Objective To propose a conditional random field (CRF) model based on the new word segmentation method Re-entity, and to compare with bi-directional long short-term memory neural network (BiLSTM)-CRF and Lattice-long short-term memory neural network (LSTM). Methods After analyzing the existing entity recognition methods, we proposed CRF method based on Re-entity, BiLSTM-CRF and Lattice-LSTM for the China Conference on Knowledge Graph and Semantic Computing in 2018 (CCKS2018) task one: Chinese clinical named entity recognition, and trained character vector sets at different parameter levels based on different corpora. The comparative experiments on model performance were carried out in the different neural network models for each methods. Finally, the comparative study was carried out based on different input lengths such as the sentence level and the text level. Results Re-entity method can improve the performance of CRF model. Lattice-LSTM model based on sentence level achieved a strict F1-measure of 89.75% on this task, which was higher than the highest F1-measure (89.25%) on the task one of CCKS2018. Conclusion The CRF model based on Re-entity can effectively improve the recognition rate of traditional Chinese medicines in electronic medical records by using normalized Chinese clinical drug. Re-entity method can improve the error accumulation caused by word segmentation in data preprocessing. Lattice structure can better combine the latent semantic information of characters and word sequences. At the same time, sentence-level input can effectively improve the recognition accuracy of neural network models.

OBJECTIVETo evaluate the effect of endoscopic surgery using the low-temperature plasma radiofrequency for nasal hemangioma.

METHODSClinical data of 15 patients treated between October 2007 and October 2009 under endoscopic surgery using the low-temperature plasma radiofrequency were retrospectively studied.

RESULTSAll tumors in 15 patients were completely removed. The blood loss was 1 - 150 ml and the average blood loss was about 15 ml, only gelatin sponge was used to protect the wound after operation. There was no additional packing to stop bleeding. No complications were seen. The patients had mild postoperative pain. All patients were followed-up from 2 months to 2 years, no recurrence was found.

CONCLUSIONSEndoscopic surgery using low-temperature plasma radiofrequency for nasal hemangioma has following advantages such as simplicity, minimal invasion and so on. It is a viable surgical method for the treatment of nasal hemangioma.

Adult ; Aged ; Catheter Ablation ; methods ; Endoscopy ; Female ; Hemangioma ; surgery ; Humans ; Hypothermia, Induced ; Male ; Middle Aged ; Nose Neoplasms ; surgery ; Retrospective Studies ; Young Adult

To report a case of cutaneous and subcutaneous coinfection caused by Lichtheimia corymbifera and Candida parapsilosis.A 67-year-old female peasant consulted about proliferative granuloma developing on her left forearm after topical application of a Chinese herbal drug and splint fixation for the treatment of suspected fracture of the wrist.Direct microscopic examination showed gram positive budding yeast cells in lesion secretions.Pathological study with periodic acid-Schiff (PAS) and gormori methenamine silver (GMS) staining revealed broad non-separate hyphae in the corneum and dermis.Fungal culture of lesional tissue at 35℃ grew both mould and yeast.The mould was identified as Lichtheimia corymbifera based on morphological findings and sequences of the internal transcribed space (ITS) 1-4 regions.Thermal tolerance study revealed that the isolate grew fast at 37℃ but slowly at 40℃.Under a scanning electron microscope,the acrogenous sporangia were pear-shaped with conical sporangiophores originating from the top of stolon,which were among but not opposite to the rhizoids.The yeast was identified as Candida parapsilosis by Chromagar test and D1/D2 region sequencing.As antimicrobial susceptibility test indicated,the Lichtheimia corymbifera isolate was most sensitive to terbinafine and itraconazole.The proteolytic activity of Lichtheimia corymbifera was higher than that of Candida parapsilosis.The granuloma completely subsided after surgical resection and 6-week treatment with oral itraconazole 200 mg twice a day.No recurrence was observed during a 4-year follow-up.

OBJECTIVETo study the relations between anthropometric parameters [body mass index (BMI), percent of body fat, waist circumference] and blood lipids of urban children in Beijing and to compare the ability of prediction effect of waist circumference, percent body fat and BMI on lipid profiles.

METHODS852 children aged 9-10 were recruited with multi-stage sampling. Serum lipids of children were measured using automatic biochemical instrument. Fisher's exact test, trend test and median regression were used to analyze the data from 847 subjects with valid information.

RESULTS(1)With the rise of the BMI, percent body fat and waist circumference, total triglycerides (TG), total cholesterol (TC) and low density lipoprotein choleasterol (LDL-C) showed increasing trends while high density lipoprotein choleasterol (HDL-C) had a decreasing trend(P < 0.01). (2)TG was mainly influenced by waist circumference (t = 6.86), sex (t = 3.96) and percent of body fat (t = 1.85); TC was influenced by percent of body fat (t = 5.31); LDL-C was influenced by waist circumference (t = 4.65), height (t = -2.79) and percent age of body fat (t = 2.77); HDL-C was influenced by waist circumference (t = -12.24), sex (1= -5.83).

CONCLUSIONWith the aggravation of children's fatness (BMI, WC and PBF), serum lipids would increase and WC seemed to be the best predictor for lipids among BMI, WC and PBF.

Body Composition ; Body Height ; Body Mass Index ; Child ; China ; Cholesterol, HDL ; blood ; Cholesterol, LDL ; blood ; Humans ; Triglycerides ; blood ; Urban Population ; Waist Circumference

Objective To evaluate preoperative three dimensional(3D)reconstruction techniques in perioperative patients of hepatocellular carcinoma (HCC) undergoing hepatectomy.Methods Fifty-eight HCC patients who had undergone hepatectomy between 2015 and 2017 were enrolled.Twenty-three patients underwent hepatectomy based on preoperative 3D reconstruction techniques,while other thirty-five patients were without using it.Results No significant statistical difference was found in clincopathological parameters of patients preoperatively.The patients who underwent hepatectomy based on 3D reconstruction techniques had less operation time (Z =-2.213,P =0.028),hepatic inflow occlusion rate,time (x2 =3.966,P =0.046;Z =-2.371,P =0.018) and blood loss (Z =-2.140,P =0.032) during operation.Totally 23 postoperative complications occurred which were Clavien-Dindo classification grade Ⅰ or Ⅱ.More complications occurred in the not using 3D technique group (x2 =6.061,P =0.014).Conclusion Preoperative 3D reconstruction technique improves the perioperative prognosis of hepatectomy in patients with hepatocellular carcinoma.

OBJECTIVE: To investigate the prognostic value of the serum calcium level corrected by serum albumin (cCA) and corrected serum lactate dehydrogenase (LDH) level for the risk stratification for newly diagnosed multiple myeloma (MM) patients. METHODS: The clinical data and survival of 186 newly diagnosed MM patients admitted to our hospital from June 1, 2015 to November 1, 2017 were collected. The patients's survival time was obtained by telephone and follow-up visits to patients and their families. The value of the prognostic system consisting of cCA levels and LDH levels in the survival time of MM patients was retrospectively analyzed. Moreover, the post-corrected hypercalcemia and high LDH as 2 factors were used for risk stratification, then according to these 2 factors, the MM patients were divided into 3 groups: group 1 (no risk factor), group 2 (1 risk factor) and group 3 (2 risk factors), and the effect of risk factors on the prognosis of MM patients was analyzed. RESULTS: The median follow-up time was 16 months. The cumulative OS rate of the post-corrected hypercalcemia group was lower than that of the non-hypercalcemia group. The 1-year cumulative OS rate in the 2 groups was 79.0%±6.7% and 88.6%±3.0%, the 3-year cumulative OS rate was 53.0%±10.5% and 74.6%±6.6% (P=0.016), respectively. The cumulative OS rate of the high LDH group [LDH ＞upper limit of normal (ULN), ULN=250 U/L] was lower than that in the normal LDH group. The 1-year cumulative OS rate in the 2 groups was 71.6%±8.6% and 90.0%±2.8%, the 2-year cumulative OS rate was 44.9%±12.1% and 83.1%±4.0%, respectively, and the median OS time was 19 months (95%CI: 15.32-23.34) and not reached (P=0.001). The risk stratification analysis showed that the median OS time of the 3 group was not reached (n=103, 57%), not reached (n=70, 39%) and 17 months (n=7, 4%, 95%CI: 5.19-28.41, P＜0.001). Patients with two risk factors had a prognosis worse than patients with 0-1 risk factor. CONCLUSION The prognostic combination of corrected serum calcium and LDH levels may provide a basis for risk stratification and prognosis in MM patients in clinical practice.
Calcium ; Humans ; L-Lactate Dehydrogenase ; Multiple Myeloma ; Prognosis ; Retrospective Studies

Objective: To explore the heterogeneity and correlation of clinical phenotypes and genotypes in children with disorders of sex development (DSD). Methods: A retrospective study of 1 235 patients with clinically proposed DSD in 36 pediatric medical institutions across the country from January 2017 to May 2021. After capturing 277 DSD-related candidate genes, second-generation sequencing was performed to analyzed the heterogeneity and correlation combined with clinical phenotypes. Results: Among 1 235 children with clinically proposed DSD, 980 were males and 255 were females of social gender at the time of initial diagnosis with the age ranged from 1 day of age to 17.92 years. A total of 443 children with pathogenic variants were detected through molecular genetic studies, with a positive detection rate of 35.9%. The most common clinical phenotypes were micropenis (455 cases), hypospadias (321 cases), and cryptorchidism (172 cases) and common mutations detected were in SRD5A2 gene (80 cases), AR gene (53 cases) and CYP21A2 gene (44 cases). Among them, the SRD5A2 mutation is the most common in children with simple micropenis and simple hypospadias, while the AMH mutation is the most common in children with simple cryptorchidism. Conclusions: The SRD5A2 mutation is the most common genetic variant in Chinese children with DSD, and micropenis, cryptorchidism, and hypospadias are the most common clinical phenotypes. Molecular diagnosis can provide clues about the biological basis of DSD, and can also guide clinicians to perform specific clinical examinations. Target sequence capture probes and next-generation sequencing technology can provide effective and economical genetic diagnosis for children with DSD.
3-Oxo-5-alpha-Steroid 4-Dehydrogenase/genetics* ; Child ; China/epidemiology* ; Cryptorchidism/genetics* ; Disorders of Sex Development/genetics* ; Female ; Genital Diseases, Male ; Genotype ; Humans ; Hypospadias/genetics* ; Male ; Membrane Proteins/genetics* ; Penis/abnormalities* ; Phenotype ; Retrospective Studies ; Steroid 21-Hydroxylase/genetics*