael;
- DelBello, Melissa
Publication type:
Article
A Pilot Study on Developing a Standardized and Sensitive School Violence Risk Assessment with Manual Annotation.
Published in:
Psychiatric Quarterly, 2017, v. 88, n. 3, p. 447, doi. 10.1007/s11126-016-9458-7
By:
- Barzman, Drew;
- Ni, Yizhao;
- Griffey, Marcus;
- Patel, Bianca;
- Warren, Ashaki;
- Latessa, Edward;
- Sorter, Michael
Publication type:
Article
Automated detection of substance use information from electronic health records for a pediatric population.
Published in:
2021
By:
- Ni, Yizhao;
- Bachtel, Alycia;
- Nause, Katie;
- Beal, Sarah
Publication type:
journal article
Desiderata for computable representations of electronic health records-driven phenotype algorithms.
Published in:
2015
By:
- Huan Mo;
- Thompson, William K.;
- Rasmussen, Luke V.;
- Pacheco, Jennifer A.;
- Guoqian Jiang;
- Kiefer, Richard;
- Qian Zhu;
- Jie Xu;
- Montague, Enid;
- Carrell, David S.;
- Lingren, Todd;
- Mentch, Frank D.;
- Yizhao Ni;
- Wehbe, Firas H.;
- Peissig, Peggy L.;
- Tromp, Gerard;
- Larson, Eric B.;
- Chute, Christopher G.;
- Pathak, Jyotishman;
- Denny, Joshua C.
Publication type:
journal article
Automated clinical trial eligibility prescreening: increasing the efficiency of patient identification for clinical trials in the emergency department.
Published in:
Journal of the American Medical Informatics Association, 2015, v. 22, n. 1, p. 166, doi. 10.1136/amiajnl-2014-002887
By:
- Yizhao Ni;
- Kennebeck, Stephanie;
- Dexheimer, Judith W.;
- McAneney, Constance M.;
- Huaxiu Tang;
- Lingren, Todd;
- Qi Li;
- Haijun Zhai;
- Solti, Imre
Publication type:
Article
Phenotyping for patient safety: algorithm development for electronic health record based automated adverse event and medical error detection in neonatal intensive care.
Published in:
Journal of the American Medical Informatics Association, 2014, v. 21, n. 5, p. 776, doi. 10.1136/amiajnl-2013-001914
By:
- Qi Li;
- Melton, Kristin;
- Lingren, Todd;
- Kirkendall, Eric S.;
- Hall, Eric;
- Haijun Zhai;
- Yizhao Ni;
- Kaiser, Megan;
- Stoutenborough, Laura;
- Solti, Imre
Publication type:
Article
Understanding Pediatric Surgery Cancellation: Geospatial Analysis.
Published in:
2021
By:
- Liu, Lei;
- Ni, Yizhao;
- Beck, Andrew F;
- Brokamp, Cole;
- Ramphul, Ryan C;
- Highfield, Linda D;
- Kanjia, Megha Karkera;
- Pratap, J "Nick"
Publication type:
journal article
Data Challenges With Real-Time Safety Event Detection And Clinical Decision Support.
Published in:
2019
By:
- Kirkendall, Eric Steven;
- Ni, Yizhao;
- Lingren, Todd;
- Leonard, Matthew;
- Hall, Eric S;
- Melton, Kristin
Publication type:
journal article
DeepImmuno: deep learning-empowered prediction and generation of immunogenic peptides for T-cell immunity.
Published in:
Briefings in Bioinformatics, 2021, v. 22, n. 6, p. 1, doi. 10.1093/bib/bbab160
By:
- Li, Guangyuan;
- Iyer, Balaji;
- Prasath, V B Surya;
- Ni, Yizhao;
- Salomonis, Nathan
Publication type:
Article
Leveraging Food and Drug Administration Adverse Event Reports for the Automated Monitoring of Electronic Health Records in a Pediatric Hospital.
Published in:
Biomedical Informatics Insights, 2017, n. 9, p. 1, doi. 10.1177/1178222617713018
By:
- Huaxiu Tang;
- Solti, Imre;
- Kirkendall, Eric;
- Haijun Zhai;
- Lingren, Todd;
- Meller, Jaroslaw;
- Yizhao Ni
Publication type:
Article
Gross motor function prediction using natural language processing in cerebral palsy.
Published in:
Developmental Medicine & Child Neurology, 2023, v. 65, n. 1, p. 100, doi. 10.1111/dmcn.15301
By:
- Greve, Kelly;
- Ni, Yizhao;
- Bailes, Amy F.;
- Vargus‐Adams, Jilda;
- Miley, Aimee E.;
- Aronow, Bruce;
- McMahon, Mary M.;
- Kurowski, Brad G.;
- Mitelpunkt, Alexis
Publication type:
Article
Electronic Health Record Based Algorithm to Identify Patients with Autism Spectrum Disorder.
Published in:
PLoS ONE, 2016, v. 11, n. 7, p. 1, doi. 10.1371/journal.pone.0159621
By:
- Lingren, Todd;
- Chen, Pei;
- Bochenek, Joseph;
- Doshi-Velez, Finale;
- Manning-Courtney, Patty;
- Bickel, Julie;
- Wildenger Welchons, Leah;
- Reinhold, Judy;
- Bing, Nicole;
- Ni, Yizhao;
- Barbaresi, William;
- Mentch, Frank;
- Basford, Melissa;
- Denny, Joshua;
- Vazquez, Lyam;
- Perry, Cassandra;
- Namjou, Bahram;
- Qiu, Haijun;
- Connolly, John;
- Abrams, Debra
Publication type:
Article
Quantitative disease risk scores from EHR with applications to clinical risk stratification and genetic studies.
Published in:
NPJ Digital Medicine, 2021, v. 4, n. 1, p. 1, doi. 10.1038/s41746-021-00488-3
By:
- Xu, Danqing;
- Wang, Chen;
- Khan, Atlas;
- Shang, Ning;
- He, Zihuai;
- Gordon, Adam;
- Kullo, Iftikhar J.;
- Murphy, Shawn;
- Ni, Yizhao;
- Wei, Wei-Qi;
- Gharavi, Ali;
- Kiryluk, Krzysztof;
- Weng, Chunhua;
- Ionita-Laza, Iuliana
Publication type:
Article
Exploitation of Machine Learning Techniques in Modelling Phrase Movements for Machine Translation.
Published in:
Journal of Machine Learning Research, 2011, v. 12, n. 1, p. 1
By:
- Yizhao Ni;
- Saunders, Craig;
- Szedmak, Sandor;
- Niranjan, Mahesan
Publication type:
Article
External validation and comparison of risk score models in pediatric heart transplants.
Published in:
Pediatric Transplantation, 2022, v. 26, n. 3, p. 1, doi. 10.1111/petr.14204
By:
- Dani, Alia;
- Heidel, Justin S.;
- Qiu, Tingting;
- Zhang, Yin;
- Ni, Yizhao;
- Hossain, Md Monir;
- Chin, Clifford;
- Morales, David L. S.;
- Huang, Bin;
- Zafar, Farhan
Publication type:
Article
Towards phenotyping stroke: Leveraging data from a large-scale epidemiological study to detect stroke diagnosis.
Published in:
PLoS ONE, 2018, v. 13, n. 2, p. 1, doi. 10.1371/journal.pone.0192586
By:
- Ni, Yizhao;
- Alwell, Kathleen;
- Moomaw, Charles J.;
- Woo, Daniel;
- Adeoye, Opeolu;
- Flaherty, Matthew L.;
- Ferioli, Simona;
- Mackey, Jason;
- De Los Rios La Rosa, Felipe;
- Martini, Sharyl;
- Khatri, Pooja;
- Kleindorfer, Dawn;
- Kissela, Brett M.
Publication type:
Article

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