Computed tomography medical image analysis of basketball players' bone geometry / Análise de imagens médicas por tomografia computadorizada da geometria óssea de jogadores de basquete / Análisis de imágenes médicas por tomografía computarizada de la geometría ósea de jugadores de baloncesto

ABSTRACT Introduction: Basketball sports will effect on the morphology and structure of the hand bones and joints. Objective: The article selected nine professional basketball players (basketball group) and 11 non-basketball players (control group) in the provincial youth team. A 64-row spiral computed tomography scan was used to scan the wrist and three-dimensional reconstruction. The volume of each carpal bone and the computed tomography value (bone density) were measured. Methods: To explore the influence of basketball sports on the hand bones and joints' morphological structure, the paper analyzes the structural characteristics of the computed tomography images of young male basketball players' wrist bones. Results: Compared with the carpal bones in the control group, the volume of the right navicular bone and the small polygonal bone, the left-hand navicular bone, the large triangular bone, and the small polygonal bone in the basketball group increased significantly (P<0.05). Conclusions: Basketball can increase the volume of the part of the wrist bones of adolescent male athletes and reduce the bone density; the morphological structure of the non-smashing wrist bones of basketball players has similar changes to that of the spikers. Level of evidence II; Therapeutic studies - investigation of treatment results.

RESUMO Introdução: O basquetebol afetará a morfologia e a estrutura dos ossos e articulações da mão. Objetivo: o artigo selecionou nove jogadores profissionais de basquete (grupo de basquete) e 11 não jogadores de basquete (grupo de controle) da equipe juvenil da província. Uma tomografia computadorizada espiral de 64 linhas foi usada para digitalizar o punho e a reconstrução tridimensional. O volume de cada osso do carpo e o valor da tomografia computadorizada (densidade óssea) foram medidos. Métodos: Para explorar a influência dos esportes de basquete sobre os ossos da mão e a estrutura morfológica das articulações, o artigo analisa as características estruturais das imagens de tomografia computadorizada de ossos do punho de jovens jogadores de basquete do sexo masculino. Resultados: Em comparação com os ossos do carpo no grupo de controle, o volume do osso navicular direito e o osso poligonal pequeno, o osso navicular esquerdo, o osso triangular grande e o osso poligonal pequeno no grupo de basquete aumentaram significativamente (P <0,05). Conclusões: O basquete pode aumentar o volume dos ossos do punho de atletas adolescentes do sexo masculino e reduzir a densidade óssea; a estrutura morfológica dos ossos do pulso que não se quebram em jogadores de basquete tem mudanças semelhantes às dos espigões. Nível de evidência II; Estudos terapêuticos- investigação dos resultados do tratamento.

RESUMEN Introducción: el baloncesto afectará la morfología y la estructura de los huesos y articulaciones de la mano. Objetivo: El artículo seleccionó nueve jugadores de baloncesto profesionales (grupo de baloncesto) y 11 jugadores no baloncesto (grupo de control) en el equipo juvenil provincial. Se utilizó una tomografía computarizada en espiral de 64 filas para escanear la muñeca y la reconstrucción tridimensional. Se midieron el volumen de cada hueso del carpo y el valor de la tomografía computarizada (densidad ósea). Métodos: Para explorar la influencia de los deportes de baloncesto en la estructura morfológica de los huesos de la mano y las articulaciones, el artículo analiza las características estructurales de las imágenes de tomografía computarizada de los huesos de la muñeca de los jóvenes jugadores de baloncesto. Resultados: En comparación con los huesos del carpo en el grupo de control, el volumen del hueso navicular derecho y el hueso poligonal pequeño, el hueso navicular izquierdo, el hueso triangular grande y el hueso poligonal pequeño en el grupo de baloncesto aumentaron significativamente (P <0,05). Conclusiones: El baloncesto puede aumentar el volumen de los huesos de la muñeca de los deportistas varones adolescentes y reducir la densidad ósea; la estructura morfológica de los huesos de las muñecas que no se rompen de los jugadores de baloncesto tiene cambios similares a los de los atacantes. Nivel de evidencia II; Estudios terapéuticos- investigación de los resultados del tratamiento.

Automated assessment of developmental levels of epiphysis by support vector machine / 法医学杂志

OBJECTIVE@#To realize the automated assessment of the levels of epiphysis of distal radius and ulna by support vector machine (SVM).@*METHODS@#The X-ray films of the left wrist joints were taken from 140 teenagers aged from 11 to 19 years old as training samples. The levels of epiphysis of distal radius and ulna were divided into five developmental levels. Each level contained 28 samples. Another 35 cases were selected as independent verifying samples. SVM classification models of the five developmental levels of epiphysis of distal radius and ulna were established. The internal cross validation was made by leave one out cross validation (LOOCV), while the external validation was made by histogram of oriented gradient (HOG), and then the accuracy (PA) of testing results was calculated, respectively.@*RESULTS@#The PA of SVM, LOOCV and HOG of distal radius epiphyseal level were 100%, 78.6%, and 82.8%, respectively; whereas the PA of SVM, LOOCV and HOG of distal ulna epiphyseal level were 100.0%, 80.0% and 88.6%, respectively.@*CONCLUSION@#The SVM-based automatic models of the growth stage of distal ra- dius and ulna appear to have certain feasibility, and may provide a foundation for software development of bone age assessment by forensic medicine.