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Artificial intelligence in healthcare; its knowledge, practice, and perception among medical personnel in the developing economy 医疗保健中的人工智能;发展中经济体中医务人员的知识、实践和认知
Pub Date : 1900-01-01 DOI: 10.4103/JRMT.JRMT_1_20
E. Robinson
Background: The world is remodeling with the emergence of the most revolutionary technological advancement called artificial intelligence (AI). The study is to evaluate the knowledge, practice, and perception of AI in healthcare among care providers. Methodology: A descriptive, prospective design was adopted over a period of 8 months using a well-structured, self-administered questionnaire administered to medical practitioners. A total of 510 questionnaires out of 525 administered were retrieved immediately after completion. The responses were collated and analyzed using SPSS version 21.0 in line with the study objectives. The data were presented orderly in frequency tables and charts. Results: Male constituted 59.02%, while the female was 40.98%. The mean (±standard deviation) age of the respondents is 45.88 ± 10.26 years. 21.18% of the respondents are consultants, 42.35% are resident doctors while 9.22% are medical officers and 27.25% constituting interns. 94.31% of the respondents know about AI, and the internet has been the main source (89.32%). Majorities know that AI is applied in radiology (96.50%) and surgery (94.05%). Four hundred and thirty-seven (91.81%) responded that there was no form of AI in their facilities and are willing to be trained. Two hundred and sixty-eight (55.83%) agreed that AI would improve healthcare services, while 43.66% of the respondents thought that it will eliminate the human factor. Poor knowledge of information technology, absence of legislation, and promotion of self-medication were the anticipated challenges. Conclusion: Little is known about AI use in pathology, drug-dispensing, and nursing care. There is no AI practice in this environment, but physicians are willing to embrace AI. The fear of eliminating the human factor and cause job loss remained a concern. Training and legislation to regulate AI use are recommended to improve the knowledge, practice, and perception of AI among medical personnel in the developing world.
背景:随着最具革命性的技术进步——人工智能(AI)的出现,世界正在重塑。该研究旨在评估医疗保健提供者对人工智能的知识、实践和认知。方法:采用描述性、前瞻性设计,为期8个月,采用结构良好、自我管理的问卷调查给医生。525份问卷中的510份在完成后立即被收回。根据研究目标,使用SPSS 21.0版本对回复进行整理和分析。数据以频率表和图表的形式有序呈现。结果:男性占59.02%,女性占40.98%。受访者的平均(±标准差)年龄为45.88±10.26岁。21.18%的受访者是顾问医生,42.35%是住院医生,9.22%是医务人员,27.25%是实习生。94.31%的受访者了解人工智能,其中互联网是主要来源(89.32%)。大多数人知道AI应用于放射学(96.50%)和外科(94.05%)。437家(91.81%)的受访者表示,他们的设施中没有任何形式的人工智能,并愿意接受培训。68%(55.83%)的受访者认为人工智能将改善医疗服务,43.66%的受访者认为人工智能将消除人为因素。信息技术知识贫乏、立法缺失和自我药疗的推广是预期的挑战。结论:人工智能在病理、调剂和护理中的应用尚不清楚。在这种环境中没有人工智能实践,但医生愿意接受人工智能。对消除人为因素和造成失业的恐惧仍然是一个问题。建议通过培训和立法来规范人工智能的使用,以提高发展中国家医务人员对人工智能的认识、实践和认知。
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引用次数: 4
Computerized tomographic brain findings in HIV/AIDS patients on highly active antiretroviral therapy treatment presenting with central nervous system manifestations in Gombe, North-East, Nigeria 在尼日利亚东北部贡贝,接受高活性抗逆转录病毒治疗的艾滋病毒/艾滋病患者出现中枢神经系统表现的计算机断层扫描脑结果
Pub Date : 1900-01-01 DOI: 10.4103/JRMT.JRMT_3_20
P. Ibinaiye, S. Olarinoye-Akorede, Suleiman Sa'ad, N. Tahir, Sahkir Muhammad Balogun, A. Usman, A. Ali-gombe, S. Garko, Dahiru M Yunsa, Timothy Y Umoru, B. Usman, U. Abdulaziz
Background: Despite the current availability of highly active antiretroviral therapy (HAART) in our hospital, neurologic complications of HIV still occur. Aim: The aim of this study was to document brain computed tomography (CT) findings in HIV patients receiving HAART who developed neurological complications and to examine the relationship of these findings with CD4 cell counts. Materials and Methods: Twenty patients with central nervous system symptoms out of 200 HIV/AIDS patients receiving HAART at the HIV Clinic of Federal Teaching Hospital, Gombe, were retrospectively studied. The findings were reviewed alongside their clinical features, CD4+ count, and HAART history. Results: CT findings were positive in 12 (60%) of the patients, while no abnormality was seen in 8 (40%) of the patients. The most common brain abnormality was atrophy (35%). Two out of 5 patients (40%) with CD4 counts >200 had abnormal CT findings compared with 9 out of 14 patients (64%) with CD4 counts
背景:尽管目前在我院有高效抗逆转录病毒治疗(HAART),但HIV的神经系统并发症仍时有发生。目的:本研究的目的是记录接受HAART治疗并出现神经系统并发症的HIV患者的脑计算机断层扫描(CT)结果,并检查这些结果与CD4细胞计数的关系。材料与方法:回顾性研究在贡贝联邦教学医院艾滋病门诊接受HAART治疗的200例艾滋病患者中20例出现中枢神经系统症状的患者。研究结果与他们的临床特征、CD4+计数和HAART史一起进行了回顾。结果:12例(60%)患者CT表现为阳性,8例(40%)患者未见异常。最常见的脑异常是萎缩(35%)。CD4计数>200的5例患者中有2例(40%)CT表现异常,而CD4计数>200的14例患者中有9例(64%)CT表现异常
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引用次数: 0
Setting up a sustainable interventional radiology practice in a resource-limited environment: Steps to note, challenges, and strategies 在资源有限的环境中建立可持续的介入放射学实践:需要注意的步骤、挑战和策略
Pub Date : 1900-01-01 DOI: 10.4103/jrmt.jrmt_11_21
O. Olowoyeye, KofoO Soyebi, O. Omidiji, A. Adeyomoye, N. Irurhe, H. Ninalowo
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引用次数: 0
A case report of transperineal ultrasound-guided prostate biopsy in Benin City 贝宁市经会阴超声引导前列腺活检1例
Pub Date : 1900-01-01 DOI: 10.4103/jrmt.jrmt_8_22
BlessingOse-Emenim Igbinedion, F. Ehigiamusoe, A. Ogbeide
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引用次数: 0
Breast cancer in relation to gynecological risk factors among women in Southeast Nigeria 尼日利亚东南部妇女患乳腺癌与妇科危险因素的关系
Pub Date : 1900-01-01 DOI: 10.4103/jrmt.jrmt_3_22
U. Ebubedike, BrendaChijioke I. Nwammuo, E. Umeh, Chinekwu Nwosu, Kelechi Elendu, Chijioke N Umeokafor
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引用次数: 0
Sonographic assessment of the prevalence of gall bladder abnormalities in children with sickle cell disease in Kano, Nigeria 超声评估尼日利亚卡诺镰状细胞病儿童胆囊异常患病率
Pub Date : 1900-01-01 DOI: 10.4103/JRMT.JRMT_6_20
M. Saleh, Aliyu Mohammed El-Habeeb, K. Isyaku
Background: The gall bladder is one of the abdominal organs that are frequently affected in sickle cell disease. This results from chronic hemolysis with its accelerated bilirubin turnover, which leads to a high incidence of gall bladder diseases. Ultrasonography is a cost-effective and noninvasive modality that permits a quick evaluation of the gall bladder in patients with sickle cell anemia. Objectives: The aim of this study was to evaluate changes in gall bladder in children with sickle cell anemia using ultrasonography. Materials and Methods: This prospective study was conducted in the department of radiology, Aminu Kano Teaching Hospital, Kano (AKTH). One hundred children with sickle cell anemia and age and sex-cross-matched 100 healthy controls aged 15 years and below were recruited for this study, (in accordance with what is obtainable at AKTH, Kano). The examination was performed using an ultrasound machine equipped with a 3.5 MHz curvilinear ultrasound transducer. The gall bladder changes that were assessed include cholelithiasis, cholecystitis, biliary sludge, and volume. Results: From the 100 children scanned, there were 68 (68%) males and 32 (32%) females in each of the study groups, with an age range of 2–15 years. The mean age of the cases and controls was 9.63 ± 3.79 years and 8.49 ± 3.39 years, respectively (P = 0.024). Among the patients; 19 (19%) had cholecystitis, 9 (9%) had gallstones and 8 (8%) had biliary sludge, with no detectable abnormality in the controls. Conclusion: The ultrasonographic prevalence of gallbladder abnormality is higher in patients with sickle cell anemia when compared to normal healthy controls showing increased prevalence with age.
背景:胆囊是镰状细胞病常见的腹部脏器之一。这是由于慢性溶血加速胆红素转换,导致胆囊疾病的高发。超声检查是一种具有成本效益和非侵入性的方法,可以快速评估镰状细胞性贫血患者的胆囊。目的:本研究的目的是利用超声检查评估镰状细胞性贫血儿童胆囊的变化。材料与方法:本前瞻性研究在卡诺明野教学医院放射科进行。本研究招募了100名患有镰状细胞性贫血的儿童,年龄和性别交叉匹配的100名15岁及以下的健康对照者(根据卡诺AKTH可获得的数据)。使用配备3.5 MHz曲线超声换能器的超声机进行检查。评估的胆囊改变包括胆石症、胆囊炎、胆道污泥和体积。结果:在扫描的100名儿童中,每个研究组有68名(68%)男性和32名(32%)女性,年龄范围为2-15岁。病例和对照组的平均年龄分别为9.63±3.79岁和8.49±3.39岁(P = 0.024)。患者中;19例(19%)患有胆囊炎,9例(9%)患有胆结石,8例(8%)患有胆道淤泥,对照组中未发现异常。结论:镰状细胞性贫血患者胆囊异常的超声检出率高于正常健康人,且随年龄增长而增高。
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引用次数: 0
Prevalence and sonographic patterns of uterine fibroid among women of reproductive age in Jos, Plateau state, Nigeria 在乔斯,高原州,尼日利亚育龄妇女子宫肌瘤的患病率和超声模式
Pub Date : 1900-01-01 DOI: 10.4103/jrmt.jrmt_6_21
C. Ukaonu
Background: Uterine leiomyoma represents a major public health problem and is regarded as the most common benign gynecologic tumors affecting premenopausal women. It is associated with considerable morbidity and hospitalization. Objectives: This research was carried out to establish the prevalence and sonographic characteristics of uterine leiomyoma as well as the histological diagnosis of the tumour among Nigerian women of reproductive age living in Jos Plateau State. Methodology: This is a prospective cross-sectional hospital based study in which 295 women of the age between 20 years to 50 years was recruited randomly after obtaining an informed consent from each. Abdomino-pelvic ultrasound scan was performed on each participant using a GE Logic 5 machine fitted with 3.5MHz probe with emphasis on the location, number and characterization of uterine leiomyoma(s); thereafter trans-vaginal ultrasound scan using 7.5MHz frequency probe, was done for the subjects that have uterine fibroid for better delineation and location of the mass(es), followed by Sonohysterography where necessary to ascertain its/their location(s). The histologic findings/diagnosis of the tumour post surgery for those who had myomectomy in course of the study was correlated to the sonographic diagnosis. The number of fibroid nodules, location in the uterus, sonographic patterns, classification and histological diagnosis were assessed descriptively and inferentially using the Statistical Package for Social Scientists version 20 (SPSS20). The results were presented in form of tables and charts. RESULTS: The mean age for the participants was 32.66+7.66 years ranging from 21 to 50 years. The mean age of the sonographically confirmed fibroid cases was 34.99+6.79 years with a range of 21 to 48 years.The study indicated that 28.33% (83/295) of the subjects had fibroid; the highest prevalence (49.7%) of the fibroid case occurred among women in their fourth decade and the lowest (8.4%) at the extremes of reproductive age. A significant positive association (P=0.043) between nulliparity and the presence of fibroid was noted. The average number of fibroid nodules and volume of the largest nodule were estimated as, 2.76+1.93 and 344+69.24cm3respectively; 57.80% of the fibroid were intramural with only 9.6% been submucosal. Most (86.70%) of the fibroids were located within the uterine corpus and the most common (38.6%) sonographic pattern of the nodules was hypoechoic. The histological findings post myomectomy for those that had surgery in the course of the study showed no evidence of malignant transformation. Conclusion: The prevalence and sonographic pattern of leiomyoma among women of reproductive age in Jos have been assessed; it was found that characteristics of the fibroid and its location determine the clinical presentation and possibly the reproductive outcome of the patient; this could help in appropriate management of cases in the North-Central or the whole nation.
背景:子宫平滑肌瘤是影响绝经前妇女最常见的妇科良性肿瘤,是一个重大的公共卫生问题。它与相当高的发病率和住院率有关。目的:本研究旨在了解尼日利亚乔斯高原州育龄妇女子宫平滑肌瘤的患病率、超声特征以及肿瘤的组织学诊断。方法:这是一项基于医院的前瞻性横断面研究,在获得每位患者的知情同意后,随机招募295名年龄在20至50岁之间的女性。使用配备3.5MHz探头的GE Logic 5机器对每位参与者进行腹盆腔超声扫描,重点检查子宫平滑肌瘤的位置、数量和特征;之后,使用7.5MHz频率探头对子宫肌瘤患者进行经阴道超声扫描,以更好地描绘肿块的位置,然后在必要时进行超声宫腔镜检查以确定其位置。在研究过程中进行子宫肌瘤切除术的患者术后肿瘤的组织学发现/诊断与超声诊断相关。使用社会科学家统计软件包第20版(SPSS20)对子宫肌瘤数量、子宫位置、超声模式、分类和组织学诊断进行描述性和推断性评估。结果以表格的形式呈现出来。结果:参与者的平均年龄为32.66+7.66岁,年龄从21岁到50岁不等。超声确诊肌瘤的平均年龄为34.99+6.79岁,年龄范围21 ~ 48岁。研究表明28.33%(83/295)的受试者存在肌瘤;子宫肌瘤病例的最高患病率(49.7%)发生在第四个十年的妇女中,最低患病率(8.4%)发生在生育年龄的极端。未生育与子宫肌瘤存在显著正相关(P=0.043)。估计肌瘤结节的平均数目和最大结节的体积分别为2.76+1.93和344+69.24cm3;57.80%的肌瘤位于壁内,仅9.6%位于粘膜下。大多数(86.70%)肌瘤位于子宫体内,结节的超声表现为低回声(38.6%)。在研究过程中,子宫肌瘤切除术后的组织学结果显示,没有恶性转化的证据。结论:掌握了乔斯县育龄妇女平滑肌瘤的患病率及超声特征;发现肌瘤的特征及其位置决定了患者的临床表现和可能的生殖结局;这将有助于对中北部或整个国家的病例进行适当管理。
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引用次数: 1
Computerized tomographic patterns of intracranial tumors in Northwest Nigeria 尼日利亚西北部颅内肿瘤的计算机断层扫描模式
Pub Date : 1900-01-01 DOI: 10.4103/JRMT.JRMT_34_20
S. Aliyu, P. Ibinaiye, Nuhu Dung Chom, A. Jimoh, Muhammed Ibrahim, Okafor Kingsley
Background: Brain tumors are among the most challenging disorders encountered worldwide. Early and accurate diagnosis is essential for the management of these tumors. Different patterns of distribution of intracranial tumors have been described in various regions of the world, with previous reports in Africa suggesting that brain tumors were uncommon. This relative rarity has been attributed to low detection due to lack of neurosurgical and advanced neuroimaging facilities previously, a limitation that has now been gradually surmounted with the establishment of neurosurgical and more advanced radiological facilities on the continent. Objectives: The objective of this study is to describe the current pattern of intracranial tumors on computed tomography (CT) scan seen in Ahmadu Bello University Teaching Hospital (ABUTH) Zaria, Northwest Nigeria. Methods: This is a retrospective study of CT images of 60 patients of all age groups diagnosed with brain tumors between January 2015 and December 2019. The CT scans of the brain were performed using General Electric Hi-Speed NX/i dual-slice CT scanner (Germany). The age, sex, diagnosis using the WHO histological, and the pattern on CT were recorded, and data were analyzed using Statistical Package for the Social Sciences version 22.0, ARMONK, NY, USA 2013. Only cases with conclusive histology diagnosis were analyzed. This study was approved by the Health Research Ethics Committee of the ABUTH, Zaria (approval Number ABUTH/HREC/M36/2015), on January 23, 2015, before commencement. Results: In the 60 cases of brain tumors studied, patients' age range was 6 months–65 years, with a peak in the fourth and fifth decades of life (accounting for 38.3%). The mean age was 33.04 years ± 17.73 standard deviation. There was equal occurrence among males and females. About 96.7% of the tumors were primary and 3.7% secondary tumors; meningioma (MEN) (45%) was the most common tumor seen. About 45% of the cases were extra-axial, while 55% were intra-axial. Most (81.67%) of the tumors were located in the supratentorial region, while 18.33% were infratentorial. Headache (75%) and visual impairment (53.3%) were the most frequent clinical presentations. Conclusion: MEN was the most common tumor type seen in this study. This corroborates most studies in Nigeria and other African countries but contradicts some studies among Caucasians that showed glioma to be more common. This affirms that racial factors and environmental influence could have significant effects on the pattern of diseases. The results of this study will provide useful data on the pattern of brain tumors in this environment.
背景:脑肿瘤是世界范围内最具挑战性的疾病之一。早期和准确的诊断对于这些肿瘤的治疗至关重要。颅内肿瘤在世界不同地区的分布模式不同,以前在非洲的报告表明脑肿瘤并不常见。这种相对罕见的情况是由于以前缺乏神经外科和先进的神经影像学设施而导致的低检出率,现在随着神经外科和更先进的放射学设施的建立,这一限制已逐渐被克服。目的:本研究的目的是描述尼日利亚西北部扎里亚Ahmadu Bello大学教学医院(ABUTH)颅内肿瘤的计算机断层扫描(CT)的当前模式。方法:回顾性分析2015年1月至2019年12月诊断为脑肿瘤的各年龄组60例患者的CT图像。颅脑CT扫描采用德国通用电气高速NX/i双排CT扫描仪。记录患者的年龄、性别、WHO组织学诊断和CT表现,并使用Statistical Package for The Social Sciences version 22.0, ARMONK, NY, USA 2013对数据进行分析。仅分析组织学诊断为结论性的病例。本研究于2015年1月23日获得Zaria ABUTH卫生研究伦理委员会批准(批准号ABUTH/HREC/M36/2015),开始研究。结果:60例脑肿瘤患者年龄范围为6个月~ 65岁,以40岁、50岁居多(占38.3%)。平均年龄为33.04岁±17.73标准差。在男性和女性中发病率相等。原发肿瘤占96.7%,继发肿瘤占3.7%;脑膜瘤(MEN)(45%)是最常见的肿瘤。约45%的病例为轴外,55%为轴内。81.67%的肿瘤位于幕上区,18.33%的肿瘤位于幕下区。头痛(75%)和视力障碍(53.3%)是最常见的临床表现。结论:MEN是本研究中最常见的肿瘤类型。这证实了尼日利亚和其他非洲国家的大多数研究,但与一些在白种人中显示神经胶质瘤更常见的研究相矛盾。这证实,种族因素和环境影响可能对疾病的模式产生重大影响。这项研究的结果将为这种环境下脑肿瘤的模式提供有用的数据。
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引用次数: 0
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Journal of Radiation Medicine in the Tropics
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