scholarly journals PALM: Patient-centered Treatment Ranking via Large-scale Multivariate Network Meta-analysis

2020 ◽  
Author(s):  
Rui Duan ◽  
Jiayi Tong ◽  
Lifeng Lin ◽  
Lisa D Levine ◽  
Mary D Sammel ◽  
...  
Keyword(s):  
Large Scale ◽  
Clinical Decision Making ◽  
Controlled Trial ◽  
Meta Analysis ◽  
Treatment Options ◽  
Clinical Decision ◽  
Multiple Outcomes ◽  
Patient Centered ◽  
Joint Inference ◽  
Treatment Comparisons

AbstractThe growing number of available treatment options have led to urgent needs for reliable answers when choosing the best course of treatment for a patient. As it is often infeasible to compare a large number of treatments in a single randomized controlled trial, multivariate network meta-analyses (NMAs) are used to synthesize evidence from existing trials of a subset of the available treatments, where outcomes related to both efficacy and safety are considered simultaneously. However, these large-scale multiple-outcome NMAs have created challenges to existing methods due to the increasingly complexity of the unknown correlation structures between different outcomes and treatment comparisons. In this paper, we proposed a new framework for PAtient-centered treatment ranking via Large-scale Multivariate network meta-analysis, termed as PALM, which includes a parsimonious modeling approach, a fast algorithm for parameter estimation and inference, a novel visualization tool for comparing treatments with multivariate outcomes termed as the star plot, as well as personalized treatment ranking procedures taking into account the individual’s considerations on multiple outcomes. In application to an NMA that compares 14 treatment options for labor induction over five modalities, we provided a comprehensive illustration of the proposed framework and demonstrated its computational efficiency and practicality. Our analysis leads to new insights on comparing these 14 treatment options based on joint inference of multiple outcomes that cannot be obtained from univariate NMAs, and novel visualizations of evidence to support patient-centered clinical decision making.

Integrative Nursing Management of Anxiety

2018 ◽  
pp. 221-239
Author(s):  
Pamela Lusk ◽  
Michelle Kahn-John
Keyword(s):  
Symptom Management ◽  
Clinical Decision Making ◽  
Treatment Plan ◽  
Treatment Options ◽  
Management Strategies ◽  
Clinical Decision ◽  
Nursing Management ◽  
Emotional Wellbeing ◽  
Patient Centered

Anxiety is a sense of perceived threat to one’s physical safety or emotional wellbeing, and symptoms are experienced in body, mind, and spirit. This chapter focuses on anxiety as a normal reaction to stressors—external, internal, or existential. Everyone experiences anxiety, both trait anxiety and state anxiety at multiple points in their lives; however, prolonged and severe symptoms of anxiety can evolve into a clinical form of anxiety, such as generalized anxiety disorder, panic disorder, or posttraumatic stress disorder. This chapter reviews assessment of anxiety, including evidence-based screening measures and the patient-centered interview. Symptom identification and management incorporating integrative nursing principles are presented, including patient self-management strategies as well as provider-directed treatment options. In clinical decision-making for anxiety symptom management, concordance with the patient in establishing a treatment plan is emphasized. A case study highlights a patient-centered and culturally sensitive approach to the management of anxiety.

scholarly journals Modified Chaihu Shugan Powder for Functional Dyspepsia: Meta-Analysis for Randomized Controlled Trial

2013 ◽  
Vol 2013 ◽  
pp. 1-10 ◽  
Author(s):  
Nan Yang ◽  
Xuehua Jiang ◽  
Xuelan Qiu ◽  
Zhiqiang Hu ◽  
Ling Wang ◽  
...  
Keyword(s):  
Functional Dyspepsia ◽  
Large Scale ◽  
Controlled Trial ◽  
Meta Analysis ◽  
Treatment Options ◽  
Serious Adverse Events ◽  
Prokinetic Drugs ◽  
Randomized Controlled ◽  
Chinese Herbal ◽  
Unpublished Studies

Context. Modified Chaihu Shugan powder (MCSP) is a popular traditional Chinese herbal formula for functional dyspepsia, which is revised from Chaihu Shugan San and recorded in a medical classic works of China. However, its role and effect in treating functional dyspepsia have not been well established.Objective. To assess the effect and safety of modified Chaihu Shugan powder for functional dyspepsia.Methods. We searched the published and unpublished studies up to August 2012. Only RCTs of modified Chaihu Shugan powder with or without prokinetic drugs versus prokinetic drugs in the patients diagnosed with functional dyspepsia were included.Results. Twenty-two clinical trials involving 1998 participants were included. There were evidences that modified Chaihu Shugan powder (RR = 1.20, 95%, CI 1.14 to 1.27) and modified Chaihu Shugan powder plus prokinetic drugs (RR = 1.18, 95%, CI 1.11 to 1.25) were significantly better treatment options than prokinetic drugs alone in improving symptoms. No serious adverse events were described in the included trials.Conclusions. This meta-analysis showed that modified Chaihu Shugan powder alone or in combination with prokinetic drugs might be more effective than prokinetic drugs alone. However, with poor methodological quality, all the included trials were at high risk of bias. Further large-scale high-quality trials are required for assessment.

scholarly journals Side effects of acetazolamide: a systematic review and meta-analysis assessing overall risk and dose dependence

2020 ◽  
Vol 7 (1) ◽  
pp. e000557 ◽  
Author(s):  
Christopher N Schmickl ◽  
Robert L Owens ◽  
Jeremy E Orr ◽  
Bradley A Edwards ◽  
Atul Malhotra
Keyword(s):  
Side Effects ◽  
Clinical Decision Making ◽  
Controlled Trial ◽  
Meta Analysis ◽  
Clinical Decision ◽  
Dose Dependence ◽  
Total Daily Dose ◽  
Effect Estimate ◽  
Moderate Quality ◽  
Meta Analyses

IntroductionAcetazolamide (AZM) is used for various conditions (eg, altitude sickness, sleep apnoea, glaucoma), but therapy is often limited by its side effect profile. Our objective was to estimate the risk of commonly reported side effects based on meta-analyses. We hypothesised that these risks are dose-dependent.MethodsWe queried MEDLINE/EMBASE (Medical Literature Analysis and Retrieval System Online/Excerpta Medica dataBASE) up until 04/10/2019, including any randomised placebo-controlled trial in which adults received oral AZM versus placebo reporting side effects. Eligibility assessment was performed by two independent reviewers. Data were abstracted by one reviewer who verified key entries at a second time point. For side effects reported by >3 studies a pooled effect estimate was calculated, and heterogeneity assessed via I2; for outcomes reported by >5 studies effect modification by total daily dose (EMbyTDD; <400 mg/d, 400–600 mg/d, >600 mg/d) was assessed via meta-regression. For pre-specified, primary outcomes (paraesthesias, taste disturbances, polyuria and fatigue) additional subgroup analyses were performed using demographics, intervention details, laboratory changes and risk of bias.ResultsWe included 42 studies in the meta-analyses (Nsubjects=1274/1211 in AZM/placebo groups). AZM increased the risk of all primary outcomes (p<0.01, I2 ≤16% and low-to-moderate quality of evidence for all)—the numbers needed to harm (95% CI; nStudies) for each were: paraesthesias 2.3 (95% CI 2 to 2.7; n=39), dysgeusia 18 (95% CI 10 to 38, n=22), polyuria 17 (95% CI 9 to 49; n=22), fatigue 11 (95% CI 6 to 24; n=14). The risk for paraesthesias (beta=1.8 (95% CI 1.1 to 2.9); PEMbyTDD=0.01) and dysgeusia (beta=3.1 (95% CI 1.2 to 8.2); PEMbyTDD=0.02) increased with higher AZM doses; the risk of fatigue also increased with higher dose but non-significantly (beta=2.6 (95% CI 0.7 to 9.4); PEMbyTDD=0.14).DiscussionThis comprehensive meta-analysis of low-to-moderate quality evidence defines risk of common AZM side effects and corroborates dose dependence of some side effects. These results may inform clinical decision making and support efforts to establish the lowest effective dose of AZM for various conditions.

Management of thoracic aortic lesions - the future is endovascular

VASA ◽  
2012 ◽  
Vol 41 (3) ◽  
pp. 163-176 ◽  
Author(s):  
Weidenhagen ◽  
Bombien ◽  
Meimarakis ◽  
Geisler ◽  
A. Koeppel
Keyword(s):  
Thoracic Aorta ◽  
Clinical Decision Making ◽  
Treatment Options ◽  
Clinical Decision ◽  
Clinical Results ◽  
Treatment Modalities ◽  
Traumatic Rupture ◽  
Descending Thoracic Aorta ◽  
New Treatment ◽  
Aneurysm Dissection

Open surgical repair of lesions of the descending thoracic aorta, such as aneurysm, dissection and traumatic rupture, has been the “state-of-the-art” treatment for many decades. However, in specialized cardiovascular centers, thoracic endovascular aortic repair and hybrid aortic procedures have been implemented as novel treatment options. The current clinical results show that these procedures can be performed with low morbidity and mortality rates. However, due to a lack of randomized trials, the level of reliability of these new treatment modalities remains a matter of discussion. Clinical decision-making is generally based on the experience of the vascular center as well as on individual factors, such as life expectancy, comorbidity, aneurysm aetiology, aortic diameter and morphology. This article will review and discuss recent publications of open surgical, hybrid thoracic aortic (in case of aortic arch involvement) and endovascular repair in complex pathologies of the descending thoracic aorta.

scholarly journals Clinician checklist for assessing suitability of machine learning applications in healthcare

2021 ◽  
Vol 28 (1) ◽  
pp. e100251
Author(s):  
Ian Scott ◽  
Stacey Carter ◽  
Enrico Coiera
Keyword(s):  
Machine Learning ◽  
Large Scale ◽  
Clinical Decision Making ◽  
Improve Patient Care ◽  
Clinical Decision ◽  
Routine Care ◽  
Machine Learning Algorithms ◽  
Clinical Settings ◽  
Machine Learning Applications ◽  
Key Issues

Machine learning algorithms are being used to screen and diagnose disease, prognosticate and predict therapeutic responses. Hundreds of new algorithms are being developed, but whether they improve clinical decision making and patient outcomes remains uncertain. If clinicians are to use algorithms, they need to be reassured that key issues relating to their validity, utility, feasibility, safety and ethical use have been addressed. We propose a checklist of 10 questions that clinicians can ask of those advocating for the use of a particular algorithm, but which do not expect clinicians, as non-experts, to demonstrate mastery over what can be highly complex statistical and computational concepts. The questions are: (1) What is the purpose and context of the algorithm? (2) How good were the data used to train the algorithm? (3) Were there sufficient data to train the algorithm? (4) How well does the algorithm perform? (5) Is the algorithm transferable to new clinical settings? (6) Are the outputs of the algorithm clinically intelligible? (7) How will this algorithm fit into and complement current workflows? (8) Has use of the algorithm been shown to improve patient care and outcomes? (9) Could the algorithm cause patient harm? and (10) Does use of the algorithm raise ethical, legal or social concerns? We provide examples where an algorithm may raise concerns and apply the checklist to a recent review of diagnostic imaging applications. This checklist aims to assist clinicians in assessing algorithm readiness for routine care and identify situations where further refinement and evaluation is required prior to large-scale use.

Consent, Refusal, and Waivers in Patient-Centered Dysphagia Care: Using Law, Ethics, and Evidence to Guide Clinical Practice

2016 ◽  
Vol 25 (4) ◽  
pp. 453-469 ◽  
Author(s):  
Jennifer Horner ◽  
Maria Modayil ◽  
Laura Roche Chapman ◽  
An Dinh
Keyword(s):  
Health Care ◽  
Public Policy ◽  
Clinical Practice ◽  
Health Care Providers ◽  
Clinical Decision Making ◽  
Clinical Decision ◽  
Care Providers ◽  
Patient Centered ◽  
Legal Advice ◽  
Medical Context

PurposeWhen patients refuse medical or rehabilitation procedures, waivers of liability have been used to bar future lawsuits. The purpose of this tutorial is to review the myriad issues surrounding consent, refusal, and waivers. The larger goal is to invigorate clinical practice by providing clinicians with knowledge of ethics and law. This tutorial is for educational purposes only and does not constitute legal advice.MethodThe authors use a hypothetical case of a “noncompliant” individual under the care of an interdisciplinary neurorehabilitation team to illuminate the ethical and legal features of the patient–practitioner relationship; the elements of clinical decision-making capacity; the duty of disclosure and the right of informed consent or informed refusal; and the relationship among noncompliance, defensive practices, and iatrogenic harm. We explore the legal question of whether waivers of liability in the medical context are enforceable or unenforceable as a matter of public policy.ConclusionsSpeech-language pathologists, among other health care providers, have fiduciary and other ethical and legal obligations to patients. Because waivers try to shift liability for substandard care from health care providers to patients, courts usually find waivers of liability in the medical context unenforceable as a matter of public policy.

scholarly journals Shared clinical decision-making experiences in nursing: a qualitative study

BMC Nursing ◽  
2021 ◽  
Vol 20 (1) ◽  
Author(s):  
Fen-Fang Chung ◽  
Pao-Yu Wang ◽  
Shu-Chuan Lin ◽  
Yu-Hsia Lee ◽  
Hon-Yen Wu ◽  
...  
Keyword(s):  
Decision Making ◽  
Nursing Education ◽  
Nursing Staff ◽  
Information Exchange ◽  
Clinical Decision Making ◽  
Medical Center ◽  
Clinical Decision ◽  
Sociocultural Factors ◽  
Patient Centered ◽  
Clinical Nursing

Abstract Background Shared decision making (SDM) is a patient-centered nursing concept that emphasizes the autonomy of patients. SDM is a co-operative process that involves information exchange and communication between medical staff and patients for making treatment decisions. In this study, we explored the experiences of clinical nursing staff participating in SDM. Methods This study adopted a qualitative research design. Semistructured interviews were conducted with 21 nurses at a medical center in northern Taiwan. All interview recordings were transcribed verbatim. Content analysis was performed to analyze the data. Results The findings yielded the following three themes covering seven categories: knowledge regarding SDM, trigger discussion and coordination, and respect of sociocultural factors. Conclusions The results of this study describe the experiences of clinical nursing staff participating in SDM and can be used as a reference for nursing education and nursing administrative supervisors wishing to plan and enhance professional nursing SDM in nursing education.

Abstract P111: Comparative Efficacy Of Bisoprolol Compared To Other Selective Beta-1 Blockers In Patients With Hypertension - A Systematic Review And Meta-analysis Of Observational Studies

Hypertension ◽  
2021 ◽  
Vol 78 (Suppl_1) ◽  
Author(s):  
Uday M Jadhav ◽  
Tiny Nair ◽  
SANDEEP BANSAL ◽  
Saumitra Ray
Keyword(s):  
Lipid Profile ◽  
Observational Studies ◽  
Clinical Decision Making ◽  
Meta Analysis ◽  
Hdl Cholesterol ◽  
Clinical Decision ◽  
Cochrane Library ◽  
Favourable Effect ◽  
Pooled Data ◽  
Cholesterol Levels

Introduction: Selective beta-1 blockers (s-BBs) are used in the management of hypertension (HT) in specific subsets. Studies comparing the potency of blood pressure (BP) lowering with different s-BBs are sparse. The objective of this meta-analysis was to evaluate the efficacy of bisoprolol compared to other s-BBs (Atenolol, Betaxolol, Esmolol, Acebutolol, Metoprolol, Nebivolol) in HT patients by examining their effect on BP, heart rate (HR) and metabolic derangements, by examining the evidences reported in observational studies. Methods: Electronic databases like PubMed, EMBASE, Cochrane Library, Clinicaltrials.gov, Surveillance, Epidemiology and End Results Program and 12 PV databases were systematically searched from inception to October 2019. Observational studies that compared bisoprolol with other s-BBs in patients with HT were evaluated in accordance with the PRISMA guidelines. Pooled data were calculated using random-effects model for meta-analysis in terms of mean difference (MD) and 95% confidence interval (95% CI) for each outcome. Outcomes of interest were BP, HR and lipid profile. Results: Four observational studies which compared bisoprolol with other s-BBs (nebivolol and atenolol) were included in this meta-analysis. Significant reduction was observed in office diastolic BP [MD: -1.70; 95% CI: -2.68,-0.72; P <0.01] among arterial HT patients treated with bisoprolol for 26 weeks (w) compared to those treated with other s-BBs. HT patients treated with bisoprolol for 26 w showed significant reduction in HR [MD: -2.20; 95% CI: -3.57,-0.65; P <0.01] and office HR [MD: -2.55; 95% CI: -3.57,-1.53; P <0.01] than other s-BBs. HDL cholesterol levels increased significantly in essential HT patients treated with bisoprolol at 26 w [MD: 7.17; 95% CI: 1.90,12.45; P <0.01], 78 w [MD: 11.70; 95% CI: 4.49,18.91; P <0.01] and 104 w [MD: 10.20, 95% CI: 4.49,18.91; P <0.01] compared to other s-BBs. Conclusion: Our results suggests that bisoprolol is superior to other s-BBs in reducing BP and HR. Bisoprolol also had a favourable effect on lipid profile shown by increase in HDL cholesterol. This meta-analysis emphasizes the efficacy of bisoprolol over other s-BBs, which aids clinical decision making in treatment of patients with HT.

A meta-analysis of confidence and judgment accuracy in clinical decision making.

2015 ◽  
Vol 62 (4) ◽  
pp. 553-567 ◽  
Author(s):  
Deborah J. Miller ◽  
Elliot S. Spengler ◽  
Paul M. Spengler
Keyword(s):  
Decision Making ◽  
Clinical Decision Making ◽  
Meta Analysis ◽  
Clinical Decision ◽  
Judgment Accuracy

Aortoiliac Reconstruction

2017 ◽  
Author(s):  
Mark K. Eskandari ◽  
Michael J Nooromid
Keyword(s):  
Clinical Decision Making ◽  
Preoperative Evaluation ◽  
Treatment Options ◽  
Surgical Techniques ◽  
Clinical Decision ◽  
Occlusive Disease ◽  
Aortobifemoral Bypass ◽  
Aortoiliac Occlusive Disease ◽  
Atherosclerotic Occlusive Disease ◽  
Aortoiliac Reconstruction

This review outlines the preoperative evaluation, clinical decision making, and surgical treatment options for patients with aortoiliac occlusive disease. It also details the open surgical techniques for the treatment of aortoiliac occlusive disease and reviews endovascular treatment options. The discussion of treatment options includes the potential complications and expected outcomes, as well as steps that can be taken to optimize surgical results. Key words: aortobifemoral bypass, aortoiliac reconstruction, atherosclerotic occlusive disease, endovascular reconstruction, femoral endarterectomy, iliac angioplasty, iliac stenting, peripheral vascular disease 

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