Fetal electrocardiogram signal extraction and analysis method combining fast independent component analysis algorithm and convolutional neural network / 生物医学工程学杂志

Fetal electrocardiogram (ECG) signals provide important clinical information for early diagnosis and intervention of fetal abnormalities. In this paper, we propose a new method for fetal ECG signal extraction and analysis. Firstly, an improved fast independent component analysis method and singular value decomposition algorithm are combined to extract high-quality fetal ECG signals and solve the waveform missing problem. Secondly, a novel convolutional neural network model is applied to identify the QRS complex waves of fetal ECG signals and effectively solve the waveform overlap problem. Finally, high quality extraction of fetal ECG signals and intelligent recognition of fetal QRS complex waves are achieved. The method proposed in this paper was validated with the data from the PhysioNet computing in cardiology challenge 2013 database of the Complex Physiological Signals Research Resource Network. The results show that the average sensitivity and positive prediction values of the extraction algorithm are 98.21% and 99.52%, respectively, and the average sensitivity and positive prediction values of the QRS complex waves recognition algorithm are 94.14% and 95.80%, respectively, which are better than those of other research results. In conclusion, the algorithm and model proposed in this paper have some practical significance and may provide a theoretical basis for clinical medical decision making in the future.

Gender difference in clinical manifestations of KBG syndrome due to variants of ANKRD11 gene / 中华医学遗传学杂志

OBJECTIVE@#To explore gender difference in the clinical manifestations of two children with Keishi-Bukuryo-Gan syndrome (KBGS).@*METHODS@#Clinical manifestations of the two children were reviewed. Genetic testing was carried out through next generation sequencing (NGS). Treatment was summarized, and the prognosis was followed up.@*RESULTS@#Both children showed particular appearance including megatooth, abnormal hair distribution, hands' abnormality and language development delay. NGS revealed that both children have carried pathogenic variants of the ANKRD11 gene (c.1903_1907del and c.4911delT), which resulted in shifting of amino acid sequences starting from the Lysine and Proline at positions 635 and 1638, respectively. The female patient exhibited central precocious puberty. Her height has increased by 13 cm, and sex characteristics has retracted after treatment with leuprorelin for 23 months and recombinant human growth hormone for 1 month.@*CONCLUSION@#Comparison of the two cases with different genders and summary of previously reported cases found that male KBGS patients have more obvious dysmorphisms such as triangular face, synophrys, ocular hypertelorism and vertebral body abnormality, with higher morbidity of epilepsy, mental retardation, autism, congenital heart disease, immune thrombocytopenia and other complications. KBGS is an autosomal dominant disease featuring more evident peculiar appearance and global development delay. Male patients often have multi-system involvement, and multidisciplinary cooperation is required for early recognition of particular features in order to improve the prognosis.

Case report of fetal alcohol syndrome / 中华实用儿科临床杂志

The clinical characteristics of a case of fetal alcohol syndrome (FAS) diagnosed by Shenzhen Children′s Hospital were summarized.The patient was 6 years and 4 months old, and admitted to the hospital because of her " slow growth of height for more than 6 years" . There was a history of alcohol exposure in the fetus.The infant was born with low body mass, and grew slowly in height and body mass after birth.She was diagnosed with FAS due to typical facial features of FAS, microcephalia, poor memory and narrative ability.The effect of alcohol exposure during pregnancy on fetus is permanent, and abstinence is the only way to prevent FAS.In this paper, the clinical characteristics of FAS were summarized and the literature was reviewed in order to improve the clinical understanding of the disease.