Journal of the Anatomical Society of India最新文献

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Problem-based learning using online platforms: An interactive alternative to mandatory e-learning during the COVID-19 pandemic 使用在线平台进行基于问题的学习:新冠肺炎大流行期间强制性电子学习的交互式替代方案
IF 0.4 4区 医学
Journal of the Anatomical Society of India Pub Date : 2022-07-01 DOI: 10.4103/jasi.jasi_13_22
M. Chimmalgi, S. Rajesh, K. Anil Kumar, U. Asha, J. Jose, Komalavallyamma Chandrakumari
{"title":"Problem-based learning using online platforms: An interactive alternative to mandatory e-learning during the COVID-19 pandemic","authors":"M. Chimmalgi, S. Rajesh, K. Anil Kumar, U. Asha, J. Jose, Komalavallyamma Chandrakumari","doi":"10.4103/jasi.jasi_13_22","DOIUrl":"https://doi.org/10.4103/jasi.jasi_13_22","url":null,"abstract":"Introduction: Problem-based learning (PBL) helps in contextual and experiential learning. PBL using online platforms (PBL-op) was introduced to counter the declining interest in the mandatory e-learning during the COVID-19 pandemic. The purpose of this study was to determine the effect of PBL-op on learning outcome; student perception of PBL-op; effect of communication and motivation on learning outcome; and performance in PBL-op. Material and Methods: Study participants were introduced PBL-op and the control group to PBL in classroom setting. Five-way assessment was done: learning outcome by pre-and postintervention tests; performance by project reports and presentations; communication skills; motivation; and student satisfaction through an anonymous survey. Data were analyzed using descriptive statistics, paired or independent t-tests to compare paired variables, Spearman's correlation to establish association, and theme-based analysis for qualitative inputs. Results: Students showed better learning outcome with PBL op than with e learning (t = 11.199; P < 0.001*), traditional teaching (t = 12.193; P < 0.001*) and PBL in classroom setting (t = −15.493; P < 0.001*; d = 1.83). Women outperformed men with PBL-op (t = −2.74; P = 0.0034*; d = 0.48). Performance in PBL was better when conducted using online platforms than in classroom setting (t = 8.5471; P < 0.001*; d = 1.01). However, learning outcome and performance in PBL-op did not show a significant association with motivation or communication skills. Students favored PBL-op as it offered them an opportunity for active participation. Discussion and Conclusion: PBL-op offers all the advantages of PBL and allows productive teamwork using familiar online platforms and freedom from restrictive class timings. It is, therefore, suggested that PBL-op may be used as a feasible and effective alternative to PBL even after the pandemic.","PeriodicalId":50010,"journal":{"name":"Journal of the Anatomical Society of India","volume":"71 1","pages":"178 - 185"},"PeriodicalIF":0.4,"publicationDate":"2022-07-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"43296665","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":4,"RegionCategory":"医学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 1
Relationship between digit ratio of 2D:4D and The physical health among college students of han ethnicity in Southern Fujian 闽南汉族大学生手指2D:4D比值与身体健康的关系
IF 0.4 4区 医学
Journal of the Anatomical Society of India Pub Date : 2022-07-01 DOI: 10.4103/jasi.jasi_189_21
Tongjun Chen, Jianmei Xiang, Shaokang Teng, Zhongqing Huang, Xiaoliang Li, Liping Huang, Huihua Chen, Baoying Luo
{"title":"Relationship between digit ratio of 2D:4D and The physical health among college students of han ethnicity in Southern Fujian","authors":"Tongjun Chen, Jianmei Xiang, Shaokang Teng, Zhongqing Huang, Xiaoliang Li, Liping Huang, Huihua Chen, Baoying Luo","doi":"10.4103/jasi.jasi_189_21","DOIUrl":"https://doi.org/10.4103/jasi.jasi_189_21","url":null,"abstract":"Introduction: Studying the association between finger length ratios of 2D:4D and the physical health among college students of Han ethnicity in Southern Fujian can provide an indirect macrobiology reference index for early predictions of physical health status. Material and Methods: A total of 835 students in Southern Fujian were selected as test subjects through a stratified cluster sampling method. The 2D:4D ratio was recorded using physical measurement methods. The body mass index (BMI), vital capacity, 50-m run, and sit-and-reach test results were collected and analyzed based on the National Student's Health Standards. Results: Among male Han college students in Southern Fujian, the left 2D:4D ratio was negatively correlated with the vital capacity and sit-and-reach test results, while the right 2D:4D ratio was negatively correlated with the vital capacity, 50-m run, and sit-and-reach test results, as well as the comprehensive evaluation result of physical health. Among female Han college students in Southern Fujian, the left 2D:4D ratio was positively correlated with BMI and negatively correlated with the vital capacity, 50-m run, and 800-m run results, as well as the comprehensive evaluation result of physical health. The right 2D:4D ratio was negatively correlated with the vital capacity, 50-m run, 800-m run, and sit-and-reach test results, as well as the comprehensive evaluation results of physical health. The comprehensive evaluation results of physical health were statistically significant differences among low, medium, and high bilateral 2D:4D groups of female students, with poorer results in the high 2D:4D group than that of the medium and low 2D:4D groups. Discussion and Conclusion: The bilateral 2D:4D ratio of female and right 2D:4D ratio of male Han college students in Southern Fujian has a correlation with the comprehensive evaluation of physical health, which can serve as one of the reference indexes for adolescents' early health education, physical health monitoring, dietary intervention, and athlete selection.","PeriodicalId":50010,"journal":{"name":"Journal of the Anatomical Society of India","volume":"71 1","pages":"214 - 219"},"PeriodicalIF":0.4,"publicationDate":"2022-07-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"46254043","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":4,"RegionCategory":"医学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
Cardiac morphometry in healthy young Indian adult males: An evaluation of chamber thickness and left ventricular cardiac mass 健康印度年轻成年男性的心脏形态测量:心室厚度和左心室质量的评估
IF 0.4 4区 医学
Journal of the Anatomical Society of India Pub Date : 2022-07-01 DOI: 10.4103/jasi.jasi_77_21
R. Aggarwal, R. Gautam, A. Sheik
{"title":"Cardiac morphometry in healthy young Indian adult males: An evaluation of chamber thickness and left ventricular cardiac mass","authors":"R. Aggarwal, R. Gautam, A. Sheik","doi":"10.4103/jasi.jasi_77_21","DOIUrl":"https://doi.org/10.4103/jasi.jasi_77_21","url":null,"abstract":"Introduction: Measurement of cardiac chambers is an important tool in the assessment of cardiac disease. Cardiac imaging can be used for the accurate assessment of these parameters. The primary objective of this study is to estimate various clinically relevant cardiac measurements including the left ventricular (LV) myocardial mass using cardiac magnetic resonance imaging (CMRI). The secondary objective is to correlate these measurements with the patient's body mass index (BMI). Material and Methods: A descriptive cross-sectional observational study was done at a tertiary care hospital. A total of 100 healthy young Indian adult males between 18 and 30 years of age underwent cardiac MRI on a 1.5Tesla Magnetic Resonance Imaging scanner. The thickness of various cardiac chambers and LV cardiac mass was measured. The results were compared with BMI. Results: Mean left atrial wall thickness is 1.6 mm in End -systole (ES)) and 1.5 mm in end diastole (ED). Mean Right atrial thickness is 1.5 mm (ES) and 1.8 mm (ED). Mean left ventricular wall thickness is 17.7 mm in End -systole (ES)) and 10.9 mm in end diastole (ED). Mean Right ventricular thickness is 6.9 mm (ES) and 3.2 mm (ED). Mean interventricular wall thickness is 14/9.7 mm in ES and ED, respectively. LV cardiac mass is 119.97 g. There is weak-to-moderate association between cardiac chambers and BMI. Discussion and Conclusion: Assessment of cardiac chamber thickness and LV cardiac mass in healthy adults can be made using CMRI. These values can be used as baseline to compare with measurements in various diseases of the heart.","PeriodicalId":50010,"journal":{"name":"Journal of the Anatomical Society of India","volume":"71 1","pages":"199 - 203"},"PeriodicalIF":0.4,"publicationDate":"2022-07-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"44393078","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":4,"RegionCategory":"医学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
Age- and gender-based morphometric variation of macula in indian population using optical coherence tomography 使用光学相干断层扫描的印度人群中基于年龄和性别的黄斑形态变化
IF 0.4 4区 医学
Journal of the Anatomical Society of India Pub Date : 2022-07-01 DOI: 10.4103/jasi.jasi_205_21
Pareesa Rabbani, Shalini Kumar, T. Khan, S. Razdan
{"title":"Age- and gender-based morphometric variation of macula in indian population using optical coherence tomography","authors":"Pareesa Rabbani, Shalini Kumar, T. Khan, S. Razdan","doi":"10.4103/jasi.jasi_205_21","DOIUrl":"https://doi.org/10.4103/jasi.jasi_205_21","url":null,"abstract":"Introduction: Histological morphometric analysis of retinal layers has inherent limitations while processing the specimen. A new in vivo technique, optical coherence tomography (OCT), has been developed that can be used to analyze and differentiate normal and pathological retina. To do a morphometric analysis of normal macula in the adult population of India and study its variations on the grounds of sex and age. Material and Methods: One hundred (200 Eyes) healthy adult subjects (18–65 years) underwent macular cube scanning using Zeiss spectral-domain OCT (SD-OCT). Macular thickness from all nine regions of the Early Treatment Diabetic Retinopathy study map was documented for each subject. Their variations for age and sex were determined manually and automatically. Statistical analysis was done by entering into an MS Excel sheet using IBM SPSS Statistics for Windows,Version 25.0. Armonk, NY: IBM Corp. (2017). The data were also analyzed using an independent t-test and analysis of variance. Results: The mean age of the subjects was 34.2 ± 13 (range, 19–65) years. The mean Central Subfield Thickness (CST) measured automatically (foveal thickness) and manually was 239.52 ± 22.9 μm and 167.75 ± 21.94 μm, respectively, while mean macular thickness was 284.73 ± 15.7 μm and 276.76 ± 14.84 μm. Males were associated with greater foveal, central foveal thickness, and mean macular thickness than females (P < 0.0001). There was no significant correlation of CST, outer and inner ring, and mean macular thickness with increasing age (>30 years). However, with respect to gender in the inner ring (parafoveal region), all the quadrants except the inferior quadrant, CST was significantly (P < 0.0001) higher in males than females while in the outer ring (perifoveal region), it was the temporal quadrant that had statistically significant higher CST in males compared to females. Discussion and Conclusion: The results will add evidence and can serve as a normal database in morphometry of macula in Indians, created and found significantly different in already fed normal comparative data in SD-OCT machines. It will help analyze morphometry of macula and understand macular pathologies in Indian eyes.","PeriodicalId":50010,"journal":{"name":"Journal of the Anatomical Society of India","volume":"71 1","pages":"191 - 198"},"PeriodicalIF":0.4,"publicationDate":"2022-07-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"45957694","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":4,"RegionCategory":"医学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
Bilateral tripartite dural septation of the jugular foramen 双侧颈静脉孔三方硬膜间隔术
IF 0.4 4区 医学
Journal of the Anatomical Society of India Pub Date : 2022-07-01 DOI: 10.4103/jasi.jasi_123_19
Joastin Naidoo, C. Rennie, L. Lazarus
{"title":"Bilateral tripartite dural septation of the jugular foramen","authors":"Joastin Naidoo, C. Rennie, L. Lazarus","doi":"10.4103/jasi.jasi_123_19","DOIUrl":"https://doi.org/10.4103/jasi.jasi_123_19","url":null,"abstract":"We present a case of bilateral tripartite dural septation on the internal aspect of the jugular foramen (JF) in a 71-year-old White South African male. Dura mater at the intracranial aspect of the JF forms the neurovascular compartment, which houses the cranial nerves (viz. glossopharyngeal (9th), vagus (10th), and accessory (11th) cranial nerves), as well as the jugular vein. In the present case, a dural septation was seen between the 9th and 10th cranial nerves and between the 10th and 11th cranial nerves; therefore, the 9th cranial nerve traversed the anterior compartment, the 10th cranial nerve traversed the intermediate compartment, and the 11th cranial nerve traversed the posterior compartment. Clinical implications of this variation of the JF arise due to the occurrence of glomus jugulare tumors, as well as other pathologies such as meningiomas and neuroinomas, and these tumors occur in the region in which the neurovasculature exits the cranium. The tumors then lead to compression of these structures within the foramen. Since two dural septa at the intracranial aperture of the JF are reported bilaterally, the rootlets of the cranial nerves were more tethered within the JF. This has surgical implications as substantial tethering of these rootlets requires additional dissection during surgery, thereby increasing the risk of iatrogenic injury to the cranial nerves. It has also been reported that compartmentalization of the JF accentuates the clinical presentation of the glomus jugulare tumor. Thus, a knowledge of variations within the JF becomes imperative to ENT and neurosurgeons.","PeriodicalId":50010,"journal":{"name":"Journal of the Anatomical Society of India","volume":"71 1","pages":"245 - 247"},"PeriodicalIF":0.4,"publicationDate":"2022-07-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"49560464","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":4,"RegionCategory":"医学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
Dimensional accuracy of medical models of the skull produced by three-dimensional printing technology by advanced morphometric analysis 利用先进的形态计量学分析,三维打印技术制作的颅骨医学模型的尺寸精度
IF 0.4 4区 医学
Journal of the Anatomical Society of India Pub Date : 2022-07-01 DOI: 10.4103/jasi.jasi_202_21
Sharmila Aristotle, S. Patil, Saikarthik Jayakumar
{"title":"Dimensional accuracy of medical models of the skull produced by three-dimensional printing technology by advanced morphometric analysis","authors":"Sharmila Aristotle, S. Patil, Saikarthik Jayakumar","doi":"10.4103/jasi.jasi_202_21","DOIUrl":"https://doi.org/10.4103/jasi.jasi_202_21","url":null,"abstract":"Introduction: Three-dimensional (3D) printing creates a design of an object using software, and the process involves by converting the digital files with a 3D data using the computer-aided design into a physical model. The aim of the study was to investigate the accuracy of human printed 3D skull models from computed tomography (CT) scan data via a desktop 3D printer, which uses fused deposition modeling (FDM) technology. Material and Methods: Human anatomical cadaver skulls were CT scanned in 128-slice CT scanner with a slice thickness of 0.625 mm. The obtained digital imaging and communications in medicine files were converted to 3D standard tessellation language (STL) format by using MIMICS v10.0 software (Materialise, Leuven, Belgium) program. The 3D skull model was printed using a Creatbot DX desktop 3D FDM printer. The skull model was fabricated using polylactic acid filament with the nozzle diameter of 0.4 mm and the resolution of the machine was maintained at 0.05 mm. The accuracy was estimated by comparing the morphometric parameters measured in the 3D-printed skull with that of cadaver skull and with CT images to ensure high accuracy of the printed skull. Fourteen morphometric parameters were measured in base and cranial fossa of the skull based on its surgical importance. Results: Analysis of measurements by inferential statistical analysis of variance for all three groups showed that the 3D skull models were highly accurate. Reliability was established by interobserver correlation for measurements on cadaver skull and the 3D skulls. Dimensional error was calculated, which showed that the errors between three groups were minimal and the skulls were highly reproducible. Discussion and Conclusion: The current research concludes that a 3D desktop printer using FDM technology can be used to obtain accurate and reliable anatomical models with negligible dimensional error.","PeriodicalId":50010,"journal":{"name":"Journal of the Anatomical Society of India","volume":"71 1","pages":"186 - 190"},"PeriodicalIF":0.4,"publicationDate":"2022-07-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"43320056","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":4,"RegionCategory":"医学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 1
An anatomical description of the obturator region with clinical aspects 闭孔区的解剖学描述与临床方面
IF 0.4 4区 医学
Journal of the Anatomical Society of India Pub Date : 2022-07-01 DOI: 10.4103/jasi.jasi_134_20
L. Šaherl, M. Rakuša
{"title":"An anatomical description of the obturator region with clinical aspects","authors":"L. Šaherl, M. Rakuša","doi":"10.4103/jasi.jasi_134_20","DOIUrl":"https://doi.org/10.4103/jasi.jasi_134_20","url":null,"abstract":"Structures surrounding the obturator foramen, the obturator internus and obturator externus muscles and regional neurovascular bundle, the obturator artery, vein, and nerve, pass through from the lesser pelvis into the medial compartment of the thigh and build up the obturator region. The region is demanding and complex both in terms of anatomical and clinical points of view. This article aims to write an overview of the obturator region about normal and variant anatomy and relate its various parts to their importance in clinical practice. The connections between various anatomical structures, concerning their different critical sites in the obturator region, as well as a thorough overview essential for clinicians, especially surgeons, are discussed.","PeriodicalId":50010,"journal":{"name":"Journal of the Anatomical Society of India","volume":"71 1","pages":"234 - 241"},"PeriodicalIF":0.4,"publicationDate":"2022-07-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"46816632","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":4,"RegionCategory":"医学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
Vertebral endplates, the anatomically discrete structures of the vertebral column 椎终板,解剖上分离的脊柱结构
IF 0.4 4区 医学
Journal of the Anatomical Society of India Pub Date : 2022-07-01 DOI: 10.4103/jasi.jasi_118_22
Vishram Singh, B. Murlimanju, R. Vadgaonkar
{"title":"Vertebral endplates, the anatomically discrete structures of the vertebral column","authors":"Vishram Singh, B. Murlimanju, R. Vadgaonkar","doi":"10.4103/jasi.jasi_118_22","DOIUrl":"https://doi.org/10.4103/jasi.jasi_118_22","url":null,"abstract":"","PeriodicalId":50010,"journal":{"name":"Journal of the Anatomical Society of India","volume":"71 1","pages":"167 - 168"},"PeriodicalIF":0.4,"publicationDate":"2022-07-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"47654204","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":4,"RegionCategory":"医学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
Multiple intracranial vessel fenestrations: A report of two cases from a tertiary care center 多颅内血管开窗:来自三级保健中心的两例报告
IF 0.4 4区 医学
Journal of the Anatomical Society of India Pub Date : 2022-07-01 DOI: 10.4103/jasi.jasi_167_21
A. Datta, Subhadeep Gupta
{"title":"Multiple intracranial vessel fenestrations: A report of two cases from a tertiary care center","authors":"A. Datta, Subhadeep Gupta","doi":"10.4103/jasi.jasi_167_21","DOIUrl":"https://doi.org/10.4103/jasi.jasi_167_21","url":null,"abstract":"Intracranial vascular fenestrations are unique anatomical anomalies, consequential to developmental perturbations in vessel embryology. The importance of identification rests on its frequent association with disturbed cerebral flow dynamics and intracranial pathologies. Herein, we report two cases from the same institute of such an association. One presented with an isolated intraventricular hemorrhage, found to have basilar artery fenestrations, whereas the other presented with subarachnoid hemorrhage, with fenestrations involving both the anterior and posterior circulations. Neither of the two patients had any evidence of aneurysms, arteriovenous malformations, or dissections and were managed conservatively. Being acquainted with the anatomy and pathophysiology of these vascular aberrations are paramount in achieving optimal patient outcomes in certain vascular catastrophes.","PeriodicalId":50010,"journal":{"name":"Journal of the Anatomical Society of India","volume":"71 1","pages":"248 - 250"},"PeriodicalIF":0.4,"publicationDate":"2022-07-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"48415530","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":4,"RegionCategory":"医学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
Gender prediction with the parameters obtained from pelvis computed tomography images and machine learning algorithms 利用骨盆计算机断层扫描图像和机器学习算法获得的参数进行性别预测
IF 0.4 4区 医学
Journal of the Anatomical Society of India Pub Date : 2022-07-01 DOI: 10.4103/jasi.jasi_280_20
Y. Secgin, Zulal Oner, M. Turan, S. Oner
{"title":"Gender prediction with the parameters obtained from pelvis computed tomography images and machine learning algorithms","authors":"Y. Secgin, Zulal Oner, M. Turan, S. Oner","doi":"10.4103/jasi.jasi_280_20","DOIUrl":"https://doi.org/10.4103/jasi.jasi_280_20","url":null,"abstract":"Introduction: In the skeletal system, the most dimorphic bones employed for postmortem gender prediction include the bones in the pelvic skeleton. Bone measurements are usually conducted with cadaver bones. Computed tomography (CT) is an increasingly popular method due to its ease of use, reconstruction opportunities, and lower impact of age bias and provides a modern data source. Even when parameters obtained with different or same bones are missing, machine learning (ML) algorithms allow the use of statistical methods to predict gender. This study was carried out in order to obtain high accuracy in estimating gender with the pelvis skeleton by integrating ML algorithms, which are used extensively in the field of engineering, in the field of health. Material and Methods: In the present study, pelvic CT images of 300 healthy individuals (150 females, 150 males) between the ages of 25 and 50 (the mean female age = 40, the mean male age = 37) were transformed into orthogonal images, and landmarks were placed on promontory, iliac crest, sacroiliac joint, anterior superior iliac spine, anterior inferior iliac spine, terminal line, obturator foramen, greater trochanter, lesser trochanter, femoral head, femoral neck, body of femur, ischial tuberosity, acetabulum, and pubic symphysis, and coordinates of these regions were obtained. Four groups were formed based on various angle and length combinations obtained from these coordinates. These four groups were analyzed with ML algorithms such as Logistic Regression, Linear Discriminant Analysis (LDA), Random Forest, Extra Trees Classifier, and ADA Boost Classifier. Results: In the analysis, it was determined that the highest accuracy was 0.96 (sensitivity 0.95, specificity 0.97, Matthew's Correlation Coefficient 0.93) with LDA. Discussion and Conclusion: The use of length and angle measurements obtained from the pelvis showed that the LDA model was effective in estimating gender.","PeriodicalId":50010,"journal":{"name":"Journal of the Anatomical Society of India","volume":"71 1","pages":"204 - 209"},"PeriodicalIF":0.4,"publicationDate":"2022-07-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"45025753","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":4,"RegionCategory":"医学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 1
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