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Knowledge, attitudes and current practices regarding LI-RADS®: A survey from 14 countries in sub-Saharan Africa. 关于LI-RADS®的知识、态度和当前做法:一项来自撒哈拉以南非洲14个国家的调查。
IF 0.9 Q4 RADIOLOGY, NUCLEAR MEDICINE & MEDICAL IMAGING Pub Date : 2026-02-23 eCollection Date: 2026-01-01 DOI: 10.4102/sajr.v30i1.3367
Rajshree Segobin, Dale Creamer, Rufaida Khan, Eduard Jonas, Sanju Sobnach, Sulaiman Moosa

Background: Hepatocellular carcinoma (HCC) is highly prevalent in sub-Saharan Africa (SSA). LI-RADS® is a standardised system for imaging-based diagnosis and characterisation of HCC.

Objectives: This study assessed knowledge, attitudes and current practices related to LI-RADS in SSA, with a view to identifying barriers to its utilisation and informing targeted educational interventions.

Method: A 21-item anonymous electronic questionnaire was distributed to medical professionals in SSA using the SurveyMonkey online platform. Knowledge, attitudes and current practices regarding LI-RADS® were assessed. Data were analysed using descriptive statistics, and comparisons were made between radiologists and non-radiologists.

Results: There were 134 respondents from 14 of the 34 SSA countries. Radiologists significantly outperformed non-radiologists in LI-RADS® knowledge, particularly regarding its purpose (65.6% vs 38.2%, p = 0.0007), arterial phase hyperenhancement definition (90.3% vs 59.8%, p = 0.004) and size criteria (77.4% vs 45.1%, p = 0.003) for diagnosing hepatocellular carcinoma (HCC). However, 43.8% of radiologists and 63.4% of non-radiologists did not recognise the limitations of LI-RADS®. Only 34.3% stated that LI-RADS® was their reporting standard and 29.1% of the respondents indicated that less than 25% of their radiological reports adhered to LI-RADS®. The majority (78.3%) of participants stated they preferred radiology reports for high-risk liver lesions to be LI-RADS®-standardised. The two main barriers to adopting LI-RADS® included lack of consistency (44.8%) and unfamiliarity with the reporting system (27.6%).

Conclusion: Although LI-RADS® remains the preferred reporting system for HCC, there are significant gaps in its knowledge and implementation across SSA.

Contribution: This survey highlights the needs for targeted educational initiatives and improved training to enhance the adoption and use of LI-RADS® in SSA.

背景:肝细胞癌(HCC)在撒哈拉以南非洲(SSA)非常普遍。LI-RADS®是一种基于影像学诊断和HCC特征的标准化系统。目的:本研究评估了SSA中与LI-RADS相关的知识、态度和当前实践,以确定其使用的障碍并为有针对性的教育干预提供信息。方法:采用SurveyMonkey在线调查平台向SSA医疗专业人员发放21项匿名电子问卷。对LI-RADS®的知识、态度和现行做法进行了评估。使用描述性统计分析数据,并在放射科医生和非放射科医生之间进行比较。结果:来自34个SSA国家中的14个国家的134名受访者。放射科医生在LI-RADS®知识方面明显优于非放射科医生,特别是在诊断肝细胞癌(HCC)的目的(65.6%对38.2%,p = 0.0007)、动脉期高增强定义(90.3%对59.8%,p = 0.004)和大小标准(77.4%对45.1%,p = 0.003)方面。然而,43.8%的放射科医生和63.4%的非放射科医生没有认识到LI-RADS的局限性。只有34.3%的受访者表示LI-RADS®是他们的报告标准,29.1%的受访者表示不到25%的放射学报告遵循LI-RADS®。大多数(78.3%)的参与者表示,他们更喜欢LI-RADS®标准化的高危肝病变放射学报告。采用LI-RADS®的两个主要障碍包括缺乏一致性(44.8%)和不熟悉报告系统(27.6%)。结论:尽管LI-RADS®仍然是HCC的首选报告系统,但在SSA的知识和实施方面存在显着差距。贡献:这项调查强调了有针对性的教育活动和改进培训的需求,以提高LI-RADS®在SSA的采用和使用。
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引用次数: 0
Score to scan: Is there a link between Glasgow Coma Scale score and CT neuroimaging findings in trauma? 评分到扫描:创伤患者格拉斯哥昏迷评分与CT神经影像学表现之间是否存在联系?
IF 0.9 Q4 RADIOLOGY, NUCLEAR MEDICINE & MEDICAL IMAGING Pub Date : 2026-02-20 eCollection Date: 2026-01-01 DOI: 10.4102/sajr.v30i1.3304
Kavishka Sewnarain, Shalendra K Misser, Jaynund Maharajh, S Sameer Nadvi

Background: Many South African peripheral medical centres lack direct access to CT scans or neurosurgery. The Glasgow Coma Scale (GCS), used with or without other findings, remains widely utilised in traumatic brain injury (TBI) assessments with lack of standardisation between centres. There is limited data from South Africa (SA) correlating GCS scores to CT imaging in TBI.

Objectives: This study aimed to assess CT findings at various GCS levels to determine whether GCS was a reliable indicator for imaging and referral.

Method: A retrospective review of 385 patients categorised with mild, moderate or severe TBI was performed. The initial non-sedated post-resuscitation GCS score and initial CT brain findings were compared using the chi-square and Fisher's exact tests.

Results: Increased intracranial pressure and subdural haemorrhage occurred in 41.7% and 53.7% of patients with GCS 9-12, respectively, and 30.5% and 41.4% of patients with GCS 13-15, respectively. The highest incidence of depressed skull fractures (51.3%; 95% confidence interval [CI], 43.2-59.3%; p < 0.001) and pneumocephalus (25.6%; 95% CI, 42.2-56.4; p < 0.001) were reported in the CGS 13-15 category. Neurosurgical intervention was required in 83.2% and 73.0% of patients with GCS scores of 9-12 and 13-15, respectively.

Conclusion: The severe category of GCS predicts imaging and neurosurgery requirements while the mild to moderate categories underpredict the need for patient referral.

Contribution: This study provides rationale for the development of a local, standardised assessment tool to guide referral of TBI patients for imaging in resource-limited settings.

背景:许多南非外围医疗中心缺乏直接的CT扫描或神经外科。格拉斯哥昏迷量表(GCS),无论有无其他发现,仍然广泛应用于创伤性脑损伤(TBI)评估,各中心之间缺乏标准化。来自南非(SA)的有限数据将GCS评分与TBI的CT成像相关联。目的:本研究旨在评估不同GCS水平的CT表现,以确定GCS是否为影像学和转诊的可靠指标。方法:对385例轻度、中度和重度脑外伤患者进行回顾性分析。使用卡方检验和Fisher精确检验比较复苏后非镇静初始GCS评分和初始CT脑结果。结果:GCS 9-12组患者颅内压升高和硬膜下出血发生率分别为41.7%和53.7%,GCS 13-15组患者分别为30.5%和41.4%。在CGS 13-15组中,颅骨凹陷性骨折发生率最高(51.3%,95%可信区间[CI], 43.2-59.3%, p < 0.001),脑气发生率最高(25.6%,95% CI, 42.2-56.4, p < 0.001)。GCS评分为9-12分和13-15分的患者中,分别有83.2%和73.0%的患者需要神经外科干预。结论:GCS严重分类预测影像学和神经外科需求,轻、中度分类低估患者转诊需求。贡献:本研究为开发本地标准化评估工具提供了理论依据,以指导资源有限的TBI患者转诊进行影像学检查。
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引用次数: 0
Multimodal imaging in conductive hearing loss: Optimising CT, MRI and CTA for accurate diagnosis and management. 传导性听力损失的多模态成像:优化CT, MRI和CTA的准确诊断和管理。
IF 0.9 Q4 RADIOLOGY, NUCLEAR MEDICINE & MEDICAL IMAGING Pub Date : 2026-02-12 eCollection Date: 2026-01-01 DOI: 10.4102/sajr.v30i1.3278
Athanasios Vlachodimitropoulos, Michail Athanasopoulos, Afroditi Lepida, Pinelopi Samara, Ioannis E Papachristos, Theodoros Stathas, Spyridon Lygeros, Georgios Batsaouras

Conductive hearing loss (CHL) results from impaired mechanical transmission of sound through the external or middle ear and is commonly associated with conditions such as otosclerosis, cholesteatoma, ossicular discontinuity, congenital malformations and trauma. Less frequently, it may arise from vascular or neoplastic lesions. Imaging plays a central role in the evaluation of CHL, with high-resolution CT (HRCT) regarded as the gold standard for initial assessment because of its superior spatial resolution in detecting bony pathologies, including fenestral otosclerosis, ossicular chain defects, third-window lesions and trauma-related disruptions. MRI complements HRCT by providing excellent soft tissue contrast, facilitating the detection of postoperative cholesteatoma via non-echo-planar diffusion-weighted imaging and the characterisation of vascular tumours such as glomus tympanicum. CT angiography (CTA), while not routinely indicated, can be valuable for identifying vascular anomalies and aiding surgical planning in selected cases. Technical considerations, such as optimised scan parameters, strategies for radiation dose reduction in paediatric patients and the integration of multiple imaging modalities, are essential for accurate diagnosis and effective treatment planning. Collectively, HRCT, MRI and CTA provide a structured, evidence-based framework for the comprehensive evaluation and management of CHL.

Contribution: This review synthesises current evidence on HRCT, MRI and CTA in the assessment of CHL, emphasising their complementary roles, protocol optimisation and multimodal integration to enhance diagnostic accuracy and surgical guidance in both paediatric and adult populations.

传导性听力损失(CHL)是由于声音通过外耳或中耳的机械传递受损造成的,通常与耳硬化、胆脂瘤、听骨不连续性、先天性畸形和创伤等病症有关。不太常见的是,它可能由血管或肿瘤病变引起。影像学在CHL的评估中起着核心作用,高分辨率CT (HRCT)被认为是初步评估的金标准,因为它在检测骨病理方面具有优越的空间分辨率,包括门骨耳硬化、听骨链缺陷、第三窗病变和创伤相关的中断。MRI通过提供出色的软组织对比来补充HRCT,有助于通过非回声平面弥散加权成像检测术后胆脂瘤和血管肿瘤(如鼓室球)的特征。CT血管造影(CTA)虽然不是常规指示,但在某些情况下可以识别血管异常并辅助手术计划。技术方面的考虑,如优化扫描参数、降低儿科患者辐射剂量的策略和多种成像模式的整合,对于准确诊断和有效的治疗计划至关重要。HRCT、MRI和CTA共同为CHL的综合评估和管理提供了一个结构化的、基于证据的框架。贡献:本综述综合了HRCT、MRI和CTA在CHL评估中的现有证据,强调了它们的互补作用、方案优化和多模式整合,以提高儿科和成人人群的诊断准确性和手术指导。
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引用次数: 0
A rare case of splenic arteriovenous fistula causing portal hypertension, treated by embolisation. 脾动静脉瘘致门静脉高压症一例,经栓塞治疗。
IF 0.9 Q4 RADIOLOGY, NUCLEAR MEDICINE & MEDICAL IMAGING Pub Date : 2026-02-12 eCollection Date: 2026-01-01 DOI: 10.4102/sajr.v30i1.3345
Dane J Rampini, John A Cantrell

This case report highlights the findings and treatment in a patient with a splenic arteriovenous fistula causing non-cirrhotic portal hypertension (NCPH). Splenic arteriovenous malformations (AVMs) are rare, and their management using percutaneous embolisation is an emerging alternative modality as opposed to open surgical intervention.

Contribution: Similar cases have been published; however, few highlight the management role of interventional radiology.

本病例报告强调了一例脾动静脉瘘引起的非肝硬化门静脉高压症(NCPH)的发现和治疗。脾动静脉畸形(avm)是罕见的,他们的管理使用经皮栓塞是一种新兴的替代方式,而不是开放的手术干预。贡献:发表过类似案例;然而,很少有人强调介入放射学的管理作用。
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引用次数: 0
Congenital depressed skull fracture in a neonate without obstetric trauma. 新生儿先天性凹陷性颅骨骨折1例,无产科创伤。
IF 0.9 Q4 RADIOLOGY, NUCLEAR MEDICINE & MEDICAL IMAGING Pub Date : 2026-02-05 eCollection Date: 2026-01-01 DOI: 10.4102/sajr.v30i1.3305
Elliot K Mmutle, Baby S Lekhuleni, Luvo Gaxa

Congenital depressed skull fractures (ping-pong fractures) without obstetric trauma are rare. A term male neonate delivered via uncomplicated caesarean section, demonstrated a right parieto-temporal skull depression (5 cm × 5 cm) at birth. Computed tomography revealed a 4 mm parietal depression without intracranial injury. No instrumental delivery or maternal trauma were present. The likely aetiology was intrauterine compression ('faulty foetal packing'). The patient was managed conservatively with close follow-up.

Contribution: This case underscores the importance of perinatal history and neuroimaging in distinguishing spontaneous from traumatic fractures and supports conservative management in neurologically intact infants.

先天性凹陷性颅骨骨折(乒乓球骨折)无产科创伤是罕见的。一例经剖宫产分娩的足月男性新生儿,出生时表现为右侧顶叶-颞叶颅骨凹陷(5cm × 5cm)。计算机断层扫描显示4毫米的顶叶凹陷,无颅内损伤。无器械分娩或产妇创伤。可能的病因是宫内压迫(“胎儿填塞缺陷”)。患者接受保守治疗并密切随访。贡献:本病例强调了围产期病史和神经影像学对区分自发性骨折和外伤性骨折的重要性,并支持对神经功能完好的婴儿进行保守治疗。
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引用次数: 0
Isolated mediastinal lymphangioma in a child: A rare case report. 儿童孤立性纵隔淋巴管瘤1例报告。
IF 0.9 Q4 RADIOLOGY, NUCLEAR MEDICINE & MEDICAL IMAGING Pub Date : 2025-12-20 eCollection Date: 2025-01-01 DOI: 10.4102/sajr.v29i1.3274
Ankita Gupta, Maheswar Chaudhury, Manoranjan Khuntia, Peeta H Prasad, Somadatta Das

The mediastinum is an unusual location for cystic lymphangiomas. An 18-month-old male presented with acute fever, dry intermittent cough and respiratory distress. Chest radiography, ultrasonography, contrast-enhanced CT and MRI suggested a diagnosis of mediastinal cystic lymphangioma with internal haemorrhage. Surgical excision of the lesion and histopathological examination confirmed cystic lymphangioma.

Contribution: This case highlights the multimodal radiological features of isolated mediastinal cystic lymphangioma for accurate diagnosis and improved management, to avoid unnecessary interventions and complications.

纵膈是囊性淋巴管瘤的少见部位。18个月大的男性表现为急性发热、干咳和呼吸窘迫。胸片、超声、增强CT及MRI提示:诊断为纵隔囊性淋巴管瘤并内出血。手术切除病变及组织病理学检查证实为囊性淋巴管瘤。贡献:本病例突出了孤立性纵隔囊性淋巴管瘤的多模态放射学特征,有助于准确诊断和改善治疗,避免不必要的干预和并发症。
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引用次数: 0
Correlation of clinical and radiological findings in patients with spinal trauma at Inkosi Albert Luthuli Central Hospital. 英科西阿尔伯特卢图利中心医院脊柱创伤患者临床与影像学表现的相关性
IF 0.9 Q4 RADIOLOGY, NUCLEAR MEDICINE & MEDICAL IMAGING Pub Date : 2025-12-20 eCollection Date: 2025-01-01 DOI: 10.4102/sajr.v29i1.3248
Lufuno J Badzhi, Timothy C Hardcastle, Pumersha Naidoo

Background: Assessment of spinal trauma entails a full neurological examination and radiological assessment to determine the level of spinal cord injury.

Objectives: This study aimed to determine if further imaging is always required, whether the clinical picture correlates with imaging results and to compare clinical and radiological prediction accuracy.

Method: This retrospective chart review compared and correlated clinical findings with radiological findings in patients with spinal trauma at Inkosi Albert Luthuli Central Hospital over a period of 6 years. Demographics and sensitivity and specificity of clinical to imaging correlation with positive predictive ratios were assessed.

Results: A total of 290 patients admitted with spinal injury, who received CT and/or MRI, were evaluated. Cervical-spine injuries were common. For predicting abnormal CT findings, the sensitivity of motor and sensory findings was 69.2% with a specificity of 85.4%. The positive predictive value (PPV) of motor and sensory findings was 96.2%. The negative predictive value (NPV) of motor and sensory findings was 34.0%. On MRI, sensitivity for motor and sensory findings was 85.1% for correctly predicting abnormal MRI findings, while the specificity was 52.8%. The PPV of motor and sensory findings was 82.5% with a NPV of 57.6%.

Conclusion: In this trauma population, correlation of clinical findings with abnormal CT findings was 84.4% and for MRI findings was 72.3%, indicating that clinical findings alone may not be sufficient to rule out the need for imaging; false negatives could lead to missed or incorrect level of injury diagnoses.

Contribution: This study adds to the proof that while clinical findings are reasonably accurate for the determination of neurological spinal cord injury level, both CT and MRI add additional information, making these tests invaluable.

背景:脊髓损伤的评估需要全面的神经学检查和放射学评估来确定脊髓损伤的程度。目的:本研究旨在确定是否需要进一步的影像学检查,临床图像是否与影像学结果相关,并比较临床和影像学预测的准确性。方法:回顾性分析英科西阿尔伯特卢图利中心医院6年来脊柱创伤患者的临床表现与影像学表现,并将其进行比较。评估了人口统计学特征、临床与影像学相关性与阳性预测比值的敏感性和特异性。结果:290例脊髓损伤患者接受了CT和/或MRI检查。颈椎损伤很常见。预测异常CT表现,运动和感觉表现的敏感性为69.2%,特异性为85.4%。运动和感觉的阳性预测值为96.2%。运动和感觉的阴性预测值为34.0%。在MRI上,运动和感觉表现对正确预测异常MRI表现的敏感性为85.1%,特异性为52.8%。运动和感觉表现的PPV为82.5%,NPV为57.6%。结论:在该创伤人群中,临床表现与CT异常表现的相关性为84.4%,MRI异常表现的相关性为72.3%,表明仅凭临床表现可能不足以排除影像学检查的必要性;假阴性可能导致错过或不正确的损伤诊断水平。贡献:本研究进一步证明,虽然临床结果对于确定神经脊髓损伤程度是相当准确的,但CT和MRI都提供了额外的信息,使这些测试变得非常宝贵。
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引用次数: 0
Triple-negative breast cancer at Helen Joseph Hospital: Prevalence, age and imaging features. 海伦约瑟夫医院的三阴性乳腺癌:患病率、年龄和影像学特征。
IF 0.9 Q4 RADIOLOGY, NUCLEAR MEDICINE & MEDICAL IMAGING Pub Date : 2025-10-16 eCollection Date: 2025-01-01 DOI: 10.4102/sajr.v29i1.3247
Tsholofelo Zondi, Grace Rubin, Carol-Ann Benn, Sharadini K Gounden

Background: Triple-negative breast cancer (TNBC) is considered an aggressive subtype, defined by the absence of oestrogen, progesterone and HER2 receptors. It typically presents earlier and more aggressively. Limited data exist on its prevalence, age of onset and imaging features in South Africa.

Objectives: This study aimed to assess the prevalence of TNBC at Helen Joseph Tertiary Hospital (HJTH), describe its histopathological features and explore trends in age at diagnosis and imaging patterns-including early-onset disease.

Method: A retrospective review of 280 female patients with histologically confirmed breast cancer, diagnosed between January 2021 and December 2023, was conducted. Demographic, imaging and histopathology data were analysed using descriptive statistics and chi-square tests.

Results: The diagnosis of TNBC accounted for 17% (48/280) of all breast cancer cases in the cohort. The TNBC lesions typically measured 1-5 cm and showed nodal involvement in 73% of cases. Despite their aggressive biology, many TNBC lesions appeared circumscribed or only mildly irregular on imaging, mimicking benign masses. Among all the 280 breast cancer cases, 61% were high-grade. The mean Ki-67 index for TNBC was the highest at 52%, followed by HER2+ (39%), Luminal B (33%) and Luminal A (21%). Notably, some HER2+ and TNBC cases exhibited lower Ki-67 indices, highlighting heterogeneity within these subtypes.

Conclusion: This study highlights the complexity of breast cancer presentation in a South African setting, particularly the discordance between tumour biology and imaging.

Contribution: These findings contribute local data on TNBC in an urban public healthcare context, supporting improved imaging awareness and clinical vigilance in resource-limited settings.

背景:三阴性乳腺癌(TNBC)被认为是一种侵袭性亚型,其特征是缺乏雌激素、孕激素和HER2受体。它通常出现得更早,更猛烈。关于其在南非的患病率、发病年龄和影像学特征的数据有限。目的:本研究旨在评估海伦约瑟夫三级医院(HJTH) TNBC的患病率,描述其组织病理学特征,并探讨诊断年龄和影像学模式(包括早发性疾病)的趋势。方法:回顾性分析2021年1月至2023年12月诊断的280例经组织学证实的女性乳腺癌患者。采用描述性统计和卡方检验对人口统计学、影像学和组织病理学资料进行分析。结果:在该队列中,TNBC的诊断占所有乳腺癌病例的17%(48/280)。TNBC病变通常为1-5厘米,73%的病例表现为淋巴结累及。尽管它们具有侵袭性,但许多TNBC病变在影像学上表现为局限或轻度不规则,类似良性肿块。在280例乳腺癌病例中,61%为高级别乳腺癌。TNBC的Ki-67平均指数最高,为52%,其次是HER2+(39%)、Luminal B(33%)和Luminal A(21%)。值得注意的是,一些HER2+和TNBC病例表现出较低的Ki-67指数,突出了这些亚型之间的异质性。结论:这项研究强调了南非环境中乳腺癌表现的复杂性,特别是肿瘤生物学和影像学之间的不一致。贡献:这些发现提供了城市公共医疗环境下TNBC的本地数据,支持在资源有限的环境下提高影像学意识和临床警惕性。
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引用次数: 0
An analysis of interventional radiology training needs of radiology registrars in South Africa. 南非介入放射学注册医师培训需求分析。
IF 0.9 Q4 RADIOLOGY, NUCLEAR MEDICINE & MEDICAL IMAGING Pub Date : 2025-10-10 eCollection Date: 2025-01-01 DOI: 10.4102/sajr.v29i1.3192
Salman Idrees, Nicholas Christofides, Halvani Moodley

Background: Interventional radiology (IR) is rapidly growing as a critical subspeciality, yet in South Africa (SA) IR training remains underdeveloped, with no national data to guide structured training and workforce expansion.

Objectives: This study aimed to assess South African radiology registrars' interest in IR, their exposure, and the existing training environment.

Method: A cross-sectional, electronic quantitative and qualitative survey was conducted from 09 February 2024 to 08 March 2024 among registrars affiliated with the Radiological Society of South Africa. The survey gauged their interest in IR, exposure, training infrastructure, learning tools, satisfaction with training and potential areas for improvement.

Results: Response rate: 45% (100/221 registrars); 54% were female, median age was 33.4 years and 51% in their first or second year. Interest in IR as a subspeciality was expressed by 40%, 27% were not interested and 33% were unsure. Only 27% reported adequate exposure; 56% had limited exposure and 17% had none. Dissatisfaction with IR training was noticed by 47%, 37% were undecided and 16% were satisfied. Only 9% had a structured curriculum, while 23% relied on mentorship. Major themes for improvement included structured training, mentorship, supervision, training facilities and hands-on exposure.

Conclusion: Despite strong interest, radiology registrars (including international supernumerary registrars) face significant gaps in IR training and exposure in SA.

Contribution: This is the first national study to provide essential baseline data to inform targeted reforms and development of structured, locally relevant IR training.

背景:介入放射学(IR)作为一个关键的亚专业正在迅速发展,然而在南非(SA), IR培训仍然不发达,没有国家数据来指导结构化培训和劳动力扩张。目的:本研究旨在评估南非放射学注册员对红外辐射的兴趣、他们的暴露程度和现有的培训环境。方法:从2024年2月9日至2024年3月8日,对南非放射学会下属的登记员进行了横断面、电子定量和定性调查。该调查衡量了他们对IR、曝光率、培训基础设施、学习工具、培训满意度和潜在改进领域的兴趣。结果:响应率:45%(100/221名注册者);54%为女性,年龄中位数为33.4岁,51%为第一年或第二年。40%的人表示对IR作为一个亚专业感兴趣,27%的人表示不感兴趣,33%的人表示不确定。只有27%的人报告了适当的暴露;56%的人有有限的接触,17%的人没有接触。47%的人对IR培训不满意,37%的人不确定,16%的人满意。只有9%的人有结构化的课程,而23%的人依靠导师。改进的主要主题包括有组织的培训、指导、监督、培训设施和亲身体验。结论:尽管有强烈的兴趣,放射学注册人员(包括国际额外注册人员)在SA的IR培训和暴露方面面临着巨大的差距。贡献:这是第一个提供基本基线数据的国家研究,为有针对性的改革和发展结构化的、与地方相关的IR培训提供信息。
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引用次数: 0
AI-enabled POCUS for breast cancer risk stratification in a resource-limited tertiary clinic. 人工智能POCUS在资源有限的三级诊所进行乳腺癌风险分层。
IF 0.9 Q4 RADIOLOGY, NUCLEAR MEDICINE & MEDICAL IMAGING Pub Date : 2025-10-09 eCollection Date: 2025-01-01 DOI: 10.4102/sajr.v29i1.3195
Kathryn Malherbe, Francois Malherbe, Liana Roodt

Background: Breast cancer remains a major public health burden in South Africa, with diagnostic delays contributing to poor outcomes. Ultrasound is effective for early detection but is limited by access and operator variability. Integrating artificial intelligence (AI) into point-of-care ultrasound (POCUS) offers a potential solution.

Objectives: To evaluate the diagnostic performance of a locally developed AI-enabled POCUS system (Breast AI) in predicting malignancy among women with palpable breast abnormalities.

Method: A prospective cohort study was conducted between June 2024 and November 2024 at Groote Schuur Hospital. Women aged ≥ 25 years with suspicious breast lesions underwent Breast AI ultrasound prior to biopsy. Real-time malignancy risk scores were compared with histopathological results. Diagnostic accuracy was assessed using sensitivity, specificity, positive predictive value (PPV), F1 score and area under the curve (AUC).

Results: Among 159 participants, Breast AI achieved a sensitivity of 67.2%, specificity of 79.4% and PPV of 70.3% at a 51% threshold. The AUC was 0.76, reflecting moderate discriminatory performance. F1 score analysis identified 51% as the optimal cut-off (F1 = 65.7%). Benign pathologies such as fibroadenomas and fat necrosis correlated with low AI scores. A three-tiered risk model was developed: < 30% (low), 30% - 51% (intermediate) and > 51% (high risk).

Conclusion: Breast AI demonstrates promising diagnostic accuracy for triaging suspicious breast lesions, particularly in resource-constrained settings.

Contribution: This study provides real-world evidence supporting the integration of AI into POCUS to improve breast cancer detection and clinical decision-making in low-resource environments.

背景:在南非,乳腺癌仍然是一个主要的公共卫生负担,诊断延误导致预后不良。超声对早期发现是有效的,但受限于访问和操作人员的可变性。将人工智能(AI)集成到即时超声(POCUS)中提供了一个潜在的解决方案。目的:评估本地开发的人工智能POCUS系统(乳腺人工智能)在预测可触及乳房异常女性恶性肿瘤中的诊断性能。方法:于2024年6月至2024年11月在Groote Schuur医院进行前瞻性队列研究。年龄≥25岁有可疑乳腺病变的女性在活检前行乳腺人工智能超声检查。将实时恶性肿瘤风险评分与组织病理学结果进行比较。采用敏感性、特异性、阳性预测值(PPV)、F1评分和曲线下面积(AUC)评估诊断准确性。结果:在159名参与者中,乳腺AI的敏感性为67.2%,特异性为79.4%,PPV为70.3%,阈值为51%。AUC为0.76,反映了中等程度的歧视表现。F1评分分析确定51%为最佳临界值(F1 = 65.7%)。良性病理如纤维腺瘤和脂肪坏死与低AI评分相关。建立了三层风险模型:< 30%(低),30% - 51%(中等)和> 51%(高风险)。结论:乳腺人工智能在鉴别可疑乳腺病变方面具有良好的诊断准确性,特别是在资源有限的情况下。贡献:本研究提供了现实世界的证据,支持将人工智能整合到POCUS中,以改善低资源环境下的乳腺癌检测和临床决策。
{"title":"AI-enabled POCUS for breast cancer risk stratification in a resource-limited tertiary clinic.","authors":"Kathryn Malherbe, Francois Malherbe, Liana Roodt","doi":"10.4102/sajr.v29i1.3195","DOIUrl":"10.4102/sajr.v29i1.3195","url":null,"abstract":"<p><strong>Background: </strong>Breast cancer remains a major public health burden in South Africa, with diagnostic delays contributing to poor outcomes. Ultrasound is effective for early detection but is limited by access and operator variability. Integrating artificial intelligence (AI) into point-of-care ultrasound (POCUS) offers a potential solution.</p><p><strong>Objectives: </strong>To evaluate the diagnostic performance of a locally developed AI-enabled POCUS system (Breast AI) in predicting malignancy among women with palpable breast abnormalities.</p><p><strong>Method: </strong>A prospective cohort study was conducted between June 2024 and November 2024 at Groote Schuur Hospital. Women aged ≥ 25 years with suspicious breast lesions underwent Breast AI ultrasound prior to biopsy. Real-time malignancy risk scores were compared with histopathological results. Diagnostic accuracy was assessed using sensitivity, specificity, positive predictive value (PPV), F1 score and area under the curve (AUC).</p><p><strong>Results: </strong>Among 159 participants, Breast AI achieved a sensitivity of 67.2%, specificity of 79.4% and PPV of 70.3% at a 51% threshold. The AUC was 0.76, reflecting moderate discriminatory performance. F1 score analysis identified 51% as the optimal cut-off (F1 = 65.7%). Benign pathologies such as fibroadenomas and fat necrosis correlated with low AI scores. A three-tiered risk model was developed: < 30% (low), 30% - 51% (intermediate) and > 51% (high risk).</p><p><strong>Conclusion: </strong>Breast AI demonstrates promising diagnostic accuracy for triaging suspicious breast lesions, particularly in resource-constrained settings.</p><p><strong>Contribution: </strong>This study provides real-world evidence supporting the integration of AI into POCUS to improve breast cancer detection and clinical decision-making in low-resource environments.</p>","PeriodicalId":43442,"journal":{"name":"SA Journal of Radiology","volume":"29 1","pages":"3195"},"PeriodicalIF":0.9,"publicationDate":"2025-10-09","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://www.ncbi.nlm.nih.gov/pmc/articles/PMC12587214/pdf/","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"145460198","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"OA","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
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SA Journal of Radiology
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