Directional-TV algorithm for image reconstruction from limited-angular-range data

Investigation of image reconstruction from data collected over a limited-angular range in X-ray CT remains a topic of active research because it may yield insight into the development of imaging workflow of practical significance. This reconstruction problem is well-known to be challenging, however, because it is highly ill-conditioned. In the work, we investigate optimization-based image reconstruction from data acquired over a limited-angular range that is considerably smaller than the angular range in short-scan CT. We first formulate the reconstruction problem as a convex optimization program with directional total-variation (TV) constraints applied to the image, and then develop an iterative algorithm, referred to as the directional-TV (DTV) algorithm for image reconstruction through solving the optimization program. We use the DTV algorithm to reconstruct images from data collected over a variety of limited-angular ranges for breast and bar phantoms of clinical- and industrial-application relevance. The study demonstrates that the DTV algorithm accurately recovers the phantoms from data generated over a significantly reduced angular range, and that it considerably diminishes artifacts observed otherwise in reconstructions of existing algorithms. We have also obtained empirical conditions on minimal-angular ranges sufficient for numerically accurate image reconstruction with the DTV algorithm.     

Measuring Psychological Inflexibility of Suicidal Thoughts: The Acceptance and Action Questionnaire for Suicidal Ideation (AAQ-SI)

Cognitive Therapy and Research - Despite interest in psychological inflexibility as a marker of suicide risk, no measure of psychological inflexibility specific to SI exists. The present study...     

生物信息学在肝细胞癌风险预测中的应用

生物信息学是一门交叉科学,通过综合运用数学、计算机科学和生物学的各种工具,来阐明和理解大量生物数据所包含的生物学意义。随着基因组学测序技术的不断发展,产生大量的生物学数据资源,从大数据中挖掘所蕴藏的生物学意义,已成为了当前亟待解决的主要任务之一。本文主要归纳总结基于特征基因的肝癌风险预测模型,为肝癌的早期检测、预后和治疗方案的优化提供新观点。     

单侧外固定治疗重度Pilon骨折的临床疗效探究

目的探讨单侧外固定治疗重度Pilon骨折的临床疗效。方法回顾性分析2017年6月-2018年12月南京中大医院江北院区骨科收治的重度Pilon骨折患者100例,男性54例,女性46例;年龄18~65岁,平均35.5岁;Ruedi-AllgowerⅡ型39例,Ⅲ型61例。按照不同固定方法分为常规固定组和单侧外固定组,各50例,比较两组患者住院时间、完全负重下地时间、骨折愈合时间,评价治疗前及治疗后3个月踝关节活动度、踝关节功能恢复情况、疼痛程度,并统计患者的治疗效果及并发症发生情况。结果单侧外固定组住院时间、完全负重下地时间、骨折愈合时间分别为(16.50±1.50)d、(132.56±10.25)d、(14.16±0.69)周,均短于常规固定组(19.25±2.35)d、(198.65±16.58)d、(17.58±1.50)周(t/P=6.975/0.001、23.970/0.001、14.650/0.001)。治疗后3个月,单侧外固定组踝关节Mazur评分为(85.67±6.59)分,显著高于常规固定组(62.78±3.45)分,VAS评分为(2.23±0.36)分,低于常规固定组(4.59±0.89)分(t/P=21.760/0.001、17.380/0.001);单侧外固定组患者踝关节活动度分别为(17.29±0.16)°、(28.36±1.23)°、(19.68±0.16)°、(16.89±2.12)°,均高于常规固定组(10.62±1.25)°、(21.57±2.58)°、(14.36±1.62)°、(14.25±0.57)°(t/P=37.430/0.001、16.800/0.001、23.110/0.001、8.503/0.001)。单侧外固定组治疗优良率为90.00%,显著高于常规固定组74.00%(χ^2/P=4.336/0.037)。单侧外固定组总并发症发生率为4.00%,显著低于常规固定组的18.00%(χ^2/P=5.005/0.025)。结论单侧外固定支架治疗重度Pilon骨折可有效减轻患者疼痛症状,提高患者踝关节活动度,恢复患者功能,治疗效果显著,安全性较高。