Using the self—designed Aphasia Battery of Chinese(ABC),the authors examined245 normal subjects without a history of organic brain disease and 139 patients with aphasia followingthe onset of stroke and with single lesion demonstrated by.CT.In normal group,sex,age,handedness,and education level were found no significant influence on testing results.There were also no signifi-cant difference in the subtests of oral expression and listening comprehension among groups by educa-tion level.The characteristics of each type of aphasia were described.The results suggested that ABCis a suitable tool of aphasia examination for Chinese abult.

0 05) (2) There appeared difficulty in different degrees in the 9 items of auditory discrimination of the patients with WA, CA and TCS The auditory comprehension disturbance of object and action was less, and to comprehend color and body part was in most difficulty Those having significant difference( P

Objective To explore the role of medial temporal lobe (MTL) structure in generating P 300.Methods Event-related potentials (ERPs) were performed in the patient following left lateral anterior temporal lobectomy and 17 health subjects. Two models of vision and auditus were involved in the study.Results The latency, amplitude and sideway distribution of auditory and visual P 300 were in the normal range gained from the healthy controls.Conclusion MTL structure may be not important in generating scalp P 300.

Objective:To investigate the effect of prison police's job burnout on their life satisfaction and the role of psychological detachment between them.Methods:Questionnaire survey was conducted among 253 prison policemen in Henan Province with the Maslach Burnout Inventory-General Survey (MBI-GS,including emotional exhaustion,cynicism,and reduced personal accomplishment),Satisfaction with Life Scale (SWLS) and Psychological Detachment Questionnaire (PDQ).Results:The MBI-GS total scores and the scores of its three dimensions were negatively correlated with SWLS scores (r ＝-0.41,-0.38,-0.36,-0.21,Ps ＜0.001),PDQ scores were negatively correlated with MBI-GS total scores and emotional exhaustion scores (r ＝-0.21,-0.31,Ps ＜ 0.001),but positively correlated with SWLS scores (r ＝ 0.22,P ＜ 0.001).Psychological detachment played a moderating role between job burnout and life satisfaction (β ＝ 0.58,P ＜ 0.001).Conclusion:It suggests that prison police's job burnout may reduce their life satisfaction,and psychological detachment can moderate the influence of job burnout on life satisfaction.

Objective To report a family with lipoid proteinosis (LP) from Shandong province and to analyze mutations in the extracellular matrix protein 1 (ECM1) gene in this family.Methods Eight members in a threegeneration family with LP were clinically investigated,and two patients were identified to suffer from LP,including the proband (Ⅲ 1) and her mother (Ⅱ 2).Both of the patients presented with papules on the palpebral margin,short and thick lingual frenum,and hoarseness.Indirect laryngoscopy showed infiltrating and thickening of the vocal cord.Pathological examination of lesions on the palpebral margin and laryngeal mucosa revealed deposits of hyaline-like material in the dermis,which was strongly positive for periodic acid-Schiff (PAS) staining and resistant to diastase digestion.The pathological diagnosis was LP.Blood samples were collected from all the family members and 100 ethnically matched,unrelated and unaffected Chinese human controls followed by DNA extraction.PCR and sequencing were performed to detect the ECM1 gene,and nested PCR followed by agarose gel electrophoresis to analyze mutations in the coding region of the ECM1 gene.Results Both of the two patients were compound heterozygotes.Three missense mutations,incluing p.P169T,p.A44T and p.R392W,were found in the ECM1 gene of the affected mother,with p.P169T in one allele and p.A44T as well as p.R392W in the other.The girl patient inheried the missence mutation p.P169T from her mother and a synonymous mutation c.879G ＞ A from her father (Ⅱ 1).Nested PCR showed that the c.978G ＞ A mutation generated a splice-acceptor site AG,which leaded to a splicing defect.Conclusion A novel synonymous splice-acceptor site mutation c.879G ＞ A in the ECM1 gene is identified in the family with LP.

Objective To observe the effects of Pinggan Jiangya Capsule on renin activity (RA) and angiotensinⅡ (AngⅡ) of spontaneously hypertensive rats. Methods Pinggan Jiangya Capsule was administered to male SHRs as treatment group (n=10), and equal volume of normal saline was administered to normal control WKY rats group(n=10) or SHR as model group(n=10) respectively for 12 weeks intragastrically. RA and AngⅡ level were measured by radio-immunoassay. Results The blood pressure decreased significantly after treatment with Pinggan Jiangya Capsule for 12 weeks(P

Microscopic characteristics of several Mongolian Herbal flowers were extracted by improved Pseudo-Jacobi (p = 4, q = 2)-Fourier Moments (PJFM's), and 368 different versions of 28 microscopic characteristics of these herbs were identified by using the minimum-mean-distance rule. The experimental results showed that the average identification rate reaches as high as 98.1%. Therefore, this study can provide new techniques for digitalization and visualization of microscopic characteristics of Mongolian Herbs.
China ; Flowers ; ultrastructure ; Image Processing, Computer-Assisted ; methods ; Pattern Recognition, Automated ; methods ; Plants, Medicinal ; ultrastructure

Objectives To research clinical effects of severe brain injury patients treated by acupuncture and herb combine mild hypothermia,discuss the new approach of severe brain injury patients treatment combine Chinese traditional and Western medicine.Methods Investigated 68 severe traumatic brain injured patients,randomly divided into three groups,acupuncture and herb combine mild hypothermia group (n =22),mild hypothermia group (n =24) and normal temperature routine treatment group (n =22).Dynamic intracranial pressure,brain damage index (cytoskeletal protein),immunologic function (IL-6,β2 microglobulin),combine rate of complications (including irritable ulcer,lung infection,epilepsy,sugar metabolism disorder,and so on),and long-term GOS score were analyzed.SPSS12.0 software was used for statistical processing,and the standard deviation of the measurement data were expressed as the standard deviation.The counting data were expressed as apercentage,and the chi-square test was used for the comparison between group.Results There were significant differences between three groups of intracranial pressure,immunologic function,complication occurring rate (P ＜0.05),but there had no significant difference between acupuncture and herb combine mild hypothermia group and mild hypothermia group of brain damage index and GOS,and there have significant difference between these two groups and normal temperature routine treatment group.Conclusions Acupuncture and herb combined mild hypothermia might be better in reducing intracranial pressure,the incidence of complication,and improving immune function of severe brain injury,than mild hypothermia group and normal temperature routine treatment group.

Objective:To explore whether deep learning could apply to recognize the recurrent laryngeal nerve in the video of unilateral axillary approach endoscopic thyroidectomy.Methods:Videos of endoscopic thyroidectomy via unilateral axillary approach in Peking Union Medical College Hospital from Jul. 1st, 2020 to May. 1st, 2021 were collected. Videos containing the recurrent laryngeal nerve were selected, and the outline of recurrent laryngeal nerve were marked by two senior thyroid surgeons and staffs. Data were divided into training set and test set in a ratio of 5:1, and classified into high, medium and low recognition group according to difficulty of recognizing the outline of the nerve. The neuron network was based on PSPNet combined with Resnet50. All data were analyzed by R (ver. 4.0.2) .Results:A total of 38 videos including 35,501 frames of pictures were included in this study. 29, 704 frames of 32 videos were in our training set and 5797 frames of 6 videos were in the test set. When the intersection over union (IOU) threshold is 0.1, the sensitivity and precision is 100.0%/92.1%, 95.8%/80.2% and 81.0%/80.6% in high, medium and low recognition group respectively. When the IOU threshold is 0.5, the sensitivity and precision is 92.6%/85.3%, 71.7%/60.5% and 38.1%/37.9% in high, medium and low recognition group respectively, indicating that neuron network could located the outline of recurrent laryngeal nerve in high and medium recognition group. False negatives were often due to small targets and unclear boundaries.Conclusion:Recurrent laryngeal nerve recognition based on deep learning is feasible and has potential application value in endoscopic thyroidectomy, which may help surgeons reduce the risk of accidental injury of recurrent laryngeal nerve and improve the safety of thyroidectomy.

Objective:To investigate the application value of machine learning algorithms for gauze detection in laparoscopic pancreatic surgery.Methods:The retrospective and descriptive study was conducted. The 80 intact laparoscopic pancreatic surgery videos from Peking Union Medical College Hospital of Chinese Academy of Medical Sciences with timing of July 2017 to July 2020 were collected. The training set was used to train the neural network, and the test set was used to test the ability of neural network for gauze detection under different difficulties. Under the supervision of two superior doctors, videos that containing gauze were selected and classified according to recognition difficulty into three difficulty level including easy, normal and hard difficulty, and further divided based on random number method into training set with 61 videos and test set with 19 videos in a ratio of 3:1 roughly. The minimum enclosing rectangle of the gauze were marked frame by frame. All images were input to the neural network model for training after normalization and preprocessing. For every image, the output of neural network is the predicted minimum enclosing rectangle of gauze. The intersection over union >0.5 was identified as positive result. Observation indicators: (1) video annotation and classification; (2) test outcomes of neural network for test set.Count data were represented as absolute numbers or percentages.Results:(1) Video annotation and classification: a total of 26 893 frames of images form 80 videos were annotated, with 61 videos including 22 564 frames of images as the training set and 19 videos including 4 329 frames of images as the test set. Of the training set, 19 videos including 5 791 frames of images were classifed as easy difficulty, 38 videos including 15 771 frames of images were classifed as normal difficulty, 4 videos including 1 002 frames of images were classifed as hard difficulty, respectively. Of the test set, 4 videos including 1 684 frames of images were classifed as easy difficulty, 6 videos including 1 016 frames of images were classifed as normal difficulty, 9 videos including 1 629 frames of images were classifed as hard difficulty, respectively. (2) Test outcomes of neural network for test set: the overall sensitivity and accuracy of gauze detection by neural network in the test set were 78.471%(3 397/4 329) and 69.811%(3 397/4 866), respectively. The sensitivity and accuracy of gauze detection by neural network were 94.478%(1 591/1 684) and 83.168%(1 591/1 913) in easy difficulty test set. The sensitivity and accuracy of gauze detection by neural network were 80.413%(817/1 016) and 70.859%(817/1 153) in normal difficulty test set, 60.712%(989/1 629) and 54.944%(989/1 800)in hard difficulty test set. The frame rate reached more than or equally to 15 fps. The overall false negative rate and false positive rate of gauze detection by neural network in the test set were 21.529%(932/4 329) and 30.189%(1 469/4 866), respectively. The false negative was mainly due to the existence of blurred images, too small gauze exposure or blood immersion of gauze. The false positive was caused by the reflection of connective tissue or body fluids.Conclusion:The machine learning algorithms for gauze detection in laparoscopic pancreatic surgery is feasible, which could help medical staff identify gauze.