Emotion recognition will be prosperious in multifarious applications, like distance education, healthcare, and human-computer interactions, etc. Emotions can be recognized from the behavior signals such as speech, facial expressions, gestures or the physiological signals such as electroencephalogram and electrocardiogram. Contrast to other methods, the physiological signals based emotion recognition can achieve more objective and effective results because it is almost impossible to be disguised. This paper introduces recent advancements in emotion research using physiological signals, specified to its emotion model, elicitation stimuli, feature extraction and classification methods. Finally the paper also discusses some research challenges and future developments.
Electrocardiography ; Electroencephalography ; Emotions ; physiology ; Facial Expression ; Gestures ; Humans ; Models, Theoretical

Child ; Critical Care ; Humans ; Intensive Care Units, Pediatric ; Medical Records ; Severity of Illness Index

BACKGROUND:Traumatic auricle defectsin upper 1/2 or lower 1/2,seriously involve theauricular cartilage and skin blood vessels. The autogenic rib cartilage graft and acelular dermal matrix have good histocompatibility, and expanded flapis a kind of thin and achromatic tissue for skin defect repair. OBJECTIVE:To explore theapplication ofacelular dermal matrix and expanded flap in half auricular reconstruction,and to find out the fine carving and anastomosis of autogenic rib cartilage graftas wel as its similarities with the ear and clinical significance. METHODS:Eight cases of half auricular defects were treated with expanded flap, autogenic rib cartilage graft, fine anastomosisofautogenic rib cartilage graft and residual earfor half auricular reconstruction,during which theacelular dermal matrixwas usedto promote residual ear docking and skul auricle angle formation. The reconstructionwasperformed in three stages:first,anexpander(volume, 80mL)wassubcutaneously implanted attheretro-auricular area;second, the auricular defects were reconstructed with fine rib cartilage graft, acelular dermal matrix and auriculoplasty;finaly, acelular dermal matrixwas usedto promote residual ear docking. Thenthehalf auricular reconstructionwas evaluatedby objective measurement and subjective rating. RESULTS AND CONCLUSION:Half auricular reconstruction was successful in al the eight caseswithout obvious complications, and the cartilage grafts were in good condition.During thefolow-up,thereconstructed auriclewasshapedwel andformed a good involution withtheresidualauricle. In addition, the flange was smooth withoutobviouscolor difference and edema, and its position, size and shape were consistent with those of thecontralateralone. Afterthefolow-up of 6 months, objective indicators showed that the affected side had no significant differencefromthe contralateralone(P> 0.05). In conclusion,theacelular dermal matrixcanobviously decrease the complications of the cartilage grafts andcontributeto agood shaped auricle;and half auricular reconstructionby expanded flap, autogenic rib cartilage graft,andfine anastomosis of autogenic rib cartilage graftcanachieve significant clinical effects.

Objective To compare the spatial learning and memory function of heat stroke rats in different periods, to explore the long-term impairment. Methods 42 Sprague-Dawley rats were randomly divided into heat stroke 7 days group (HS7, n=21), heat stroke 21 days group (HS21, n=21), and another 18 rats were performed femoral artery intubation as surgery control group (sham, n=18). They were tested with Morris water maze 7 days and 21 days after modeling respectively for 5 days. The escaping latency, the frequency of crossing the platform area and the duration in the target quadrant were recorded. Results Compared with the sham group, the escaping latency prolonged in HS7 group in all the time (P<0.05), and 4th and 5th days in HS21 group (P<0.05). Compared with HS7 group, the escaping latency short-ened in HS21 group on the 3rd, 4th and 5th days (P<0.05). The duration in the target quadrant shortened in HS7 group compared with the sham group (P<0.05), and prolonged in HS21 group compared with HS7 group (P<0.05). The frequency of crossing the platform decreased both in HS7 group and HS21 group compared with the sham group (P<0.05), and no difference was found between the later 2 groups (P>0.05). Conclusion The impairment of spatial learning and memory is the most seriously 7 days after heat stroke in rats, and it may remain for long time.

ObjectiveTo investigate the effect of Schwann cells (SCs) transplanted into cerebral hemorrhage area on never restore in rat.MethodsSCs were expended and labeled with 5'-Bromodexyuridine (BrdU) in vitro, then transplanted into cerebral hemorrhage area of model rat. Double immunohistochemistry staining was used to detect the expression of BrdU/myelin basic protein (MBP) and BrdU/growth associated protein-43 (GAP-43) respectively.ResultsBrdU/MBP positive cells could be seen one week after transplantation and up to 13 weeks. GAP-43 positive cells appeared in 12 weeks and 13 weeks, which was more in Hippocamp.ConclusionGrafted SCs can participate in remyelination and promoter nerve restore.

Fatigue is an exhaustion state caused by prolonged physical work and mental work, which can reduce working efficiency and even cause industrial accidents. Fatigue is a complex concept involving both physiological and psychological factors. Fatigue can cause a decline of concentration and work performance and induce chronic diseases. Prolonged fatigue may endanger life safety. In most of the scenarios, physical and mental workloads co-lead operator into fatigue state. Thus, it is very important to study the interaction influence and its neural mechanisms between physical and mental fatigues. This paper introduces recent progresses on the interaction effects and discusses some research challenges and future development directions. It is believed that mutual influence between physical fatigue and mental fatigue may occur in the central nervous system. Revealing the basal ganglia function and dopamine release may be important to explore the neural mechanisms between physical fatigue and mental fatigue. Future effort is to optimize fatigue models, to evaluate parameters and to explore the neural mechanisms so as to provide scientific basis and theoretical guidance for complex task designs and fatigue monitoring.
Attention ; Brain ; physiology ; Fatigue ; Humans ; Mental Fatigue ; Workload

Objective To investigate the status of geriatric doctors' acknowledge and treatment of outpatients with lower urinary tract symptoms in 15 Chinese cities.Methods The investigation was conducted in 15 Chinese cities and involved 1056 geriatric doctors from December 2013 to February 2014.The questionnaire survey was made in behavior,attitude,skill and knowledge(BASK)of LUTS.The geriatric doctors participated in the investigation by answering the questionnaires about acknowledge for definition,etiology,diagnosis and treatment of the LUTS,and in results discussion,which was aimed at improving participants' cognition for diagnosis and treatment of elderly LUTS and at strengthening the practice.The final objective was to promote diagnosis standardization and to improve the level of clinical diagnosis and treatment for the elderly 1UTS.Results 95.9％ of geriatric doctors considered that they knew well the main clinical manifestations of LUTS.However,34.3 ％ of geriatric doctors were able to classify the symptoms of LUTS correctly.More than 90.0 ％ of geriatric doctors considered that the causes of LUTS were variable and they mastered the common cause of LUTS.But,38.0％ of them were able to completely master the causes of LUTS and 35.5％ would actively ask outpatients about the symptoms.70.0％ of the doctors thought they were familiar with the initial manifestations of LUTS and benign prostatic hypertrophy(BPH).However,many Chinese geriatric doctors didn't follow up the guidelines and 30.0％ of them failed to evaluate the severity of LUTS via IPSS(International Prostatic Symptom Score).75.8％ of geriatric doctors considered that they would give the patients the best treatment options by comprehensive assessment.However,60.0％ of them didn't know that α1 receptor blocker was the first line of treatment option of patients with moderate severe LUST.More than half of them were unclear that the patients with prostate volume under 40 ml could be treated by α1 receptor blocker.82.3％ of geriatric doctors considered that LUTS and hypertension should be treated respectively.But,55.0％ of them didn't know that ALLHAT trial has proved that Doxazosin would increase the risk of cardiovascular event.Conclusions The geriatric doctors are now able to pay attention to outpatients with LUTS,but still should further strengthen their acknowledge on the definition,cause,diagnosis and treatment of LUTS.

Objective To verify the safety and feasibility of applying laparoendoscopic singlesite radical prostatectomy (LESS-LRP) in the treatment of prostate cancer. Methods From Sept. to Dec. 2010, LESS-LRP was used to treat 2 early stage prostate cancer patients. The LESS-LRP was preformed through extra-peritoneal approach by using standard laparoscopic instruments and a 5 mm flexible laparoscope. This technique were evaluated in respects of operative time, estimated blood loss, intraoperative complications, drainage time, post-operative pain score (VAPS), post-operative hospital stay, pathological results and post-operative PSA levels. Results All procedures of the 2cases were completed with LESS-LRP without conversion to standard laparoscopic or open radical prostatectomy. The operative times for LESS-LRP were 280 and 285 min, estimated blood loss were 400 and 200 ml, respectively. There was no severe intraoperative complication. The drainage times were 2 and 6 d, the VAPS in the first post-operative day were 1 and 0, and post-operative hospital stay were 14 and 7 d. There was no secondary bleeding or wound infection. The 2 prostate cancer cases were all in pathological stage pT2c N0 M0. Surgical margins of the specimens were negative. The first case showed PSA of 0. 033 ng/ml 1 month after the surgery. Conclusion LESS-LRP can be an exploratory option in clinical for the treatment of prostate cancer.

Objective To verify the clinical safety and feasibility of applying laparoendoscopic single-site surgery (LESS) in the treatment of elder patients with urological tumors. Methods From August 2010 to March 2011, LESS technique was used to do prostatectomy in five cases, nephrectomy in 3 cases and adrenalectomy in four cases. Quadport was inserted through a transumbilical incision. Flexible tip 5 mm laparoscope and standard laparoscopic instruments were employed. This technique was evaluated in respects of operative time, estimated blood loss, intraoperative complications, drainage time, post-operative visual analogue pain scale (VAPS), post-operative hospital stay and pathological change. Results All the procedures in this group were completed successfully with LESS. There was no additional trocarand conversion to standard laparoscopic or open surgery. Application of Quadport reduced the clash of instruments. Carefully performing surgery and avoiding blunt dissection to reduce intraoperative bleeding is the cornerstone of success. The operative time and estimated blood loss were (192.0±76.7) min and (174.6±167.2) ml, respectively. There was no severe intraoperative complication and blood transfusion. The VAPS in the first post-operative day was (0.9 ± 1.0) minutes and the drainage time was (3.5±1.7) d while post-operative hospital stays were (7.9±3.4) d. There was no occurrence of secondary bleeding and wound infection. Conclusions LESS is a safe and feasible alternative for the treatment of urological tumors in elderly patients, but needs further clinical investigation.

ObjectiveTo verify the safety and feasibility of retroperitoneal laparoendoscopic singlesite surgery (LESS) adrenalectomy in the treatment of adrenal gland tumors or cyst.MethodsFrom Oct.2009 to Jan.2012,7 patients underwent retroperitoneal LESS adrenalectomy with Quadport technology by one surgeon.The mean patient age was 46 ( 39 - 55 ) years.The mean largest tumor diameter was 2.3 (1.8-3.6) cm.All procedures were performed through retroperitoneal approach by using Quadport,tip flexible laparoscope with 0° lens and conventional laparoscopic instruments.This technique was evaluated in respects of operative time,estimated blood loss,intraoperative complications,drainage time,visual analog pain scale (VAPS) score,post-operative hospital stay and pathological results.ResultsSeven cases of LESS adrenalectomy were completed successfully.There was no additional trocar added,no conversion to conventional laparoscopic or open approach.The mean operative time was 106 (70 - 180) min,and the mean estimated blood loss was 59 (5 -200) ml.The mean first day post-operative VAPS score was 2 (1 -3),drainage time was 2 (2 -3) d.Post-operative hospital stay was 5 (3 -6) d.No perioperative complication was observed.Pathological results showed 1 case of adrenal pheochromocytoma,5 cases of adrenal cortical adenoma and 1 case of adrenal cyst.ConclusionRetroperitoneal LESS adrenalectomy is a safe and feasible option for the treatment of adrenal tumors and cyst.