Search Results - "Wallace, Jonathan"

Reliability of Supervised Machine Learning Using Synthetic Data in Health Care: Model to Preserve Privacy for Data Sharing by Rankin, Debbie, Black, Michaela, Bond, Raymond, Wallace, Jonathan, Mulvenna, Maurice, Epelde, Gorka

“…The exploitation of synthetic data in health care is at an early stage. Synthetic data could unlock the potential within health care datasets that are too…”
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Interferon Lambda in the Pathogenesis of Inflammatory Bowel Diseases by Wallace, Jonathan W, Constant, David A, Nice, Timothy J

“…Interferon λ (IFN-λ) is critical for host viral defense at mucosal surfaces and stimulates immunomodulatory signals, acting on epithelial cells and few other…”
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Vestibular-Evoked Responses Indicate a Functional Role for Intrinsic Foot Muscles During Standing Balance by Wallace, Jonathan W., Rasman, Brandon G., Dalton, Brian H.

“…•Vestibular control of standing balance is represented in toe abductor activity.•Vestibulomyogenic responses can be characterized over 0–20 Hz in the intrinsic…”
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Exploring patient information needs in type 2 diabetes: A cross sectional study of questions by Crangle, Colleen E, Bradley, Colin, Carlin, Paul F, Esterhay, Robert J, Harper, Roy, Kearney, Patricia M, McCarthy, Vera J C, McTear, Michael F, Savage, Eileen, Tuttle, Mark S, Wallace, Jonathan G

“…This study set out to analyze questions about type 2 diabetes mellitus (T2DM) from patients and the public. The aim was to better understand people's…”
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Time-dependent neuromuscular parameters in the plantar flexors support greater fatigability of old compared with younger males by Wallace, Jonathan W., Power, Geoffrey A., Rice, Charles L., Dalton, Brian H.

“…Older adults are more fatigable than young during dynamic tasks, especially those that involve moderate to fast unconstrained velocity shortening contractions…”
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Discovering and comparing types of general practitioner practices using geolocational features and prescribing behaviours by means of K-means clustering by Booth, Frederick G., R Bond, Raymond, D Mulvenna, Maurice, Cleland, Brian, McGlade, Kieran, Rankin, Debbie, Wallace, Jonathan, Black, Michaela

“…Traditionally General Practitioner (GP) practices have been labelled as being in Rural, Urban or Semi-Rural areas with no statistical method of identifying…”
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Teacher evaluation: A conversation among educators by Wallace, Jonathan D.

“…Listen in as teachers and principals explore some of the themes involved in the broader teacher evaluation discussion…”
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System Architecture of a European Platform for Health Policy Decision Making: MIDAS by Shi, Xi, Nikolic, Gorana, Fischaber, Scott, Black, Michaela, Rankin, Debbie, Epelde, Gorka, Beristain, Andoni, Alvarez, Roberto, Arrue, Monica, Pita Costa, Joao, Grobelnik, Marko, Stopar, Luka, Pajula, Juha, Umer, Adil, Poliwoda, Peter, Wallace, Jonathan, Carlin, Paul, Pääkkönen, Jarmo, De Moor, Bart

“…Healthcare data is a rich yet underutilized resource due to its disconnected, heterogeneous nature. A means of connecting healthcare data and integrating it…”
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A machine learning PROGRAM to identify COVID-19 and other diseases from hematology data by Gladding, Patrick A, Ayar, Zina, Smith, Kevin, Patel, Prashant, Pearce, Julia, Puwakdandawa, Shalini, Tarrant, Dianne, Atkinson, Jon, McChlery, Elizabeth, Hanna, Merit, Gow, Nick, Bhally, Hasan, Read, Kerry, Jayathissa, Prageeth, Wallace, Jonathan, Norton, Sam, Kasabov, Nick, Calude, Cristian S, Steel, Deborah, Mckenzie, Colin

“…We propose a method for screening full blood count metadata for evidence of communicable and noncommunicable diseases using machine learning (ML). High…”
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Soliciting and Responding to Patients' Questions about Diabetes Through Online Sources by Crangle, Colleen E, Bradley, Colin, Carlin, Paul F, Esterhay, Robert J, Harper, Roy, Kearney, Patricia M, Lorig, Kate, McCarthy, Vera J C, McTear, Michael F, Tuttle, Mark S, Wallace, Jonathan G, Savage, Eileen

“…When patients cannot get answers from health professionals or retain the information given, increasingly they search online for answers, with limited success…”
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What they wish they had learned by Desimone, Laura M., Bartlett, Pilar, Gitomer, Madeline, Mohsin, Yasmin, Pottinger, Danielle, Wallace, Jonathan D.

“…Middle school math teachers feel unprepared for the diversity in their classrooms and short on content knowledge…”
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Dynamic similarity-based activity detection and recognition within smart homes by Hong, Xin, Nugent, Chris D, Mulvenna, Maurice D, Martin, Suzanne, Devlin, Steven, Wallace, Jonathan G

“…Purpose - Within smart homes, ambient sensors are used to monitor interactions between users and the home environment. The data produced from the sensors are…”
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Continuous Digital Light Processing (cDLP): Highly Accurate Additive Manufacturing of Tissue Engineered Bone Scaffolds by Dean, David, Jonathan, Wallace, Siblani, Ali, Wang, Martha O, Kim, Kyobum, Mikos, Antonios G, Fisher, John P

“…Highly accurate rendering of the external and internal geometry of bone tissue engineering scaffolds effects fit at the defect site, loading of internal pore…”
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Pediatric hospitalizations for asthma: use of a linked file to separate person-level risk and readmission by Wallace, Jonathan C, Denk, Charles E, Kruse, Lakota K

“…Disparities in asthma hospitalization by gender, age, and race/ethnicity are thought to be driven by a combination of 2 factors: disease severity and…”
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Monitoring and visualising of night time activity patterns of people with early dementia by Zheng, Huiru, Wang, Haiying, Jeffers, Paul, Nikamalfard, Hoda, Mulvenna, Maurice, Martin, Suzanne, Carswell, William, Augusto, Juan C., Wallace, Jonathan, McCullagh, Paul, Taylor, Barbara, McSorley, Kevin

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The influence of stereolithographic scaffold architecture and composition on osteogenic signal expression with rat bone marrow stromal cells by Kim, Kyobum, Dean, David, Wallace, Jonathan, Breithaupt, Rob, Mikos, Antonios G, Fisher, John P

“…Abstract Scaffold design parameters, especially physical construction factors such as mechanical stiffness of substrate materials, pore size of 3D porous…”
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Healthcare pathway discovery and probabilistic machine learning by Kempa-Liehr, Andreas W., Lin, Christina Yin-Chieh, Britten, Randall, Armstrong, Delwyn, Wallace, Jonathan, Mordaunt, Dylan, O'Sullivan, Michael

“…[Display omitted] •Pathway variants and other features from event sequences can be used as co-variates for probabilistic machine learning models in order to…”
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Multi-level supervised hashing with deep features for efficient image retrieval by Ng, Wing W.Y., Li, Jiayong, Tian, Xing, Wang, Hui, Kwong, Sam, Wallace, Jonathan

“…Image hashing based on deep convolutional neural networks (CNN), deep hashing, has acquired breakthrough in image retrieval. Although deep features from…”
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P32: Retrievable inferior vena caval filters and extended pharmacologic prophylaxis in high-risk bariatric surgery patients by Borkgren-Okonek, Marilyn, MS, Hart, Robert W., MD, Wallace, Jonathan W., MD, Kane, James M., MD, Rantis, Peter C., MD

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Dementia Analytics Research User Group (DARUG) ‐ A Model for meaningful stakeholder engagement in dementia research by Carlin, Paul, Wallace, Jonathan, Moore, Adrian, Hughes, Catherine, Black, Michaela, Rankin, Deborah, Hoey, Leane, McNulty, Helene

“…Background The importance of involving stakeholders in research is widely recognised but few studies provide details to implementation in practice. The use of…”
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