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Nevin Manimala Statistics

Tear Trough Filler Techniques Utilizing Hyaluronic Acid: A Systematic Review

Plast Reconstr Surg. 2022 Mar 9. doi: 10.1097/PRS.0000000000008990. Online ahead of print.

ABSTRACT

BACKGROUND: Hyaluronic acid soft-tissue augmentation fillers are commonly injected into multiple areas of the face, including the tear trough. Despite well-documented risks, there is no standardized, evidence-based approach to inject filler in this area, be it using a hypodermic needle or a microcannula. The authors, therefore, sought to establish a preference between the two methods to facilitate progression toward standardization and prevention of adverse events.

METHODS: This is a systematic review of articles discussing hyaluronic acid tear trough injection techniques performed in vivo and related outcomes. Searches were conducted across The Cochrane Library, PubMed, Scopus, Web of Science, and Embase to yield relevant articles published before February of 2020. All selected articles incorporated discrete patient cases and were analyzed by a variety of variables assessing evidence strength, outcomes, technique, and patient safety.

RESULTS: After appraisal, 42 articles met eligibility criteria: 20 using needles, 12 using cannulas, and 10 focusing on adverse events. Level III was the most commonly afforded evidence grade, corresponding to retrospective, nonexperimental descriptive studies. There were no statistically significant differences in reported aesthetic results, patient satisfaction, or incidence of adverse events across the needle-based and cannula-based articles. Some technique trends, such as targeted anatomical plane and needle position, emerged in subsequent articles.

CONCLUSION: Given that there were no statistically significant differences in patient safety or outcomes, an evidence-based preference for needle or cannula injection into the tear trough cannot be made at this time. Current inconsistencies make tear trough injection procedures difficult to replicate, making standardization based on avoidance of adverse events not feasible.

PMID:35259144 | DOI:10.1097/PRS.0000000000008990

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Nevin Manimala Statistics

Outcomes of Combined Liposuction/Laser Skin Tightening versus Open Suction-Assisted Brachioplasty in Moderate Arm Ptosis

Plast Reconstr Surg. 2022 Mar 9. doi: 10.1097/PRS.0000000000009058. Online ahead of print.

ABSTRACT

BACKGROUND: Only a few studies have directly compared outcomes of different arm contouring techniques across matched cohorts of patients. In this study, the authors present preliminary data comparing outcomes of conventional open suction-assisted brachioplasty (using the Pascal and Le Louarn procedure) versus combined liposuction/laser skin tightening in (grade 2b arm ptosis per El Khatib classification).

METHODS: Thirty patients (60 arms) (28 women, two men) with moderate brachial ptosis (severe upper arm adiposity and a moderate degree of skin laxity) (grade 2b arm ptosis per El Khatib classification) were included. Objective and subjective measures were used in the assessment of results.

RESULTS: There were no statistically significant differences in objective measurements (arm circumference reduction ratio and percentage of ptosis elimination) between the groups. Patient satisfaction scores were higher with liposuction/laser skin tightening and found to be statistically significant (p < 0.05). Patients in this latter cohort reported less pain and earlier return to work (mean less than a week) (p < 0.05). Four patients complained of residual ptosis in each group.

CONCLUSIONS: Liposuction/laser skin tightening is a safe and effective alternative to open suction-assisted brachioplasty (using the Pascal and Le Louarn technique) in patients with severe arm adiposity and moderate brachial ptosis (grade 2b arm ptosis as described by El Khatib classification). Proper patient selection remains critical for the success of this treatment strategy and requires precise clinical analysis as described.

CLINICAL QUESTION/LEVEL OF EVIDENCE: Therapeutic, II.

PMID:35259140 | DOI:10.1097/PRS.0000000000009058

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Nevin Manimala Statistics

Domain Neural Adaptation

IEEE Trans Neural Netw Learn Syst. 2022 Mar 8;PP. doi: 10.1109/TNNLS.2022.3151683. Online ahead of print.

ABSTRACT

Domain adaptation is concerned with the problem of generalizing a classification model to a target domain with little or no labeled data, by leveraging the abundant labeled data from a related source domain. The source and target domains possess different joint probability distributions, making it challenging for model generalization. In this article, we introduce domain neural adaptation (DNA): an approach that exploits nonlinear deep neural network to 1) match the source and target joint distributions in the network activation space and 2) learn the classifier in an end-to-end manner. Specifically, we employ the relative chi-square divergence to compare the two joint distributions, and show that the divergence can be estimated via seeking the maximal value of a quadratic functional over the reproducing kernel hilbert space. The analytic solution to this maximization problem enables us to explicitly express the divergence estimate as a function of the neural network mapping. We optimize the network parameters to minimize the estimated joint distribution divergence and the classification loss, yielding a classification model that generalizes well to the target domain. Empirical results on several visual datasets demonstrate that our solution is statistically better than its competitors.

PMID:35259116 | DOI:10.1109/TNNLS.2022.3151683

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Nevin Manimala Statistics

Reciprocal GAN through Characteristic Functions (RCF-GAN)

IEEE Trans Pattern Anal Mach Intell. 2022 Mar 8;PP. doi: 10.1109/TPAMI.2022.3157444. Online ahead of print.

ABSTRACT

The integral probability metric (IPM) equips generative adversarial nets (GANs) with the necessary theoretical support for comparing statistical moments in an embedded domain of the critic, while stabilising their training and mitigating the mode collapse issues. For enhanced intuition and physical insight, we introduce a generalisation of IPM-GANs which operates by directly comparing probability distributions rather than their moments. This is achieved through characteristic functions (CFs), a powerful tool that uniquely comprises all information about any general distribution. For rigour, we first theoretically prove the ability of the CF loss to compare probability distributions, and proceed to establish the physical meaning of the phase and amplitude of CFs. An optimal sampling strategy is then developed to calculate the CFs, and an equivalence between the embedded and data domains is proved under the reciprocal theory. This makes it possible to seamlessly combine IPM-GAN with an auto-encoder structure by an advanced anchor architecture, which adversarially learns a semantic low-dimensional manifold for both generation and reconstruction. This efficient reciprocal CF GAN (RCF-GAN) structure, uses only two modules and a simple training strategy to achieve the state-of-the-art bi-directional generation. Experiments demonstrate the superior performance of RCF-GAN on both regular (images) and irregular (graph) domains.

PMID:35259097 | DOI:10.1109/TPAMI.2022.3157444

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Nevin Manimala Statistics

Time Delay Affects Thermal Discrimination

IEEE Trans Haptics. 2022 Mar 8;PP. doi: 10.1109/TOH.2022.3156122. Online ahead of print.

ABSTRACT

Time order errors have been investigated in several fields, and the time delay between subsequent stimuli in discrimination tasks is one example of such errors. However, the effect of these types of errors in thermal discrimination tasks is understudied. To evaluate the effect of inter-stimulus interval (ISI) on thermal perception, we used a discrimination task with a staircase method between two non-zero thermal stimuli. We found that JND ISI=0s was 3.10 and increased by 11.9% and 21.2% at JND ISI=3s and JND ISI=9s, respectively. Statistical analysis revealed that ISI was a statistically significant effect (p < 0.05) on thermal perception in our task. Future studies on thermal perception should keep the ISI consistent and report the time.

PMID:35259114 | DOI:10.1109/TOH.2022.3156122

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Nevin Manimala Statistics

Remote-delivered services during COVID-19: A mixed-methods survey of college counseling center clinicians

J Am Coll Health. 2022 Mar 8:1-9. doi: 10.1080/07448481.2022.2038178. Online ahead of print.

ABSTRACT

OBJECTIVE: The COVID-19 pandemic has drastically increased use of remote-delivered mental health services. This study identifies advantages and limitations of remote-delivered services on college campuses to inform mental health delivery post-pandemic. Methods: Clinicians (n = 30) were asked to evaluate COVID-19’s impact on their work, environment, and wellness in an online survey. Qualitative data was coded using a thematic analysis approach, while quantitative data was analyzed using descriptive statistics. Results: Many clinicians reported benefits of remote services, including increased accessibility, greater convenience, no change in therapeutic alliance, and decreased stress for clinicians. Clinicians also experienced challenges such as social isolation, technological difficulties, and personal/family concerns. Clinicians envisioned a hybrid service combining online and in-person activities post-pandemic. Conclusions: Overall, remote-delivered mental health services on college campuses have potential in increasing treatment quality while highlighting a necessity for further research in hybrid mental health delivery.

Supplemental data for this article can be accessed online at https://doi.org/10.1080/07448481.2022.2038178 .

PMID:35259062 | DOI:10.1080/07448481.2022.2038178

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Nevin Manimala Statistics

Exposure to alcohol promotions on web-based media, sex and college risky drinking

J Am Coll Health. 2022 Mar 8:1-5. doi: 10.1080/07448481.2022.2039158. Online ahead of print.

ABSTRACT

Objective: Internet and development of digital media as a tool for online promotions provides avenues for early recruitment of college students into risky drinking. The objective of the study was to examine prevalence of alcohol promotions on web-based media and its possible effects on alcohol drinking by sex among college students in Kenya. Participants and Methods: A sample of 836 out of 1354 (61.7%) second and final year students in the school of education of a public urban university in Kenya participated in this online cross-sectional survey using awareness of online alcohol marketing and TWEAK questionnaires. Results: Facebook attracted most alcohol post per day (χ=3.6) and other apps collectively had least alcohol post per day (χ=0.8). Spearman’s correlation show significant association between online alcohol promotions and risky drinking (0.37; p < 0.001). At the overall level of exposure to online alcohol promotions on web-based media and risky drinking, we perceived a statistical significance difference (p < 0.001) in favor of male respondents. The regression model was successful in explaining approximately 56% of the adjusted variance in risky drinking habits. Conclusion: This significant level presence of online liquor promotions suggest that the youth had fairly open access to the mixed beverage creator’s items through web-based media stages which could impact youth to take part in early liquor drinking propensity. There was substantial presence of online alcohol promotions via web-based media scene that was related to risky drinking. Lastly, sex and online alcohol promotions could contribute to risky drinking among college students in Kenya.

PMID:35259070 | DOI:10.1080/07448481.2022.2039158

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Nevin Manimala Statistics

The impact of occlusion therapy and predictors on amblyopia dose-response relationship

Strabismus. 2022 Mar 8:1-12. doi: 10.1080/09273972.2022.2046114. Online ahead of print.

ABSTRACT

This study aimed to calculate the dose-response relationship and predictors of visual acuity (VA) improvement following occlusion therapy at the IWK Health Center Eye Clinic and to add to amblyopia therapy dose-response relationship literature. A retrospective chart review was performed, considering patients who reached an occlusion therapy outcome at the IWK Eye Clinic between 2012 and 2019. The treatment outcome was defined as equal VA or stable VA for three consecutive clinical visits despite reported compliance. Subjective patching hours from parental reports, not prescribed hours, were used for statistical analyses. One hundred and thirty-four patients (66 females and 68 males) ages 2-11 years were included. Results showed a dose-response relationship of 224 hours/0.1logMAR increase in VA and total dose of 1344 hours for full-time occlusion and 504 hours for part-time occlusion was required to reach outcome VA. The fastest VA improvement occurred with younger age at treatment initiation, during the first 4 weeks of treatment, and in patients with strabismic and/or severe amblyopia. Classification of amblyopia, age, VA chart, initial distance VA (amblyopic eye), and treatment dose predicted the hour dose-response relationship. Dose-response relationship was faster in younger participants, in participants with strabismic and severe amblyopia, and during the first month of occlusion. Additionally, by creating a GLM model of dose-response relationship, relationship calculations can be performed. Therefore, an estimated timeline can be developed to allow allocation of clinical resources and to prepare patients for the treatment duration required and possibly increase treatment compliance.

PMID:35259060 | DOI:10.1080/09273972.2022.2046114

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Nevin Manimala Statistics

Action mechanism of early cerebral injuries after spontaneous subarachnoid hemorrhage by silence Ghrelin and angiogenic factor with G-patch and FHA domain 1

Bioengineered. 2022 Mar;13(3):7340-7350. doi: 10.1080/21655979.2022.2037373.

ABSTRACT

The objective of the research was to investigate action mechanism of oxidative stress and cerebral injuries after subarachnoid hemorrhage (SAH) by Ghrelin and angiogenic factor G-patch and FHA domain 1 (Aggf1) and offer new research ideas to SAH clinical treatment and SAH-induced early cerebral injuries. SAH rat models were prepared by prechiasmatic anterior cistern injection. Specific Ghrelin and Aggf1 small interfering ribonucleic acid (siRNA) were designed and injected into silence Ghrelin or Aggf1 in rat left lateral ventricles. Rats were divided randomly into sham-operated (sham), SAH model, negative control siRNA, Ghrelin silence (Ghrelin(-/-)), and Aggf1 silence groups. Changes of rat neurological impairment, encephaledema, cerebral tissue phosphorylated protein kinase (p-Akt), and content changes of caspase-3 protein and oxidative stress indexes were observed, including glutathione (GSH) and oxidized glutathione (GSSG). Results showed scores of neurological impairment and water content in SAH model group were reduced compared with sham group, while p-Akt protein and GSH contents were enhanced. However, caspase-3 protein and GSSG contents were declined, showing statistically meaningful difference (P < 0.05). Compared with SAH model group, scores of neurological impairment, cerebral tissue water content, and caspase-3 protein and GSSG contents in silence Ghrelin and Aggf1 groups were increased, while p-Akt protein and GSH contents were decreased, demonstrating statistically meaningful difference (P < 0.05). To conclude, silence Ghrelin and Aggf1 aggravated early cerebral injuries after SAH, revealing that Ghrelin and Aggf1 could protect brains to some degree.

PMID:35259055 | DOI:10.1080/21655979.2022.2037373

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Nevin Manimala Statistics

Cancer Burden Among Arab-World Females in 2020: Working Toward Improving Outcomes

JCO Glob Oncol. 2022 Mar;8:e2100415. doi: 10.1200/GO.21.00415.

ABSTRACT

PURPOSE: Cancer is the leading cause of morbidity and mortality worldwide. This work presents the Arab-world females’ cancers (AFCs) statistics in 2020, compared with the 2018 AFCs statistics, the Arab-world male cancers statistics, and the world females’ cancers (WFCs) statistics in 2020. This can help set the stage for a better policy for cancer control programs and improve outcomes.

MATERIALS AND METHODS: A descriptive review of the 2020 Global Cancer Observatory concerning AFCs was performed. Data on various cancers were compiled and compared among the countries in the region and WFCs.

RESULTS: A total estimate of 244,317 new cases and 132,249 deaths is reported in AFCs; representing 2.65% and 2.99% of WFCs, respectively, with an average crude incidence/mortality ratio of 116.2 (/100,000 population)/62.9 (/100,000 population) and an age-standardized incidence/mortality ratio of 137.7(/100,000 population)/77.2(/100,000 population) compared with 238.8(/100,000 population)/114.6(/100,000 population) and 186(/100,000 population)/84.2(/100,000 population) of WFCs, respectively. Five-year prevalent cases were 585,295; 2.28% of WFCs. In comparison to males, females accounted for 47.8% of the whole population, 52.9% in incidence, 46.9% in mortality, and 56.9% in the prevalence of patients with cancer. Mortality-to-incidence ratio (MIR) was 0.54 (range 0.39-0.62 in Arab countries, compared with 0.48 globally), and it ranged from 0.14 to 0.97 in the 30 AFC types. Breast cancer was the most common cancer in incidence and mortality, with an MIR of 0.39.

CONCLUSION: The 2020 descriptive analysis of the females’ cancers in the Arab world revealed a relatively high MIR compared with females’ cancers worldwide; a lower MIR compared with the males; and comparable MIR to 2018 one. We call for more in-depth studies to determine the causes of these differences that might translate into actionable interventions and better outcomes.

PMID:35259001 | DOI:10.1200/GO.21.00415