Search Results - "Aparasu, R"

Application of machine learning in predicting hospital readmissions: a scoping review of the literature by Huang, Yinan, Talwar, Ashna, Chatterjee, Satabdi, Aparasu, Rajender R

“…Advances in machine learning (ML) provide great opportunities in the prediction of hospital readmission. This review synthesizes the literature on ML methods…”
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Application of machine learning in predicting survival outcomes involving real-world data: a scoping review by Huang, Yinan, Li, Jieni, Li, Mai, Aparasu, Rajender R

“…Background Despite the interest in machine learning (ML) algorithms for analyzing real-world data (RWD) in healthcare, the use of ML in predicting…”
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Outpatient opioid prescribing by Alzheimer's diagnosis among older adults with pain in United States by Huang, Yinan, Aparasu, Rajender R, Varisco, Tyler J

“…To examine opioid prescribing practices for pain in older adults with and without Alzheimer's Disease and Related Dementias (ADRD). This cross-sectional study…”
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Machine learning methods to predict 30-day hospital readmission outcome among US adults with pneumonia: analysis of the national readmission database by Huang, Yinan, Talwar, Ashna, Lin, Ying, Aparasu, Rajender R

“…Background Hospital readmissions for pneumonia are a growing concern in the US, with significant consequences for costs and quality of care. This study…”
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Anticholinergic Medication Use and Risk of Pneumonia in Elderly Adults: A Nested Case-Control Study by Chatterjee, Satabdi, Carnahan, Ryan M., Chen, Hua, Holmes, Holly M., Johnson, Michael L., Aparasu, Rajender R.

“…Objectives To examine the risk of community‐acquired pneumonia (CAP) associated with the use of anticholinergic medications in elderly adults. Design Nested…”
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Citicoline and COVID-19-Related Cognitive and Other Neurologic Complications by Turana, Yuda, Nathaniel, Michael, Shen, Robert, Ali, Soegianto, Aparasu, Rajender R

“…With growing concerns about COVID-19's hyperinflammatory condition and its potentially damaging impact on the neurovascular system, there is a need to consider…”
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Pain management practices for outpatients with breast cancer by Talwar, Ashna, Rege, Sanika, Aparasu, Rajender R.

“…ObjectivesPain is a significant problem in patients with breast cancer. Limited data exist regarding the nature and extent of pain management in women with…”
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Assessing treatment switch among patients with multiple sclerosis: A machine learning approach by Li, Jieni, Huang, Yinan, Hutton, George J., Aparasu, Rajender R.

“…Patients with multiple sclerosis (MS) frequently switch their Disease-Modifying Agents (DMA) for effectiveness and safety concerns. This study aimed to develop…”
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Utilization Patterns of Lipid-Lowering Medications In High Risk Diabetic Patients by Vadhariya, A, Aparasu, R

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Inappropriate prescribing for the elderly: beers criteria-based review by Aparasu, RR, Mort, , JR

“…OBJECTIVE: To review currently available literature applying the Beers criteria for inappropriate medication use in the elderly to prescribing practices in…”
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Performance of advanced machine learning algorithms overlogistic regression in predicting hospital readmissions: A meta-analysis by Talwar, Ashna, Lopez-Olivo, Maria A., Huang, Yinan, Ying, Lin, Aparasu, Rajender R.

“…Machine learning algorithms are being increasingly used for predicting hospital readmissions. This meta-analysis evaluated the performance of logistic…”
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Factors influencing prescribing the first add-on disease-modifying antirheumatic drugs in patients initiating methotrexate for rheumatoid arthritis by Huang, Yinan, Chatterjee, Satabdi, Agarwal, Sandeep K., Chen, Hua, Johnson, Michael L., Aparasu, Rajender R.

“…Advances in Disease-Modifying Antirheumatic Drugs (DMARDs) have expanded the treatment landscape for Rheumatoid Arthritis (RA). Guidelines recommend adding…”
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Risk of Death in Dual-eligible Nursing Home Residents Using Typical or Atypical Antipsychotic Agents by Aparasu, Rajender R., Chatterjee, Satabdi, Mehta, Sandhya, Chen, Hua

“…Background: Antipsychotic use among dual-eligible nursing home residents is a concern for cost and safety considerations. Objective: To examine the comparative…”
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Psychotropic Prescription Use by Community-Dwelling Elderly in the United States by Aparasu, Rajender R., Mort, Jane R., Brandt, Heather

“…OBJECTIVES: To examine psychotropic prescription use in community‐dwelling elderly in the United States and its association with predisposing, enabling, and…”
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Risk of Hospitalization and Use of First- Versus Second-Generation Antipsychotics Among Nursing Home Residents by Aparasu, Rajender R, Chatterjee, Satabdi, Chen, Hua

“…ObjectiveThe study compared the risk of all-cause hospitalization associated with use of first- versus second-generation antipsychotics among elderly nursing…”
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Prevalence and Determinants of Anticholinergic Medication Use in Elderly Dementia Patients by Sura, Sneha D., Carnahan, Ryan M., Chen, Hua, Aparasu, Rajender R.

“…Background People with dementia are sensitive to cognitive side effects of anticholinergic drugs. However, little is known about the prevalence of…”
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Anticholinergic Medication Use and Risk of Dementia Among Elderly Nursing Home Residents with Depression by Chatterjee, Satabdi, M.S., PhD, Bali, Vishal, M.S, PhD, Carnahan, Ryan M., Pharm.D, Johnson, Michael L., Ph.D, Chen, Hua, Ph.D, Aparasu, Rajender R., Ph.D

“…Objective To examine the risk of dementia with anticholinergic use among elderly nursing home residents with depression. Design Population-based nested…”
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Comparative Adherence Trajectories of Oral Fingolimod and Injectable Disease Modifying Agents in Multiple Sclerosis by Earla, Jagadeswara R, Hutton, George J, Thornton, J Douglas, Chen, Hua, Johnson, Michael L, Aparasu, Rajender R

“…Oral fingolimod is convenient to use than injectable disease modifying agents (DMAs) in patients with multiple sclerosis (MS). However, the existing literature…”
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COMPARING HOSPITAL PERFORMANCE FOR IN-HOSPITAL MORTALITY IN PNEUMONIA PATIENTS USING TRADITIONAL LOGISTIC REGRESSION AND MULTILEVEL MODELING APPROACH by Sura, S.D, Bhansali, A, Wang, X, Johnson, M.L, Aparasu, R

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Comparative Effectiveness Of Angiotensin Converting Enzyme Inhibitors And Angiotensin Ii Receptor Blockers In Heart Failure by Sharma, M, Johnson, M.L, Chen, H, Aparasu, R

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