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Hybrid Type II Randomized Controlled Trial of the Goal-Based Outcomes Tool in a Child and Youth Outpatient Mental Healthcare Clinic 混合型II类随机对照试验：目标导向结果工具在儿童和青少年门诊心理健康诊所的应用 Pajer, Kathleen; Gardner, William; Sampasa-Kanyinga, Hugues; Helleman, Amanda; Sheridan, Nicole; Bijelic, Vid; Barrowman, Nick; Murphy, David; Robb, Marjorie; Currie, Lisa M.; Dunn, Leigh C.; Law, Duncan 分享 收藏
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Augmenting Mortality Prediction in Critically Ill Adults With Medication Data and Machine Learning Models 通过药物数据和机器学习模型增强危重成人死亡率预测 Murray, Brian; Zhang, Tianyi; Chen, Zhetao; Chen, Xianyan; Zhao, Bokai; Smith, Susan E.; Devlin, John W.; Murphy, David J.; Kamaleswaran, Rishikesan; Sikora, Andrea 分享 收藏
ENHANCING THE APACHE II SCORE: ADDITION OF PHARMACOPHENOTYPES TO PREDICT FLUID OVERLOAD 增强Apache II评分：添加药物表型以预测液体过载 Keats, Kelli; Deng, Shiyuan; Chen, Xianyan; Zhang, Tianyi; Devlin, John; Murphy, David; Smith, Susan; Murray, Brian; Most, Amoreena; Kamaleswaran, Rishikesan; Sikora, Andrea 分享 收藏
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MACHINE LEARNING-BASED PREDICTION OF ICU COMPLICATIONS USING MEDICATION DATA: A VALIDATION STUDY 基于机器学习的ICU并发症预测：一项验证研究（使用药物治疗数据） Smith, Susan; Zhao, Bokai; Deng, Shiyuan; Hu, Mengxuan; Zhang, Tianyi; Kong, Yanlei; Shen, Ye; Li, Sheng; Murphy, David; Murray, Brian; Kamaleswaran, Rishikesan; Chen, Xianyan; Devlin, John; Sikora, Andrea 分享 收藏
Evaluating UNet Performance in Segmenting Cysts of Diffuse Cystic Lung Disease CT Scans Noonan, Katie; Murphy, David J.; Gaffney, Brian; Sheehy, Brian; Mcveigh, Niall; Mccarthy, Nicholas; Franciosi, Alessandro N.; Ataya, Ali; Gupta, Nishant; Mccormack, Francis X.; Bonella, Francesco; Keane, Michael P.; Borie, Raphael; Lynch, David A.; Curran, Kathleen M.; Mccarthy, Cormac 分享 收藏
Youth, caregiver and healthcare professional perspectives on planning the implementation of a trauma-informed care programme: A qualitative study Stokes, Yehudis; Cloutier, Paula; Aggarwal, Dhiraj; Jacob, Jean Daniel; Hambrick, Erin; Tricco, Andrea C.; Ward, Michelle K.; Kennedy, Allison; Greenham, Stephanie; Robb, Marjorie; Sheppard, Roxanna; Murphy, David; Boggett, Jennifer; Graham, Ian D.; Lewis, Krystina B. 分享 收藏
ASSOCIATION BETWEEN MEDICATION REGIMEN COMPLEXITY AND ICU MORTALITY IN A LARGE COHORT 药物治疗方案复杂性与大型队列中ICU死亡率的关系 Newsome, Andrea Sikora; Devlin, John; Murray, Brian; Rowe, Sandra; Kamaleswaran, Rishikesan; Zhang, Tianyi; Smith, Susan; Buckley, Mitchell; Chen, Xianyan; Murphy, David 分享 收藏
UNSUPERVISED MACHINE LEARNING OF ICU MEDICATION USE PATTERNS TO PREDICT FLUID OVERLOAD 无监督机器学习预测ICU用药模式以预测液体过载 Keats, Kelli; Deng, Shiyuan; Chen, Xianyan; Zhang, Tianyi; Devlin, John; Murphy, David; Smith, Susan; Murray, Brian; Kamaleswaran, Rishikesan; Newsome, Andrea Sikora 分享 收藏
Machine learning vs. traditional regression analysis for fluid overload prediction in the ICU Sikora, Andrea; Zhang, Tianyi; Murphy, David J.; Smith, Susan E.; Murray, Brian; Kamaleswaran, Rishikesan; Chen, Xianyan; Buckley, Mitchell S.; Rowe, Sandra; Devlin, John W. 分享 收藏
Trauma-Informed Care Interventions Used in Pediatric Inpatient or Residential Treatment Mental Health Settings and Strategies to Implement Them: A Scoping Review Stokes, Yehudis; Lewis, Krystina B.; Tricco, Andrea C.; Hambrick, Erin; Jacob, Jean Daniel; Demery Varin, Melissa; Gould, Justine; Aggarwal, Dhiraj; Cloutier, Paula; Landriault, Catherine; Greenham, Stephanie; Ward, Michelle; Kennedy, Allison; Boggett, Jennifer; Sheppard, Roxanna; Murphy, David; Robb, Marjorie; Gandy, Hazen; Lavergne, Sonia; Graham, Ian D. 分享 收藏
Evaluation of medication regimen complexity as a predictor for mortality Sikora, Andrea; Devlin, John W. W.; Yu, Mengyun; Zhang, Tianyi; Chen, Xianyan; Smith, Susan E. E.; Murray, Brian; Buckley, Mitchell S. S.; Rowe, Sandra; Murphy, David J. J. 分享 收藏
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Impact of Pharmacists to Improve Patient Care in the Critically Ill: A Large Multicenter Analysis Using Meaningful Metrics With the Medication Regimen Complexity-ICU (MRC-ICU) Score* Sikora, Andrea; Ayyala, Deepak; Rech, Megan A.; Blackwell, Sarah B.; Campbell, Joshua; Caylor, Meghan M.; Condeni, Melanie Smith; DePriest, Ashley; Dzierba, Amy L.; Flannery, Alexander H.; Hamilton, Leslie A.; Heavner, Mojdeh S.; Horng, Michelle; Lam, Joseph; Liang, Edith; Montero, Jennifer; Murphy, David; Plewa-Rusiecki, Angela M.; Sacco, Alicia J.; Sacha, Gretchen L.; Shah, Poorvi; Smith, Michael P.; Smith, Zachary; Radosevich, John J.; Vilella, Antonia L. 分享 收藏
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Multisystem Inflammatory Syndrome in Adults: Case Finding Through Systematic Review of Electronic Medical Records Melgar, Michael; Haston, Julia; DeCuir, Jennifer; Cheng, Qi; Arnold, Kathryn E.; Meng, Lu; Murphy, David J.; Overton, Elizabeth; Hollberg, Julie; Tobin-D'Angelo, Melissa; Patel, Pragna; Campbell, Angela P.; Godfred-Cato, Shana; Belay, Ermias D. 分享 收藏
Evaluating Approaches to Improve Equity in Critical Care Resource Allocation in the COVID-19 Pandemic Ross-Driscoll, Katherine; Esper, Gregory; Kinlaw, Kathy; Lee, Yi-Ting Hana; Morris, Alanna A.; Murphy, David J.; Pentz, Rebecca D.; Robichaux, Chad; Vong, Gerard; Wack, Kevin; Dickert, Neal W. 分享 收藏
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