Photometric-Stereo-Based Defect Detection System for Metal Parts.

Automated inspection technology based on computer vision is now widely used in the manufacturing industry with high speed and accuracy. However, metal parts always appear in high gloss or shadow on the surface, resulting in the overexposure of the captured images. It is necessary to adjust the light direction and view to keep defects out of overexposure and shadow areas. However, it is too tedious to adjust the position of the light direction and view the variety of parts' geometries. To address this problem, we design a photometric-stereo-based defect detection system (PSBDDS), which combines the photometric stereo with defect detection to eliminate the interference of highlights and shadows. Based on the PSBDDS, we introduce a photometric-stereo-based defect detection framework, which takes images captured in multiple directional lights as input and obtains the normal map through the photometric stereo model. Then, the detection model uses the normal map as input to locate and classify defects. Existing learning-based photometric stereo methods and defect detection methods have achieved good performance in their respective fields. However, photometric stereo datasets and defect detection datasets are not sufficient for training and testing photometric-stereo-based defect detection methods, thus we create a photometric stereo defect detection (PSDD) dataset using our PSBDDS to eliminate gaps between learning-based photometric stereo and defect detection methods. Furthermore, experimental results prove the effectiveness of the proposed PSBBD and PSDD dataset.

Early diagnosis and successful treatment of cytomegalovirus peritonitis in children with primary nephrotic syndrome: case series and literature review.

Cytomegalovirus (CMV) is a major pathogen in immunocompromised population and CMV infections in immunocompromised patients cause substantial morbidity and mortality. The common clinical manifestations of CMV infection are pneumonia, hepatitis, colitis and so on, while CMV peritonitis without gut perforation is rare. Reviewing the literature, CMV peritonitis in patients with nephrotic syndrome (NS) had not been reported. Only four cases of CMV peritonitis without gut perforation were reported in adults with other diseases. Two cases were diagnosed by reverse-transcription polymerase chain reaction (RT-PCR) of ascites while the other two cases by histopathological examination of peritoneal tissue. We report four cases of primary nephrotic syndrome complicated with CMV peritonitis. Four cases all diagnosed by RT-PCR of ascites (659-455 000 copies/mL). We mainly discusses the diagnosis and treatment of CMV peritonitis without gut perforation.

The Clinical Value of the Neutrophil-to-Lymphocyte Ratio, the C-Reactive Protein-to-Albumin Ratio, the Systemic Inflammatory Index, and the Systemic Inflammatory Response Index in Patients with the Anti-Synthetase Syndrome.

Objective: There are no studies examining the role of the neutrophil-to-lymphocyte ratio (NLR), the C-reactive protein-to-albumin ratio (CAR), the systemic inflammatory index (SII), and the systemic inflammatory response index (SIRI) in anti-synthetase syndrome (ASS). We aim to compare NLR, CAR, SII, and SIRI in ASS and dermatomyositis/polymyositis (DM/PM), as well as to examine potential correlations between NLR, CAR, SII, and SIRI and clinical features and laboratory parameters in ASS. Methods: Retrospective collection of data from 111 patients with ASS and 175 patients with DM/PM. A Spearman rank correlation analysis was utilized to analyze the correlation between NLR, CAR, SII, and SIRI and inflammatory indexes. Receiver operating characteristic (ROC) curves were used to assess the diagnostic value. Univariate logistic regression analysis was performed to assess risk factors for interstitial lung disease (ILD). Results: Compared with DM/PM, NLR, CAR, SII, and SIRI were significantly greater in ASS patients (p < 0.05). NLR, CAR, SII, and SIRI were correlated with albumin, lactic dehydrogenase (LDH), C-reactive protein (CRP), ferritin, white blood cell (WBC), platelets, and myositis disease activity assessment visual analog scales (MYOACT) score (p < 0.05). The ROC curves analysis showed that NLR, SII, and SIRI were all highly predictive of the occurrence of ASS. Comparisons based on clinical characteristics showed elevated levels of NLR, CAR, SII, and SIRI in ASS patients with ILD, fever, and infection (p < 0.05). Univariate logistic regression analysis revealed that NLR, CAR, and SII were significant risk factors for ASS-ILD (p < 0.05). Conclusion: The levels of NLR, CAR, SII, and SIRI were higher in ASS than in DM/PM and correlated with disease activity and specific clinical features. NLR, CAR, SII, and SIRI may be an aid in differentiating ASS from DM/PM and maybe promising biomarkers for ASS.

Pediatric Spinal Cord Injury without Radiographic Abnormality: The Beijing Experience.

STUDY DESIGN: Retrospective study. OBJECTIVE: To describe the epidemiology and clinical outcomes of pediatric patients with spinal cord injury (SCI) without radiographic abnormality (SCIWORA) in mainland China for the first time. SUMMARY OF BACKGROUND DATA: SCIWORA is a syndrome that often occurs in children mainly due to the unique biomechanics of the pediatric spine. Although there have been numerous retrospective studies on pediatric SCIWORA, and mainland China has more patients with SCI than anywhere else, pediatric patients with SCIWORA in mainland China has not been described in any study. METHODS: Review of all cases with SCIWORA at Beijing Children's Hospital between July 2007 and December 2019. RESULTS: Of the 189 pediatric patients with SCI 140 had SCIWORA (age: 5.65 ±â€Š2.60 years, male-to-female ratio: 2:5). Main causes of injuries were sports (41%, mostly backbend), falls (27%), traffic accidents (10%), and violence (8%). Lesions were located at the thoracic (77%), cervical (10%), multiple (5%), and lumbar (4%) levels. Incubation period was 2 ±â€Š6 hours. Pathological characteristics of SCI were detected in 96% patients by magnetic resonance imaging (MRI). Based on the American Spinal Injury Association impairment scale (AIS), many patients had complete impairment (50% AIS A, 45% AIS B/C/D, 1% AIS E). Particularly, the five patients with normal MRI tended to have mild injury (AIS D) (P < 0.001), but they still showed abnormal reflex. In the one patient who could not be graded at all by AIS, his only functional deficits were abnormal upper and lower limb muscle tones. A total of 59% patients were treated with methylprednisolone, dexamethasone, or both. Out of 76 patients 59 showed neurological improvement before discharge. The only association among age, cause of injury, level of lesion, incubation period, AIS grade, type of corticosteroid therapy, and neurological improvement was between level of lesion and AIS grade (P < 0.001). CONCLUSION: Demographic and clinical differences exist in patients with SCIWORA. MRI and detailed neurological examinations should both be performed for proper diagnosis. There is still a need to develop better treatment strategy for these patients.Level of Evidence: 4.

Novel compound mutations of SMARCAL1 associated with severe Schimke immuno-osseous dysplasia in a Chinese patient.

BACKGROUND: Schimke immuno-osseous dysplasia (SIOD) is a rare autosomal recessive pleiotropic disease caused by mutations in the SMARCAL1 gene. To date there have been no data from the Chinese population. Here, we report the first SIOD case in the Chinese population. No case with gross carpal bone age retardation has been reported previously. METHODS: The index patient was diagnosed by clinical and laboratory investigations. Mutations analysis of the SMARCAL1 gene and haplotype analysis were performed in the family. Structural predictions of the wild-type and mutant proteins were conducted. RESULTS: Severe SIOD was diagnosed in an 8-year-old boy, who exhibited growth failure, recurrent infection, neutropaenia, spondyloepiphyseal dysplasia, focal segmental glomerulosclerosis, T cell immunodeficiency and facial dysmorphism. Marked carpal bone age retardation was also observed. Sequence analysis of the SMARCAL1 gene revealed two novel mutations: c.3G>A (p.Met1?) and c.1682G>A (p.Arg561His) in the boy. Haplotype analysis and mutation detection showed that the father is the carrier of c.3G>A (p.Met1?) and the mother is the carrier of c.1682G>A (p.Arg561His). The paternal mutation, c.3G>A (p.Met1?), is predicted to introduce a new open reading frame, resulting in truncation of 103 amino acids at the N-terminus. The maternal mutation occurred in the SNF2-related domain involved in ATP hydrolyzation and DNA binding and is predicted to alter the local spatial structure of the protein. CONCLUSION: We report the first SIOD patient from China, who exhibited gross carpal bone age retardation and carried two novel mutations, c.3G>A (p.Met1?) and c.1682G>A (p.Arg561His), in the SMARCAL1 gene.

Clinical and pathological features of microscopic polyangiitis in 20 children.

OBJECTIVE: To explore the clinical and pathological features of microscopic polyangiitis (MPA) in children. METHODS: A retrospective analysis was performed of patients with pediatric MPA in our hospital over 10 years. RESULTS: Data for 20 patients were collected; 16 patients had primary MPA (4 boys, 12 girls), with a median age of 8.9 years at the time of disease onset; 4 patients, all female, had antithyroid drug (ATD)-associated MPA, with an age range of 12.5 to 16.2 years at the time of disease onset. All patients exhibited renal involvement. Renal biopsies were performed in 14 patients. Fibrinoid exudation and necrosis of the glomerular capillaries were observed in all biopsy specimens. Crescents and scleroses were noted in 92.9% and 85.7% of these cases, respectively. The most frequent extrarenal organs involved were lungs, followed by the central nervous system (CNS), skin, and digestive system. Ninety percent of patients were positive for perinuclear antineutrophil cytoplasmic antibody, 94.1% were positive for myeloperoxidase, and 88.2% were positive for both. Forty-five percent of the patients had received steroid plus cyclophosphamide (CTX) pulse therapy for more than 3 months, and varying degrees of remission had been achieved in 88.9% of the patients. CONCLUSION: Both primary and ATD-associated MPA showed a female predisposition. Renal involvement was the most frequently observed condition, followed by involvement of lungs. CNS involvement was not rare in these pediatric patients. The efficacy of steroid plus CTX as induction therapy was evident in these patients.