Categories
Nevin Manimala Statistics

Automatic pipeline for segmentation of LV myocardium on quantitative MR T1 maps using deep learning model and computation of radial T1 and ECV values

NMR Biomed. 2024 Aug 4:e5230. doi: 10.1002/nbm.5230. Online ahead of print.

ABSTRACT

Native T1 mapping is a non-invasive technique used for early detection of diffused myocardial abnormalities, and it provides baseline tissue characterization. Post-contrast T1 mapping enhances tissue differentiation, enables extracellular volume (ECV) calculation, and improves myocardial viability assessment. Accurate and precise segmenting of the left ventricular (LV) myocardium on T1 maps is crucial for assessing myocardial tissue characteristics and diagnosing cardiovascular diseases (CVD). This study presents a deep learning (DL)-based pipeline for automatically segmenting LV myocardium on T1 maps and automatic computation of radial T1 and ECV values. The study employs a multicentric dataset consisting of retrospective multiparametric MRI data of 332 subjects to develop and assess the performance of the proposed method. The study compared DL architectures U-Net and Deep Res U-Net for LV myocardium segmentation, which achieved a dice similarity coefficient of 0.84 ± 0.43 and 0.85 ± 0.03, respectively. The dice similarity coefficients computed for radial sub-segmentation of the LV myocardium on basal, mid-cavity, and apical slices were 0.77 ± 0.21, 0.81 ± 0.17, and 0.61 ± 0.14, respectively. The t-test performed between ground truth vs. predicted values of native T1, post-contrast T1, and ECV showed no statistically significant difference (p > 0.05) for any of the radial sub-segments. The proposed DL method leverages the use of quantitative T1 maps for automatic LV myocardium segmentation and accurately computing radial T1 and ECV values, highlighting its potential for assisting radiologists in objective cardiac assessment and, hence, in CVD diagnostics.

PMID:39097976 | DOI:10.1002/nbm.5230

Categories
Nevin Manimala Statistics

Health seeking behaviour associated with obstetric fistula care in Guinea: An analysis of the 2018 Demographic and Health survey

Afr J Reprod Health. 2024 Jul 31;28(7):47-53. doi: 10.29063/ajrh2024/v28i7.5.

ABSTRACT

This study aimed to analyze factors associated with obstetric fistula care-seeking behavior in Guinea, based on data from the 2018 Demographic and Health Survey. Women aged 15-49 years who reported having obstetric fistula constituted the study population, statistical analysis was using Stata 16.0 software. Multivariate logistic regression was used to identify the factors associated with fistula care-seeking behavior. Among women with obstetric fistula, 78.9% sought care; 21.1% of those who sought care underwent repair. Factors associated with care-seeking behavior were being divorced (AOR =8.08; 95% CI:1.56-41.84), having a job (AOR =3.23; 95% CI: 1.11-9.44), being a member of a poor household (AOR =6.49; 95% CI:1.21-34.82) and whose fistula had appeared 6 days or more after the occurrence of the causal circumstance (AOR =3.63 95% CI: 1.28-10.28). This study suggests that the foundations on which fistula prevention and treatment programs are built should be reviewed, taking into account the factors highlighted by this study.

PMID:39097972 | DOI:10.29063/ajrh2024/v28i7.5

Categories
Nevin Manimala Statistics

Evaluating perceived technology self-efficacy and telehealth acceptance in optometry students

Clin Exp Optom. 2024 Aug 4:1-12. doi: 10.1080/08164622.2024.2380080. Online ahead of print.

ABSTRACT

CLINICAL RELEVANCE: Constant technological improvements require practitioners to be open to adopting technologies such as telehealth for enhanced patient care. Understanding the barriers and facilitators of telehealth adoption will guide stakeholders in making decisions for safe and effective implementation of telehealth.

BACKGROUND: Effective use of telehealth improves patient outcomes. It is unclear if optometry students feel supported in using and/or are accepting of telehealth. This study evaluated telehealth acceptance of optometry students, its association with their technology self-efficacy, and whether telehealth training alters this relationship.

METHODS: Final-year optometry students at the University of Melbourne were invited to participate in a telehealth course. A 22-item online survey adapted from the Technology Proficiency Self-Assessment for twenty-first Century Learning was used to evaluate technology self-efficacy pre- and post-learning. Telehealth acceptance was evaluated using a 34-item survey according to the Unified Theory of Acceptance and Use of Technology-2. A 5-point Likert scale was used for each item, yielding two total scores. Respondent demographics, frequency of usage and number of devices were recorded. Descriptive statistics, ANOVA and Pearson correlation were used to analyse demographic variables and relationship between technology self-efficacy and telehealth acceptance.

RESULTS: 58 (68%) and 49 (58%) students participated in the pre- and post-learning surveys. Majority were 20-29-year-old females. Students used between two and four devices for online activities, with 62% being online at least hourly. Technology self-efficacy scores (average ± SD) pre- and post-learning were 83.8% ± 8.2 and 87.8% ± 7.1. Telehealth acceptance scores pre- and post-learning were 66.1% ± 9.6 and 73.98% ± 9.9. There was no association with gender, number of devices and frequency of online use for all scores. Correlation between technology self-efficacy and telehealth acceptance was insignificant pre-learning (p = 0.3) but was significant post-learning (p = 0.04).

CONCLUSION: Optometry students demonstrated high technology self-efficacy compared to telehealth acceptance. Telehealth training resulted in marked improvement in telehealth acceptance.

PMID:39097971 | DOI:10.1080/08164622.2024.2380080

Categories
Nevin Manimala Statistics

Cyclic Mechanism Affects Lumbar Spine Creep Response

Ann Biomed Eng. 2024 Aug 4. doi: 10.1007/s10439-024-03595-w. Online ahead of print.

ABSTRACT

PURPOSE: This study aims to explore how cyclic loading influences creep response in the lumbar spine under combined flexion-compression loading.

METHODS: Ten porcine functional spinal units (FSUs) were mechanically tested in cyclic or static combined flexion-compression loading. Creep response between loading regimes was compared using strain-time histories and linear regression. High-resolution computed tomography (µCT) visualized damage to FSUs. Statistical methods, ANCOVA and ANOVA, assessed differences in behavior between loading regimes.

RESULTS: Cyclic and static loading regimes exhibited distinct creep response patterns and biphasic response. ANCOVA and ANOVA analyses revealed significant differences in slopes of creep behavior in both linear phases. Cyclic tests consistently showed endplate fractures in µCT imaging.

CONCLUSION: The study reveals statistically significant differences in creep response between cyclic and static loading regimes in porcine lumbar spinal units under combined flexion-compression loading. The observed biphasic behavior suggests distinct phases of tissue response, indicating potential shifts in load transfer mechanisms. Endplate fractures in cyclic tests suggest increased injury risk compared to static loading. These findings underscore the importance of considering loading conditions in computational models and designing preventive measures for occupations involving repetitive spinal loading.

PMID:39098978 | DOI:10.1007/s10439-024-03595-w

Categories
Nevin Manimala Statistics

Can isometric testing substitute for the one repetition maximum squat test?

Eur J Appl Physiol. 2024 Aug 5. doi: 10.1007/s00421-024-05554-8. Online ahead of print.

ABSTRACT

When measuring maximum strength, a high accuracy and precision is required to monitor the training adaptations. Based on available reliability parameters, the literature suggests the replacement of the one repetition maximum (1RM) by isometric testing to save testing time. However, from a statistical point of view, correlation coefficients do not provide the required information when aiming to replace one test by another. Therefore, the literature suggests the inclusion of the mean absolute error (MAE), the mean absolute percentage error (MAPE) for agreement analysis. Consequently, to check the replaceability of 1RM testing methods, the current study examined the agreement of isometric and dynamic testing methods in the squat and the isometric mid-thigh pull. While in accordance with the literature, correlations were classified high r = 0.638-0.828 and ICC = 0.630-0.828, the agreement analysis provided MAEs of 175.75-444.17 N and MAPEs of 16.16-57.71% indicating an intolerable high measurement error between isometric and dynamic testing conditions in the squat and isometric mid-thigh pull. In contrast to previous studies, using MAE, MAPE supplemented by CCC and BA analysis highlights the poor agreement between the included strength tests. The recommendation to replace 1RM testing with isometric testing routines in the squat does not provide suitable concordance and is not recommended.

PMID:39098977 | DOI:10.1007/s00421-024-05554-8

Categories
Nevin Manimala Statistics

Modeling the ecological footprint and assessing its influential factors: A systematic review

Environ Sci Pollut Res Int. 2024 Aug 5. doi: 10.1007/s11356-024-34549-3. Online ahead of print.

ABSTRACT

BACKGROUND: Various factors have been found responsible for the increment in ecological footprint resulting difficulties in maintaining environmental sustainability. This has been noticed through a modeling perspective. Identifying the factors affecting Ecological Footprint helps policymakers to formulate policies regarding sustainability. However, studies conducted based upon systematic reviews on Ecological Footprint through modeling are still limited.

OBJECTIVE: This study intends to identify influential factors associated with ecological footprint through a systematic review.

METHODS: ProQuest, Science Direct, Scopus, and Web of Science databases were used to search literature systematically. Particular keywords and Boolean operators were applied to dig out relevant studies for the review. Peer-reviewed research articles published in the English language till September 13, 2023, were incorporated for the analysis. Following the guidelines of Preferred Reporting Items for Systematic Review and Meta-Analysis (PRISMA), 1011 articles were identified from four different databases and only 37 research papers were eligible for this study. These articles were assessed and relevant information was extracted and then amalgamated into the systematic review.

RESULTS: Gross domestic product, urbanization, energy consumption, renewable energy, non-renewable energy, natural resources, bio-capacity, human capital, foreign direct investment, trade openness, and financial development were observed as key factors of the ecological footprint.

CONCLUSION: Factors known to influence ecological footprint need to be addressed properly for environmental sustainability including widespread use of renewable energy.

PMID:39098973 | DOI:10.1007/s11356-024-34549-3

Categories
Nevin Manimala Statistics

Effect of time and photoactivated face on bond strength of brackets and on degree of monomer conversion

Clin Oral Investig. 2024 Aug 5;28(8):465. doi: 10.1007/s00784-024-05854-5.

ABSTRACT

OBJECTIVE: To evaluate the effect of four different photoactivation protocols (according to “photoactivated faces” – mesial/distal, cervical/incisal or center – and “photoactivation time” – 6-3 s) of a high-power photo activator (Valo Cordless®-Ultradent) on the shear bond strength (SBS) between metal brackets and dental enamel and on the degree of conversion (DC) of an orthodontic resin.

MATERIALS AND METHODS: 40 bovine incisor crowns were randomly assigned to 4 groups (n = 10). The brackets were bonded with Transbond XT® resin using 4 protocols according to the “photoactivation protocol” factor (which was subdivided into photoactivated faces and photoactivation time): V3C = 3 s + center; V6C = 6 s + center; V3M3D = 3 s on mesial + 3 s on distal; V3C3I = 3 s on cervical + 3 s on incisal. All the samples were stored for 4 months (water,37ºC) and then subjected to a SBS test (100KgF,1 mm/min). 40 resin discs were made to evaluate the monomer degree of conversion. Data from the SBS and DC were assessed by One-way ANOVA and Tukey’s test (5%). Bond failures were analyzed according to the Adhesive Remnant Index (ARI) and evaluated by the Kruskal-Wallis test (5%).

RESULTS: There was a statistically significant difference (p = 0.008) in the One-way ANOVA result for SBS values between all groups, but the protocols showed statistically similar results (p ≥ 0.05-Tukey’s tests) concerning the photoactivated faces (V6C, V3M3D and V3C3I) and photoactivation time (V3C and V6C) factors individually. There was no statistically significant difference (p ≥ 0.05) in the One-way ANOVA result for DC values.

CONCLUSION: The SBS and DC values will vary depending on the protocol applied.

CLINICAL RELEVANCE: It is possible to maintain the bracket fixation quality with the use of a high-power LED photo activator associated with a shorter photoactivation time. However, it is assumed that not all types of protocols that might be applied will provide quality bonding, such as V3C, V3M3D and V3C3I, which may – depending on the SBS and DC values – affect the final treatment time, due to brackets debonding, or increase of possibility of damage to dental enamel during bracket removal. Clinical studies are suggested to confirm the hypotheses of this research.

PMID:39098966 | DOI:10.1007/s00784-024-05854-5

Categories
Nevin Manimala Statistics

Comparison of endoscopic tympanoplasty, cartilage vs. temporalis fascia in chronic suppurative otitis media with inactive mucosal disease: A prospective randomised study

Eur Arch Otorhinolaryngol. 2024 Aug 4. doi: 10.1007/s00405-024-08879-4. Online ahead of print.

ABSTRACT

BACKGROUND: The introduction of endoscopy into middle ear has open up new opportunities for minimal invasive temporal bone surgery. The present study was planned to compare anatomical and functional outcome in patients who underwent endoscope assisted tympanoplasty using cartilage and temporalis fascia graft.

METHODS: The present prospective observational randomized study was carried out in the Department of Otorhinolaryngology of a tertiary care teaching hospital of Rajasthan, India from September 2020 to July 2021. Fifty patients of age group 18-60 years, with diagnosis of chronic otitis media having inactive mucosal disease were enrolled in the study and divided into two groups viz. cartilage (group I) and temporalis fascia group (group II). Each patient postoperatively underwent otoscopic examination of ear and pure tone audiometery at 8 weeks and 3rd month. Local wound condition, graft uptake and healing and hearing were assessed and compared.

RESULTS: Graft uptake was 92% in cartilage group and 84% in temporalis fascia group. Air conduction and air-bone gap of patients in both the groups showed significant improvement after 3 months of surgery. (p˂0.05) Regarding bone conduction, both groups had shown non-significant changes. (p > 0.05) Hearing gain was comparable on both groups which was 6.71dB in cartilage group vs. 5.9 dB in other group.

CONCLUSIONS: The present study showed that graft placement time for temporalis fascia graft was less than cartilage graft, but the difference was insignificant. Hearing improvement, graft uptake and clinical improvement were found to be statistically insignificant between both groups.

PMID:39098959 | DOI:10.1007/s00405-024-08879-4

Categories
Nevin Manimala Statistics

Objective evaluation, using computed tomography, of round window access for cochlear implantation

Eur Arch Otorhinolaryngol. 2024 Aug 4. doi: 10.1007/s00405-024-08873-w. Online ahead of print.

ABSTRACT

OBJECTIVE: The aim of this study was to determine optimal radiological parameters for assessment of the round window approach in cochlear implantation surgery.

MATERIALS AND METHODS: Patients undergoing cochlear implantation at the Department of Otolaryngology in Szczecin, between 2015 and 2022 inclusive, were eligible for the study. Radiological assessments were performed according to eight parameters (seven proposed in the literature) and visibility clinical assessments were made intra-operatively on a scale of 1 to 5 (1 – not visible, 5 – fully visible). Visibility assessments of the round window niche (RWN) and round window membrane (RWM) allowed the difference (RWN minus RWM) to be used as a clinical assessment of the size of the overhang over the round window.

RESULTS: Computed tomography images of 57 ears from 52 patients were analyzed in terms of round window access. The study group included 26 females and 26 males, ranging in age from 1 year to 80 years, with a median age of 41 years. In clinical assessment, round window visibility was rated as 5, after removal of the bone overhang, in 69% of patients. Cochlear access through the round window was achieved in 39 (68%) cases, extended access through the round window in 13 (23%) cases and cochleostomy was performed in 5 (9%) cases. Statistically significant ordinal correlations with round-window access were found using one parameter from the literature (Chen_Angle) and from our proposal (RWM_prediction). From parameters describing the bone overhang of the round window, positive correlations (using Kendall rank tests) were found using parameters from the literature (Sarafraz_OH and Mehanna_OH).

CONCLUSIONS: Radiological measurements describing access to the round window which determine the angle based on the anatomy of the posterior wall of the auditory canal and the position of the facial nerve were found to be of the highest value.

CLINICAL RELEVANCE STATEMENT: In the future, the use of algorithms for computed tomography evaluation and robot-assisted surgery will require parameters for assessing round window access, for surgery planning and choice of electrode. The parameters proposed by various authors are summarized, allowing researchers to assess their usefulness in further clinical practice.

PMID:39098956 | DOI:10.1007/s00405-024-08873-w

Categories
Nevin Manimala Statistics

Inclusion in Ukrainian universities from an inside perspective

Sci Rep. 2024 Aug 4;14(1):18041. doi: 10.1038/s41598-024-69084-1.

ABSTRACT

This study investigates the state of inclusivity in Ukrainian universities, focusing on the perceptions of university staff amid the country’s ongoing sociopolitical transformations. Here we report on the perceptions of 820 staff members from various professional roles, including academic, management, and support positions, this research explored inclusivity through diverse lenses, encompassing work experience, interactions with students with disabilities, and self-identification with vulnerable groups. Most respondents assessed a moderate to high level of inclusivity, indicating a positive overall outlook on inclusive practices within these institutions. Notably, perceptions of inclusivity vary slightly across different professional roles, with academic staff expressing a marginally lower level of perceived inclusivity than their counterparts. However, these variations are not statistically significant, suggesting a uniform perception across staff categories. Furthermore, the study revealed that personal experience in working with students with disabilities does not substantially alter staff perceptions of inclusivity. Similarly, self-identification with vulnerable groups only marginally influences these perceptions. This suggests that while individual experiences and identities are factors in inclusivity perceptions, their impact is not profoundly different. This research contributes to understanding inclusivity in higher education, particularly within environments undergoing significant social and political changes.

PMID:39098954 | DOI:10.1038/s41598-024-69084-1