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1.
J Med Imaging (Bellingham) ; 11(2): 024502, 2024 Mar.
Artigo em Inglês | MEDLINE | ID: mdl-38510544

RESUMO

Purpose: The diagnosis of primary bone tumors is challenging as the initial complaints are often non-specific. The early detection of bone cancer is crucial for a favorable prognosis. Incidentally, lesions may be found on radiographs obtained for other reasons. However, these early indications are often missed. We propose an automatic algorithm to detect bone lesions in conventional radiographs to facilitate early diagnosis. Detecting lesions in such radiographs is challenging. First, the prevalence of bone cancer is very low; any method must show high precision to avoid a prohibitive number of false alarms. Second, radiographs taken in health maintenance organizations (HMOs) or emergency departments (EDs) suffer from inherent diversity due to different X-ray machines, technicians, and imaging protocols. This diversity poses a major challenge to any automatic analysis method. Approach: We propose training an off-the-shelf object detection algorithm to detect lesions in radiographs. The novelty of our approach stems from a dedicated preprocessing stage that directly addresses the diversity of the data. The preprocessing consists of self-supervised region-of-interest detection using vision transformer (ViT), and a foreground-based histogram equalization for contrast enhancement to relevant regions only. Results: We evaluate our method via a retrospective study that analyzes bone tumors on radiographs acquired from January 2003 to December 2018 under diverse acquisition protocols. Our method obtains 82.43% sensitivity at a 1.5% false-positive rate and surpasses existing preprocessing methods. For lesion detection, our method achieves 82.5% accuracy and an IoU of 0.69. Conclusions: The proposed preprocessing method enables effectively coping with the inherent diversity of radiographs acquired in HMOs and EDs.

2.
Rheumatology (Oxford) ; 61(12): 4910-4914, 2022 11 28.
Artigo em Inglês | MEDLINE | ID: mdl-35353143

RESUMO

OBJECTIVES: To validate in a large cohort with right-sided aorta the theory that thoracic right-sided flowing osteophytes in DISH results from a 'protective' effect of the pulsating descending left-sided thoracic aorta. METHODS: Chest CTs of patients with DISH and right-sided aorta and controls with DISH and left-sided aorta were evaluated and compared on each intervertebral space (IS) for the location of the aorta (right, left, centre) and the location of the osteophyte relative to the aorta (contralateral, ipsilateral, bilateral). RESULTS: The study and control cohorts included 31 and 35 subjects, respectively (male 22/9 and female 27/8; median age 64.8/65.3 years; P = 0.86). Osteophytes contralateral to the aorta's location were recorded in the majority of ISs in both the study and control groups (47% and 60%, respectively; P > 0.05), while ipsilateral osteophytes were recorded in 6.9% and 7.7%, respectively (P = 0.002). Bilateral osteophytes located to the right and the left of the aorta were significantly more prevalent in the study group compared with the controls (17.2% and 5.4%, respectively; P = 0.04). CONCLUSIONS: Aortic pulsation plays an important role in inhibiting the development of osteophytes and results in the majority of contralateral osteophytes on both right-sided and left-sided aortas. However, since both ipsilateral and bilateral osteophytes were not at all rare in both groups, other parameters, which are yet to be established, probably contribute to the location of osteophytes.


Assuntos
Hiperostose Esquelética Difusa Idiopática , Osteófito , Humanos , Masculino , Feminino , Pessoa de Meia-Idade , Osteófito/diagnóstico por imagem , Coluna Vertebral , Aorta/diagnóstico por imagem , Aorta Torácica/diagnóstico por imagem
4.
Cancers (Basel) ; 14(3)2022 Jan 19.
Artigo em Inglês | MEDLINE | ID: mdl-35158763

RESUMO

Nowadays, Hodgkin lymphoma (HL) has become highly curable. The young age at diagnosis and long life expectancy emphasize the importance of preventing long-term treatment side effects, including bone mineral density (BMD) loss, in these patients. We aimed to evaluate the effects of first-line therapeutic modalities on BMD dynamics in HL patients, intending to identify individuals at risk for osteopenia. Demographics, HL risk factors, treatment, including cumulative steroid doses, and BMD of 213 newly-diagnosed HL patients (median age 29 years), treated at Rambam between 2008-2016, were analyzed. The main chemotherapy regimens applied were: ABVD (adriamycin, bleomycin, vinblastine, dacarbazine) and escalated BEACOPP (EB; bleomycin, etoposide, adriamycin, cyclophosphamide, oncovin, procarbazine, prednisone). BMD was measured using PET/CT scans. BMD loss >15% was revealed in 48% of patients at therapy completion, with osteopenia prevalence of 4% and 14% at baseline and post-therapy, respectively. Cumulative hydrocortisone equivalent doses >3400 mg/m2 correlated with significant BMD reduction. Multivariate analysis at 6 months post-therapy identified age ≥30 years and EB-regimens as significant risk factors for BMD decrease >15%. Therapy-related BMD loss is common in HL patients. Its persistence is associated with age ≥30 years and EB treatment. Reduction of cumulative steroid doses and switch to non-gonadotoxic drugs should be considered.

5.
AJR Am J Roentgenol ; 214(2): 472-476, 2020 02.
Artigo em Inglês | MEDLINE | ID: mdl-31825260

RESUMO

OBJECTIVE. To evaluate the potential for surveillance of abdominal aortic aneurysms without ionizing radiation exposure and without the risks of iodinated contrast administration, the accuracy of fusion of CT angiography (CTA) with ultrasound (US) was compared with conventional US in 14 patients. CONCLUSION. The mean measurement difference between conventional US and CTA was 0.50 cm, compared with 0.13 cm between CT-US fusion and CTA (p < 0.0005). CT-US fusion was more accurate than conventional US, reduces operator dependence, and is promising for accurate measurement of aortic aneurysms.


Assuntos
Aneurisma da Aorta Abdominal/diagnóstico por imagem , Imagem Multimodal , Idoso , Idoso de 80 Anos ou mais , Angiografia por Tomografia Computadorizada , Meios de Contraste , Feminino , Humanos , Masculino , Pessoa de Meia-Idade , Exposição à Radiação , Ultrassonografia
6.
Rambam Maimonides Med J ; 9(4)2018 Oct 04.
Artigo em Inglês | MEDLINE | ID: mdl-30309440

RESUMO

Today medical imaging is an essential component of the entire health-care continuum, from wellness and screening, to early diagnosis, treatment selection, and follow-up. Patient triage in both acute care and chronic disease, imaging-guided interventions, and optimization of treatment planning are now integrated into routine clinical practice in all subspecialties. This paper provides a brief review of major milestones in medical imaging from its inception to date, with a few considerations regarding future directions in this important field.

7.
AJR Am J Roentgenol ; 210(1): W8-W11, 2018 Jan.
Artigo em Inglês | MEDLINE | ID: mdl-29140115

RESUMO

OBJECTIVE: The standard of care for the diagnosis and follow-up of urolithiasis is unenhanced CT. The hypothesis of this study was that that by using image fusion of subsequent ultrasound (US) with the initial unenhanced CT, ureteral stones can be precisely localized. CONCLUSION: Of the 25 stones founds on unenhanced CT studies, 22 (88%) were confidently identified using US-unenhanced CT fusion within 72 hours after the initial CT scan was obtained. US-unenhanced CT fusion might obviate the need for repeated CT scans for monitoring urolithiasis.


Assuntos
Imagem Multimodal , Tomografia Computadorizada por Raios X , Ultrassonografia , Cálculos Ureterais/diagnóstico por imagem , Adulto , Idoso , Estudos de Viabilidade , Feminino , Humanos , Masculino , Pessoa de Meia-Idade , Projetos Piloto , Estudos Prospectivos
8.
Isr Med Assoc J ; 16(4): 203-7, 2014 Apr.
Artigo em Inglês | MEDLINE | ID: mdl-24834754

RESUMO

BACKGROUND: Previous studies suggest that exposure to starvation and stress between conception and early infancy may have deleterious effects on health later in life; this phenomenon is termed fetal origin of adult disease. OBJECTIVES: To determine whether exposure to the Holocaust from preconception to early infancy is a cause of chronic morbidity in adulthood. METHODS: This pilot study involved 70 European Jews born in countries under Nazi rule (exposed group) during the period 1940-1945 who were interviewed to determine the presence of chronic diseases. A control group of 230 Israeli-born individuals of the same descent, age, and gender distribution were extracted from the Israel National Health Interview Survey-2 (unexposed group). The prevalence of selected risk factors and chronic diseases was compared between the groups. RESULTS: The prevalence of cardiovascular risk factors and morbidity was significantly higher in the exposed group: body mass index (BMI) (29.06 +/- 3.2 vs. 26.97 +/- 4.42, P = 0.015), hypertension (62.9% vs. 43%, P = 0.003), dyslipidemia (72.9% vs. 46.1%, P < 0.001), diabetes (32.9% vs. 17.4%, P = 0.006), angina pectoris (18.6% vs. 4.8%, P = 0.001) and congestive heart failure (8.6% vs. 1.7%, P = 0.013). The prevalence of cancer (30.0% vs. 8.7% P < 0.001), peptic ulcer disease (21.4% vs. 7%, P = 0.001), headaches/migraines (24.3% vs. 12.6%, P < 0.001) and anxiety/depression (50.0% vs. 8.3%, P < 0.001) was also higher in the exposed group. CONCLUSIONS: These results suggest that exposure to Holocaust conditions in early life may be associated with a higher prevalence of obesity, dyslipidemia, diabetes, hypertension, cardiovascular morbidity, malignancy and peptic diseases in adulthood. These findings set the stage for further research, which might define those exposed as a high risk group for chronic morbidity.


Assuntos
Doença Crônica/epidemiologia , Nível de Saúde , Holocausto , Judeus/estatística & dados numéricos , Sobreviventes/estatística & dados numéricos , Idoso , Estudos Transversais , Emigração e Imigração , Europa (Continente)/etnologia , Feminino , Inquéritos Epidemiológicos , Humanos , Israel/epidemiologia , Masculino , Projetos Piloto , Gravidez , Efeitos Tardios da Exposição Pré-Natal/epidemiologia , Prevalência , Fatores de Risco , Inanição/complicações , Estresse Psicológico/complicações , II Guerra Mundial
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