Výsledky vyhľadávania - "Informatics and Data Science"

323 Applying MeSH Tree Structures and Condition-to-MeSH Mapping to Catalog and Characterize Clinical Trials Research Focus Areas Autor Wu, Winfred, Yuen, Trevor, Mittal, Sakshi, Das, Rosalina, Dominguez, Sheela, Ransford, Daru, Simwenyi, Micky

“… The Medical Subject Headings (MeSH) thesaurus is a hierarchical vocabulary that can index and organize research foci using common business intelligence tools to enable rapid exploration of research portfolios…”
Získať plný text

321 The Use of AI in Pediatric Congenital Heart Disease: How Far Have We Come? Autor Venna, Alyssia, Mehta, Rittal, Reitz, Justus, Briscoe, Jessica, d'Udekem, Yves

“… A total of 259 full-text articles were reviewed for relevance. Articles that did not include a retrospective or prospective review of human subject data were excluded…”
Získať plný text

Mathematical Modelling and Machine Learning Methods for Bioinformatics and Data Science Applications

“…Mathematical modeling is routinely used in physical and engineering sciences to help understand complex systems and optimize industrial processes. Mathematical…”
Získať plný text

Distance-weighted Sinkhorn loss for Alzheimer’s disease classification Autor Wang, Zexuan, Zhan, Qipeng, Tong, Boning, Yang, Shu, Hou, Bojian, Huang, Heng, Saykin, Andrew J., Thompson, Paul M., Davatzikos, Christos, Shen, Li

“…Traditional loss functions such as cross-entropy loss often quantify the penalty for each mis-classified training sample without adequately considering its…”
Získať plný text

Participant Contributions to Person-Generated Health Data Research Using Mobile Devices: Scoping Review Autor Song, Shanshan, Ashton, Micaela, Yoo, Rebecca Hahn, Lkhagvajav, Zoljargal, Wright, Robert, Mathews, Debra J H, Taylor, Casey Overby

“…Mobile devices offer an emerging opportunity for research participants to contribute person-generated health data (PGHD). There is little guidance, however, on…”
Získať plný text

Family and personal history of cancer in the All of Us research program for precision medicine Autor Keeler Bruce, Lauryn, Paul, Paulina, Kim, Katherine K., Kim, Jihoon, Keegan, Theresa H. M., Hiatt, Robert A., Ohno-Machado, Lucila

“…The All of Us ( AoU ) Research Program is making available one of the largest and most diverse collections of health data in the US to researchers. Using the…”
Získať plný text

Secure discovery of genetic relatives across large-scale and distributed genomic data sets Autor Hong, Matthew M, Froelicher, David, Magner, Ricky, Popic, Victoria, Berger, Bonnie, Cho, Hyunghoon

“… However, when the cohort is distributed across multiple entities subject to data-sharing restrictions, performing this step often becomes infeasible…”
Zistit podrobnosti o prístupe

Toward Community-Based Natural Language Processing (CBNLP): Cocreating With Communities Autor Pillai, Malvika, Griffin, Ashley C, Kronk, Clair A, McCall, Terika

“… While traditional health care NLP techniques typically include clinical subject matter experts to extract health information or aid in interpretation, few NLP tools involve community stakeholders with lived experiences…”
Získať plný text

Evaluation of Influencing Factors on Metabolism of Land-Based n-3 Poly Unsaturated Fatty Acids—The KoALA Study Autor Drobner, Timo, Braun, Theresa S., Kiehntopf, Michael, Schlattmann, Peter, Lorkowski, Stefan, Dawczynski, Christine

“… In addition, the effect of ALA on cardiovascular risk markers was investigated. This study used a parallel design approach by randomly assigning the 134 subjects to one…”
Získať plný text

Formative evaluation of an emergency department clinical decision support system for agitation symptoms: a study protocol Autor Wong, Ambrose H, Nath, Bidisha, Shah, Dhruvil, Kumar, Anusha, Brinker, Morgan, Faustino, Isaac V, Boyce, Michael, Dziura, James D, Heckmann, Rebekah, Yonkers, Kimberly A, Bernstein, Steven L, Adapa, Karthik, Taylor, Richard Andrew, Ovchinnikova, Polina, McCall, Terika, Melnick, Edward R

“…IntroductionThe burden of mental health-related visits to emergency departments (EDs) is growing, and agitation episodes are prevalent with such visits. Best…”
Získať plný text

Joining Datasets Without Identifiers: Probabilistic Linkage of Virtual Pediatric Systems and PEDSnet Autor Dziorny, Adam C, Lindell, Robert B, Bennett, Tellen D, Bailey, L Charles

“…To 1) probabilistically link two important pediatric data sources, Virtual Pediatric Systems and PEDSnet, 2) evaluate linkage accuracy overall and in patients…”
Zistit podrobnosti o prístupe

Yale Brain Atlas to interactively explore multimodal structural and functional neuroimaging data Autor Collins, Evan, Chishti, Omar, McGrath, Hari, Obaid, Sami, King, Alex, Qiu, Edwin, Gabriel, Ellie, Shen, Xilin, Arora, Jagriti, Papademetris, Xenophon, Constable, R. Todd, Spencer, Dennis D., Zaveri, Hitten P.

“… For structural data, it incorporates white matter connectomes of 1,065 subjects and cortical thickness profiles of 200 subjects both from the Human Connectome Project…”
Získať plný text

Privacy-Enhancing Technologies in Biomedical Data Science Autor Cho, Hyunghoon, Froelicher, David, Dokmai, Natnatee, Nandi, Anupama, Sadhuka, Shuvom, Hong, Matthew M, Berger, Bonnie

“… Conventional frameworks for collecting and sharing human subject data offer limited privacy protection, often necessitating the creation of data silos…”
Zistit podrobnosti o prístupe

A Novel Approach for Continuous Health Status Monitoring and Automatic Detection of Infection Incidences in People With Type 1 Diabetes Using Machine Learning Algorithms (Part 2): A Personalized Digital Infectious Disease Detection Mechanism Autor Woldaregay, Ashenafi Zebene, Launonen, Ilkka Kalervo, Albers, David, Igual, Jorge, Årsand, Eirik, Hartvigsen, Gunnar

“…Semisupervised and unsupervised anomaly detection methods have been widely used in various applications to detect anomalous objects from a given data set…”
Získať plný text

Chronic demyelination exacerbates neuroaxonal loss in patients with MS with unilateral optic neuritis Autor You, Yuyi, Barnett, Michael H., Yiannikas, Con, Parratt, John, Matthews, Jim, Graham, Stuart L., Klistorner, Alexander

“…To examine the effect of chronic demyelination in the optic nerve of patients with MS on progressive loss of retinal ganglion cell (RGC) axons. Progressive…”
Získať plný text

Interferon-β Is Less Effective Than Other Drugs in Controlling the Rate of Retinal Ganglion Cell Loss in MS Autor You, Yuyi, Barnett, Michael H., Yiannikas, Con, Parratt, John D.E., Matthews, Jim G., Graham, Stuart L., Klistorner, Alexander

“… of 4.0 years using optical coherence tomography. Twenty-five healthy subjects were also included as normal controls…”
Získať plný text

Development of a social and environmental determinants of health informatics maturity model Autor Espinoza, Juan C., Sehgal, Shruti, Phuong, Jimmy, Bahroos, Neil, Starren, Justin, Wilcox, Adam, Meeker, Daniella

“… We established a core expert group consisting of developers, informaticists, and subject matter experts to identify different SIMM domains and define maturity levels…”
Získať plný text

Variations in Using Diagnosis Codes for Defining Age-Related Macular Degeneration Cohorts Autor Kalaw, Fritz Gerald Paguiligan, Chen, Jimmy S., Baxter, Sally L.

“…Data harmonization is vital for secondary electronic health record data analysis, especially when combining data from multiple sources. Currently, there is a…”
Získať plný text

Recent Advances in Genetics and Breeding of Major Staple Food Crops

“…To meet the global food demand of an increasing population, food production has to be increased by 60% by 2050. The main production constraints, such as…”
Získať plný text

Quality assessment of real-world data repositories across the data life cycle: A literature review Autor Liaw, Siaw-Teng, Guo, Jason Guan Nan, Ansari, Sameera, Jonnagaddala, Jitendra, Godinho, Myron Anthony, Borelli, Alder Jose, de Lusignan, Simon, Capurro, Daniel, Liyanage, Harshana, Bhattal, Navreet, Bennett, Vicki, Chan, Jaclyn, Kahn, Michael G

“… (Medical Subject Headings) terms used and journals in MEDLINE as well as additional unique…”
Zistit podrobnosti o prístupe