Deep learning image reconstruction in pediatric abdominal and chest computed tomography: a comparison of image quality and radiation dose.

Background: Studies on the application of deep learning image reconstruction (DLIR) in pediatric computed tomography (CT) are limited and have so far been mostly based on phantom. The purpose of this study was to compare the image quality and radiation dose of DLIR with that of adaptive statistical iterative reconstruction-Veo (ASiR-V) during abdominal and chest CT for the pediatric population. Methods: A pediatric phantom was used for the pilot study, and 20 children were recruited for clinical verification. The preset scan parameter noise index (NI) was 5, 8, 11, 13, 15, and 18 for the phantom study, and 8 and 13 for the clinical pediatric study. We reconstructed CT images with ASiR-V 30%, ASiR-V 70%, DLIR-M (medium) and DLIR-H (high). The regions of interest (ROI) were marked on the organs of the abdomen (liver, kidney, and subcutaneous fat) and the chest (lung, mediastinum, and spine). The CT dose index volume (CTDIvol), CT value, image noise (N), signal-to-noise ratio (SNR), and contrast-to-noise ratio (CNR) were measured and calculated. The subjective image quality was assessed by 3 radiologists blindly using a 5-point scale. The dose reduction efficiency of DLIR was estimated. Results: In the phantom study, the interobserver assessment of the data measurement demonstrated good agreement [intraclass correlation coefficient (ICC) =0.814 for abdomen, 0.801 for chest]. Within the same dose level, the N, SNR, and CNR were statistically different among reconstructions, while the CT value remained the same. The N increased and SNR decreased as the radiation dose decreased. The DLIR-H performed better than ASiR-V when the radiation dose was reduced, without sacrificing image quality. In the patient study, the interobserver assessment of the data measurement demonstrated good agreement (ICC =0.774 for abdomen, 0.751 for chest). DLIR-H had the highest subjective and objective scores in the abdomen. Conclusions: Application of DLIR could help to reduce radiation dose without sacrificing the image quality of pediatric CT scans. Further clinical validation is required.

Endoscopic Treatment of Isolated Sphenoid Sinus Disease in Children.

In this article, we explore the disease spectrum and clinical characteristics of and the diagnosis and endoscopic approach to treating isolated sphenoid sinus disease (ISSD) in children. To these ends, we review a case series of 19 patients (mean age: 8.1 ± 4.9 years, range: 1.1-15 years, median age: 6.7 years, 13 males, 6 females) who underwent surgical treatment at our hospital for ISSD during the 4 years between 2012 and 2016. The symptoms of pediatric sphenoid sinus disease tend to be variable and nonspecific and include atypical headache, nasal congestion, epistaxis, postnasal drip, snoring, and impaired vision. Headache is the presenting symptom in 42% of patients, but headaches occurred in no specific or typical location. Ten patients underwent preoperative endoscopic examination, and abnormalities in the sphenoethmoidal recess were found in 6 (60%) of these 10 patients. All 19 patients underwent ultra-low-dose paranasal sinus computed tomography (CT) imaging, and 9 patients with suspected tumors or sphenoid mucoceles were further examined by magnetic resonance imaging (MRI). The endoscopic transostial approach was performed in all 19 patients: 16 patients received excision of inflammatory sphenoid sinus disorders and benign tumors, including sphenoid sinusitis, sphenoid sinus mucocele, sphenoid sinus polyp, and ossifying fibroma; 3 patients with suspected tumors received biopsies to detect rhabdomyosarcoma, Langerhans cell histiocytosis, and juvenile xanthogranuloma. No intraoperative or immediate postoperative complications were observed. Children with opacified sphenoid sinus identified by radiographic imaging presented a variety of pathologies. The most common lesions were associated with inflammatory disease. Because the symptoms of pediatric sphenoid sinus disease tend to be variable and nonspecific, CT remains the standard for evaluating sphenoid sinus disease, and ultra-low-dose paranasal sinus CT imaging is recommended and can provide images of equal or better quality compared with those obtained by standard dose CT. In addition, MRI is an essential adjunct in the diagnosis and selection of treatment for suspected tumors of the sphenoid sinus. The endoscopic transostial approach was especially suitable for the management of pediatric benign isolated sphenoid sinus lesions.

[Clinical analysis of 20 cases with Streptococcus pneumoniae necrotizing pneumonia in China].

OBJECTIVE: Streptococcus pneumoniae necrotizing pneumonia (SPNP) was reported elsewhere but not in China yet. Inappropriate treatment due to poor recognition of this disease could influence its prognosis. This paper presents the clinical characteristics, diagnosis and treatment of SPNP hoping to elevate pediatrician's recognition level for this disease. METHOD: Clinical manifestations, radiological findings, treatment and prognosis of 20 patients (9 boys, 11 girls) who had been hospitalized with SPNP in Beijing Children's Hospital from 2004-2011 were retrospectively analyzed. RESULT: The patients included in this study aged from 9 months to 6 years [(27.9 ± 15.8) m] and were healthy before admission. They were febrile for 8 to 50 days [(27.7 ± 13.5) d] and hospital day was 24 - 55 days [(36.5 ± 8.3) d]. The general condition of all subjects was relatively poor and they all had fever and cough. One child had moderate fever and nineteen children had high fever. Dyspnea was found in sixteen children. Fine rales were found on auscultation in 18 children, among whom diffuse wheeze appeared in 4 children, and wheezy phlegm was found in two children. Signs of pleural effusion were discovered in all cases by physical examination and chest X-ray. White blood cell (WBC) count was 16.2 - 60.95×10(9)/L and neutrophil was 70.5% - 80.2% in peripheral blood routine test. Erythrocyte sedimentation rate (ESR) was 44 - 109 mm/h [(69.6 ± 16) mm/h]and C-reactive protein (CRP) was 80 - > 160 mg/L. The pleural effusion biochemistry and routine test revealed a WBC count of 6400×10(6)/L-too much to count, polykaryocyte of 51% - 90%, glucose of 0.02 - 1.8 mmol/L, protein of 32 - 51 g/L and LDH of 5475 IU/L-or higher. Pleural effusion culture in all cases and blood culture in 2 cases was positive for Streptococcus pneumoniae. Chest X-ray or CT revealed high density and well-distributed lobar consolidation in one lung or two lungs initially. Single or multiple low density lesions in the area of lobar consolidation were found a week later, accompanied by multiple cystic shadow or cavity at the same time or afterwards. Bulla of lung appeared later. Pleural effusions were found in all patients. Seven cases complicated with hydropneumothorax, two with otitis media, one with heart failure, one with cardiac insufficiency. Seventeen patients were treated with vancomycin or teicoplanin or linezolid two with amoxicillin and clavulanate potassium. Other two patients had been treated with meropenem and cephalosporin antibiotics respectively before admission, and they had been at recovery stage when they were hospitalized. Thoracic close drainage and thoracoscopy were performed respectively in 18 cases and 3 cases, respectively. After a follow up of more than 6 months, chest CT showed that almost all lesions in lungs recovered during 4-6 months. No one received pneumonectomy. CONCLUSION: SPNP has special manifestations. The incidence in infants is higher. Patients' general condition is poor and febrile course is relatively long. All patients manifested fever and cough, with a presence of dyspnea in most of them. WBC, neutrophil and CRP elevated apparently. The characteristic of pleural effusion indicates empyema. In early stage, the chest X-ray and CT showed high-density lobar lesions, followed by low-density lesions and cyst gradually. Bulla of lung and/or hydropneumothorax may appear at the late stage. But if diagnosed and treated promptly, the prognosis of SPNP was relatively good.