Andrea Sikora - Publications, H-index & Citations

Andrea Sikora

university of georgia

23H指数

203论文数

1.8K被引数

收录论文 52

发表时间

1568: OUTCOMES OF A MULTI-CAMPUS, MULTI-SEMESTER APPLIED CRITICAL CARE RESEARCH ELECTIVE 1568: 多校区、多学期应用性重症监护研究选修课的成果

Critical Care Medicine

IF6

2026-03-03

PREAI

Hawkins, Anthony; Foster, Jill; Bazel, Kelly; Bland, Christopher; Branan, Trisha; Sikora, Andrea; Smith, Susan

1703: AN UNSUPERVISED MACHINE LEARNING ANALYSIS OF OPTIM TO IDENTIFY WORKLOAD FACTORS RELATED TO MORTALITY 1703: 对OPTIM进行无监督机器学习分析，以识别与死亡率相关的作业负载因素

Critical Care Medicine

IF6

2026-03-03

PREAI

Sikora, Andrea; Henry, Kelli; Heavner, Mojdeh; Chen, Xianyan; Chen, Zhetao; Smith, Susan; OPTIM Investigator Team

40: SUPERVISED MACHINE LEARNING EVALUATION OF ICU PHARMACIST-TO-PATIENT RATIO: AN OPTIM ANALYSIS 40: 基于监督式机器学习的ICU药师与患者比例评估：一项OPTIM分析

Critical Care Medicine

IF6

2026-03-03

PREAI

Smith, Susan; Henry, Kelli; Heavner, Mojdeh; Chen, Xianyan; Chen, Zhetao; Sikora, Andrea; OPTIM Investigator Team

MRC-ICU SCORE VS LOCAL CLINICAL MONITORING SCORE: INTEGRATION AND COMPARISON AT A TERTIARY HOSPITAL MRC-ICU评分与本地临床监测评分：在三级医院中的整合与比较

Critical Care Medicine

IF6

2026-03-01

PREAI

Putz, Paige; Sikora, Andrea; Chase, Aaron; Lamberg, Ryan; Huiras, Paul

MACHINE LEARNING PREDICTION OF PROLONGED MECHANICAL VENTILATION 机器学习预测长期机械通气

Critical Care Medicine

IF6

2026-03-01

PREAI

Blotske, Kaitlin; Murray, Brian; Zhao, Bokai; Chen, Zhetao; Smith, Susan; Kong, Yanlei; Shen, Ye; Chen, Xianyan; Sikora, Andrea

Optimizing Pharmacist Team-Integration for ICU Patient Management (OPTIM): Recruitment and Retention Strategies to Mobilize a Professional Community 优化药师团队整合以改善ICU患者管理（OPTIM）：动员专业社区的招募与保留策略

JOURNAL OF THE AMERICAN COLLEGE OF CLINICAL PHARMACY

IF1.5

2025-12-01

OAAI

Heavner, Mojdeh S.; Henry, Kelli; Sikora, Andrea; Smith, Susan E.

Prediction of pharmacist medication interventions using medication regimen complexity 基于用药方案复杂度的药师用药干预预测

JAMIA OPEN

IF3.4

2025-12-01

OAAI

Zhao, Bokai; Shen, Ye; Devlin, John W.; Murphy, David J.; Smith, Susan E.; Murray, Brian; Rowe, Sandra; Sikora, Andrea

Large language models management of complex medication regimens: a case-based evaluation 大型语言模型对复杂用药方案的管理：基于案例的评估

Frontiers in Pharmacology

IF4.8

2025-11-24

OAAI

Aaron Chase; Amoreena Most; Shaochen Xu; Erin Barreto; Brian Murray; Kelli Henry; Susan Smith; Tanner Hedrick; Xianyan Chen; Sheng Li; Tianming Liu; Andrea Sikora

The weight debate: Ideal versus total body weight for fluid resuscitation in septic shock 体重辩论：理想体重与总体重用于脓毒性休克液体复苏的比较

AMERICAN JOURNAL OF HEALTH-SYSTEM PHARMACY

IF2.3

2025-11-01

PREAI

Bennett, Andrew; Murray, Brian; Sikora, Andrea; Reynolds, Emma; Branan, Trisha N.; Bland, Christopher M.; Hawkins, W. Anthony; Smith, Susan E.

PharmacyGPT: exploration of artificial intelligence for medication management in the intensive care unit PharmacyGPT：重症监护病房中人工智能在药物管理中的应用探索

BMC Medical Informatics and Decision Making

IF3.8

2025-10-30

OAAI

Zhengliang Liu; Shaochen Xu; Zihao Wu; Brian Murray; Erin F. Barreto; Sheng Li; Wei Liu; Xiang Li; Tianming Liu; Andrea Sikora

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

CRITICAL CARE EXPLORATIONS

IF2.7

2025-10-01

PREAI

Murray, Brian; Zhang, Tianyi; Chen, Zhetao; Chen, Xianyan; Zhao, Bokai; Smith, Susan E.; Devlin, John W.; Murphy, David J.; Kamaleswaran, Rishikesan; Sikora, Andrea

Response to Comment on Consensus Recommendations for the Integration of Critical Care Pharmacists on Intensive Care Unit Teams: Endorsed by the American Association of Critical-Care Nurses, American College of Clinical Pharmacy, American Society of Health-System Pharmacists, Institute for Safe Medication Practices, and Society of Critical Care Medicine 对关于重症监护药师纳入重症监护团队共识建议的评论的回应：获美国重症监护护士协会、美国临床药学学院、美国健康系统药师协会、安全用药实践研究所和重症监护医学学会认可。

JOURNAL OF THE AMERICAN COLLEGE OF CLINICAL PHARMACY

IF0

2025-09-01

PREAI

Heavner, Mojdeh S.; Heavner, Jason J.; Murray, Brian; Sikora, Andrea

OPTIM: A CASE STUDY OF RECRUITMENT AND RETENTION STRATEGIES TO MOBILIZE A PROFESSIONAL COMMUNITY OPTIM：一项关于动员专业社区所采用的招聘与留任策略的案例研究

CRITICAL CARE MEDICINE

IF6

2025-01-30

PREAI

Smith, Susan; Heavner, Mojdeh; Keats, Kelli; Covington, Emma; Phillips, Kara; Sikora, Andrea

AUGMENTING MORTALITY PREDICTION WITH MEDICATION DATA AND MACHINE LEARNING MODELS 利用药物数据和机器学习模型增强死亡率预测

CRITICAL CARE MEDICINE

IF6

2025-01-30

PREAI

Sikora, Andrea; Zhang, Tianyi; Chen, Xianyan; Smith, Susan; Devlin, John; Murphy, David; Kamaleswaran, Rishikesan; Murray, Brian

MULTIMODAL TREATMENT EFFECT ON HEART RATE VARIABILITY AMONG VASOACTIVE MEDICATION USE IN SEPSIS 多模式治疗对脓毒症中使用血管活性药物患者心率变异性影响

CRITICAL CARE MEDICINE

IF6

2025-01-30

PREAI

Krishnan, Preethi; Sikora, Andrea; Upadhyaya, Pulakesh; Murray, Brian; Yang, Philip; Esper, Annette; Kamaleswaran, Rishikesan

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）

CRITICAL CARE MEDICINE

IF6

2025-01-30

PREAI

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

Evaluating accuracy and reproducibility of large language model performance on critical care assessments in pharmacy education 评估药学教育中重症监护评估中大语言模型性能的准确性和可重复性

FRONTIERS IN ARTIFICIAL INTELLIGENCE

IF4.7

2025-01-09

OAAI

Yang, Huibo; Hu, Mengxuan; Most, Amoreena; Hawkins, W. Anthony; Murray, Brian; Smith, Susan E.; Li, Sheng; Sikora, Andrea

Secondary Analysis of Fluids and Catheters Treatment Trial (FACTT) data reveal poor clinical outcomes in acute respiratory distress syndrome patients with diabetes

RESPIRATORY MEDICINE

IF3.1

2024-03-01

PREAI

Alanazi, Abdulaziz H.; Almuntashiri, Sultan; Sikora, Andrea; Zhang, Duo; Somanath, Payaningal R.

Improving mixed-integer temporal modeling by generating synthetic data using conditional generative adversarial networks: A case study of fluid overload prediction in the intensive care unit

COMPUTERS IN BIOLOGY AND MEDICINE

IF6.3

2024-01-01

OAAI

Rafiei, Alireza; Rad, Milad Ghiasi; Sikora, Andrea; Kamaleswaran, Rishikesan

Translating Clinical Decision-Making Skills From a Critical Care Pharmacy Elective to the Required Curriculum

AMERICAN JOURNAL OF PHARMACEUTICAL EDUCATION

IF3.5

2024-01-01

OAAI

Branan, Trisha N.; Hawkins, W. Anthony; Palmer, Russ; Sikora, Andrea; Huntt, Kendall; Phillips, Beth B.; Clemmons, Amber B.; Bland, Christopher M.; Smith, Susan E.

研究方向