ABSTRACT
Objective@#To build an automatic bone age assessment system based on China 05 Bone Age Standard and the latest deep learning technology, and preliminary clinical verification was carried out.@*Methods@#The left-hand radiographs of 5 000 children with suspected metabolic disorders were acquired from Wuxi Children′s Hospital. Among these cases, 2 351 patients were randomly chosen as training set, and 101 patients were randomly used as validation set. Four professional pediatric radiologists annotated the development stage according to the China 05 RUS-CHN standard with double-blind method. The mean value of the bone age assessed by experts was the reference standard which was used to train and validate the deep learning mothods based artificial intelligence (AI) model. Accuracy, mean absolute error (MAE), root mean squared error (RMSE) and time efficiency of bone age assessment were compared by using Chi-square test and t test and F test between resident doctors and AI model in the validation set.@*Results@#The MAE and RMSE was (0.37±0.35) years and 0.50 years between AI model and reference standard, respeactively. When the error range was within ±1.0, ±0.7 and ±0.5 years, the accuracy of model on the validation set was 94.1% (95/101), 89.1% (90/101), 74.3% (75/101) respectively. The accuracy between two resident doctors and AI prediction wasn′t statistical significant (P>0.05).@*Conclusion@#The AI model of bone age assessment based on deep learning is feasible and has the characteristics of high accuracy and efficiency.
ABSTRACT
Objective To discuss the 3D reconstruction dual-source CT angiography (DSCT) in diagnosing nutcracker syn-drome,Methods 24 cases with known or suspected "nutcracker" syndrome were underwent with DSCTA and 3D recon-struction, left renal vein (LRV) were demonstrated and measured. Results Among 24 cases, 16 cases were diagnosed with "nutcracker" syndrome; the imaging demonstrated LRV were compressed. The angle between SMA and AO of 24 cases with "nutcracker" syndrome was abnormally acute(<45°). The angle A was 14°～38°, the average angle was 28.12°±7.92°. The angle A' was 11°～21°, the average angle was 16.46°±3.42°. Conclusion The 3D reconstruction DSCTA may be the most useful tool in diagnosing nutcracker phenomenon.
ABSTRACT
Objective To study the radiographic features of the chordoid glioma and its differential diagnosis,and increase neuroradiologists'awareness of this newly described tumor,facilitating prospective diagnosis.Methods Three patients with chordoid glioma were reviewed retrospectively to determine whether any characteristic radiographic findings and clinical-pathologic findings would emerge,and the relevant literatures were reviewed.Routine CT(2 cases)and MR(3 cases),contrast-enhanced MR(3 cases)were performed.Results The masses were well circumscribed and located in the region of the hypothalamus/third ventricle-suprasellar region(2 cases)and intrasuprasellar region(1 case).Tumors were isointense to gray matter on CT scans and were isointense or hypointense on T_1WI and hyperintense on T_2WI.In two patients,vasogenic edema extended into the optic tracts and cystic or necrotic area was seen.All cases were remarkably enhanced following contrast administration.Conclusions Radiologic findings of the chordoid glioma has some unique features.Tumor,in the region of the hypothalamus-third ventricle-suprasellar region,if it is well circumscribed and remarkably enhancing following contrast administration,should be included in the differential diagnosis.
ABSTRACT
Extracranial carotid athcrosclcrosis is the major cause of ischcmic stroke.The intumescence of carotid atherosclerotic plaque in meries results in lumen stenosis or detachment of plaque organisms.causing the distal vascular embolization,and thus resulting in a reduced cerebral blood supply and cerebral ischemic event.The volume data acquisition of multislice spiral CT angiography can provide high-quality two-dimensional and three-dimensional images,its imaging technique has become a very effective detection tool for carotid atherosclerosis.This article reviews the diagnosis application of multislice spiral CT angiograohy of carotid atherosclerosis and its pitfalls.
ABSTRACT
Objective To discuss the 3D reconstruction dual-source CT angiography (DSCT) in diagnosing nutcracker syn- drome. Methods 24 cases with known or suspected "nutcracker" syndrome were underwent with DSCTA and 3D recon- struction, left renal vein (LRV) were demonstrated and measured. Results Among 24 cases, 16 cases were diagnosed with " nutcracker" syndrome; the imaging demonstrated LRV were compressed. The angle between SMA and AO of 24 cases with "nutcracker" syndrome was abnormally acute(
ABSTRACT
Objective: To evaluate the application value and potential faults of Dual-source CT in carotid arterial angiography.Methods: We retrospectively analyzed the images of 477 patients with symptomatic carotid atherosclerosis detected by dual-source CT angiography(CTA) from February 2007 to January 2008,and evaluated the quality of the images,which were classified into 3 quality grades: excellent(with clear display of the lesion and no noticeable motion artifacts,good(with a few motion artifacts but still diagnostically applicable),and poor(with heavy motion artifacts,unclear display and no diagnostic value).Results: Of the 477 images,420(88.1%) were of excellent quality,44(9.2%) of good quality and 13(2.7%) of poor quality.Among the total number of cases,134(28.1%) were shown to be normal and 34(7.1%) abnormal in anatomic structure.Atheromatous plaques were detected in 295 cases(61.8%),carotid artery stenting in 11(2.3%),internal carotid artery occlusion in 1,common carotid artery occlusion in 1,and cervical tumor in 3.Conclusion: Dual-source CT,faster,effective and minimally invasive,is particularly valuable in the diagnosis of carotid arterial lesion and stenosis.
ABSTRACT
This article analyses the situation, task, chance and challenge of ideological and political work in the medical and health circles in the new period through a widespread and profound investigation and study, further analyses the contradictions and problems of professional ideological and political work, discusses the way and method of strengthening and improving ideological and political work of medical and health circles, tries to create a new situation in the ideological and political work and promotes the health, coordinated and continuous growth of medical and health undertakings.
ABSTRACT
A grand view of hospital propaganda should be built in the new era to manifest the characters of healthcare services,transmit health and medical information to the general public,promote mutual communication between society and hospitals,and construct a harmonious circumstance between hospital staff and patients.We should aim to optimize the image of the whole medical industry and change the parochialism in current hospital propaganda.We should innovate the operational ways and means of hospital propaganda to strengthen the working quality and effect,aiming to advance both the social and economic benefit of hospitals.
ABSTRACT
Objective To discuss the application of DWI and DTI in diagnosis and evaluation of brain tumor. Methods Combining with literatures, the application of DWI and DTI in brain tumor diagnosis, differential diagnosis, tumors classi- fication, preoperative evaluation, operation plan establishment, follow-up role of treatment were reviewed and evaluated. Results The DWI and DTI were available to brain tumor diagnosis, differential diagnosis and tumor grade. The DTI could be clearly shown the influence of tumor with white matter quality, it was important in operation plan establishment. The combination of intra-operative MRI, functional MRI and DTI was valuable for brain tumor resection. In the meantime, the treatment response of tumor and the changes of treatment-induced white matter were accurately assessed by DTI. Conclu- sion With the MRI hardware and software technology development, the DWI and DTI imaging information can be provided important value in brain tumor pathological changes diagnosis, evaluation, therapeutic planning and post treatment assess- ment.
ABSTRACT
The structure and working principle of dual-source CT(DSCT) and its clinic application are expatiated.Many advantages are proved after the analysis and discussion and also after the validation of clinic application,such as higher temporal resolution for the imaging of cardiac and coronary artery to be finished without the influence of any heart rate,lower X-ray absorbing dose to offer more safe surrounding for the patients,higher special resolution and higher signal to noise of images to offer more reliable diagnostic tool,the technology of dual-energy is special in the examination and research of function and metabolize of human being.