Post mastectomy radiotherapy (PMRT) is an independent predictor of reconstructive complications. PMRT may alter the timing and type reconstruction recommended. This study aimed to create a machine learning model predict probability requiring after immediate breast (IBR).

Background: Gender and racial disparity is prevalent in all surgical subspecialties with women groups historically underrepresented academic plastic surgery. This study evaluated gender profiles of surgery faculty North America correlated both research productivity its effect on ranks Methods: In this cross-sectional study, we compiled a list accredited medical schools that offer training for residency. Data were collected demographics, rank, output using the Doximity, LinkedIn, Scopus...

Racial disparities in the visual representation of patients plastic surgery literature can contribute to health inequities. This study evaluates racial diversity photographs published aesthetic and breast reconstruction literature.

Prolonged publishing time in scientific journals can be discouraging for researchers because earlier publication mean a higher h-index and more academic opportunities. In this study, we evaluated the articles plastic surgery compared with medicine. We also assessed correlations between speed journal impact factors (IFs).The overall indexes of all were discipline addition, original published surgical highest-ranking from various subspecialties listed 2018 Journal Citation Report, assessing...

Background: YouTube is currently the most popular online platform and increasingly being utilized by patients as a resource on aesthetic surgery. Yet, its content largely unregulated this may result in dissemination of unreliable inaccurate information. The objective study was to evaluate quality reliability liposuction available potential patients. Methods: screened using keywords: "liposuction," "lipoplasty," "body sculpting." top 50 results for each term were relevance. Videos which met...

Background Online fellowship program websites are more commonly becoming the primary information resource used by prospective applicants. This study aimed to analyze online content of Canadian plastic surgery websites. Methods The all accredited Plastic Surgery was evaluated using a 75-point criterion in following ten domains: recruitment, faculty, residents/fellows, research and education, surgical program, clinical work, benefits, career planning, wellness, environment gender faculty...

Although the number of women entering dermatology residency programs is increasing, they still encounter numerous challenges and disparities, including limited career opportunities difficulties in balancing family planning with their professional lives. Parental leave policies have been recognized for positive impact on maternal, fetal, familial well-being, satisfaction, gender equality. However, negative perceptions a lack awareness surrounding these may discourage female residents from...

We investigated the extent of gender disparity among dermatologists awarded Canadian Institutes Health Research (CIHR) grants. Our results indicate that, between 2008 and 2022, CIHR grant recipients were disproportionately male, thereby substantiating influence system-level barriers during research funding decision-making.

Background: Gender disparities in academic leadership positions may be influenced by several factors, including research productivity. We aimed to describe the publication gender gap major plastic surgery journals, assess gender-related and gender-neutral publications, identify any potential associated with characteristics. Methods: For this cross-sectional study, we reviewed all original publications Plastic Reconstructive Surgery, JAMA Facial Aesthetic Surgery Journal from 2014 through...

Background Previous studies demonstrate female under-representation in top medical school leadership and dermatology departments, although separately. Here, we investigate the extent interplay of gender disparity between these two bodies. Objective To compare among 15 US schools with affiliated programmes. Methods Cross-sectional study conducted 2022. Faculty gender, academic rank, position membership or department were extracted from public institutional sources. Research metrics (h-index,...

During the drive lack of an attractive session can be dangerous. These threats touch not just us as individuals, but also our communities and families. Dozing off while driving has been recognised a leading cause traffic accidents. Attention assistance detect tiredness over wide speed range notify drivers their current fatigue level duration since previous break, with customizable sensitivity and, if detected, alarm goes off. had fallen asleep. This paper is primarily based on using Python...

Background: Plastic surgery residency program websites are an important source of information to prospective applicants, especially given the ongoing COVID-19 pandemic and resulting suspension all visiting electives in-person interviews. This study aimed analyze online content Canadian plastic websites. Methods: The accredited was evaluated using 77-point criteria in following 10 domains: recruitment, faculty, residents, research education, surgical program, clinical work, benefits career...

Chronic kidney disease (CKD) is a medical state of person in which the can’t filter blood due to body fills with extra water and waste products. It can lead stroke, heart attack, failure, swelling feet death. The global health problem growing rapidly as more people are being diagnosed CKD. With advancing technology, well ongoing research, machine learning used healthcare sector diagnose many diseases early. ML algorithms decoding methods have been very useful extracting, analyzing data...

Abstract – In today’s worlds where people are more reliable on the news which available online as it's convenient for them. Fake is one of biggest new-age problems has potential to mild opinions and influence decisions. The proliferation fake social media Internet deceiving an extent that needs be stopped. existing systems inefficient in giving a precise statistical rating any given claim. Also, restrictions input category make it less varied. This paper proposes system classifies unreliable...

As plastic surgery continues to evolve, an increasing number of surgeons are attaining additional degrees (ADs). Prior studies illustrate this trend increased AD attainment among faculty within the United States. Yet, no such study has documented variability and influence Canadian faculty.

Scientific conferences allow for the dissemination of novel findings to wide audiences, but among information presented, only highest-quality submissions are eventually published in reputable, peer-reviewed journals. There historically have been low conversion rates presentations from plastic surgery meetings publications.1 We evaluated and time frame between presentation publication all abstracts presented at Canadian Society Plastic Surgery, American Association Surgeons, Surgery 2012...

In the present work, a nonlinear 2D magnetoelastic membrane formulation is derived from 3D governing equations. To have empirical access to wide range of strain space, two-dimensional approximation three-dimensional boundary value problem has been using discussed by [29]. A weakly magnetizable material's asymptotic O(h) theory developed expanding equations theory. The considering energy function dependent on deformation gradient F and magnetic field H. model applied circular geometry...