Hypertension is the primary disease that endangers human health. A convenient and accurate blood pressure measurement method can help to prevent the hypertension. This paper proposed a continuous blood pressure measurement method based on facial video signal. Firstly, color distortion filtering and independent component analysis were used to extract the video pulse wave of the region of interest in the facial video signal, and the multi-dimensional feature extraction of the pulse wave was preformed based on the time-frequency domain and physiological principles; Secondly, an integrated feature selection method was designed to extract the universal optimal feature subset; After that, we compared the single person blood pressure measurement models established by Elman neural network based on particle swarm optimization, support vector machine (SVM) and deep belief network; Finally, we used SVM algorithm to build a general blood pressure prediction model, which was compared and evaluated with the real blood pressure value. The experimental results showed that the blood pressure measurement results based on facial video were in good agreement with the standard blood pressure values. Comparing the estimated blood pressure from the video with standard blood pressure value, the mean absolute error (MAE) of systolic blood pressure was 4.9 mm Hg with a standard deviation (STD) of 5.9 mm Hg, and the MAE of diastolic blood pressure was 4.6 mm Hg with a STD of 5.0 mm Hg, which met the AAMI standards. The non-contact blood pressure measurement method based on video stream proposed in this paper can be used for blood pressure measurement.
Humans ; Blood Pressure/physiology* ; Blood Pressure Determination/methods* ; Algorithms ; Hypertension/diagnosis* ; Sexually Transmitted Diseases

Objective To investigate the rate and correlates of receiving human immunodeficiency virus(HIV) serostatus disclosure from their most recent male sexual partners among men who have sex with men(MSM) aged 50 and above. Methods With a geosocial networking application,we recruited participants through online convenience sampling to collect the demographic variables,behavioral information,receiving HIV serostatus disclosure,etc.Univariate and multivariate analyses were performed to interpret the associated factors of receiving HIV serostatus disclosure. Results Overall,38.4%(398/1037) of participants received HIV serostatus disclosure from their most recent male sexual partners.The multivariable analysis demonstrated that the following populations were less likely to receive HIV serostatus disclosure from their most recent male sexual partners:participants with junior high school degree or below(OR=0.660,95%CI=0.473-0.922, P=0.015) compared to those with senior high school degree or above;participants unemployed(OR=0.537,95%CI=0.322-0.896, P=0.017) and employed(OR=0.663,95%CI=0.466-0.944, P=0.022) compared to those retired;participants without knowledge about HIV or acquired immune deficiency syndrome(AIDS) compared to those with knowledge about HIV/AIDS(OR=0.636,95%CI=0.466-0.868, P=0.004);participants having ≥2 male sexual partners in the last year(OR=0.433,95%CI=0.320-0.586, P<0.001) compared to those having none or one male sexual partner;participants never been tested for HIV(OR=0.544,95%CI=0.403-0.734, P<0.001) compared to those ever been tested for HIV;participants ever been diagnosed to have sexually transmitted infection(STI)(OR=0.472,95%CI=0.349-0.637, P<0.001) compared to those never diagnosed to have STI;and participants with higher level of HIV stigma(OR=0.742,95%CI=0.604-0.912, P=0.005). Conclusions Our findings indicated that the MSM aged 50 and above had low possibility of receiving HIV serostatus disclosure from the most recent male sexual partners.Education,employment status,number of sexual partners,HIV/AIDS-related knowledge,HIV testing behaviors,STI infection history,and HIV stigma contributed to this result.
Acquired Immunodeficiency Syndrome ; Disclosure ; Female ; HIV ; HIV Infections ; Homosexuality, Male ; Humans ; Male ; Sexual Behavior ; Sexual Partners ; Sexual and Gender Minorities ; Sexually Transmitted Diseases/diagnosis*

BACKGROUND: Condyloma acuminatum is a sexually transmitted disease (STD) associated with the human papillomavirus (HPV). Although it is a relatively common disease, there has been no epidemiological and clinical study of condyloma acuminatum performed in Korea since 1978. OBJECTIVE: We aimed to evaluate the clinical features of condyloma acuminatum in Korean patients, to identify the genotypes of HPV, as well as determine factors associated with recurrence of condyloma acuminatum. METHODS: We studied 80 patients (60 men and 20 women) diagnosed with condyloma acuminatum. We analyzed age, sex, duration of the disease, number and locations of lesions, underlying diseases and co-infection with STDs, treatment modalities, and number of relapses. Additionally, 26 patients were analyzed for HPV subtypes. We also evaluated factors affecting recurrence of condyloma. RESULTS: Mean age at the time of diagnosis was 36.9±17.7 years and mean duration of disease was 7.2±16.5 months. The most common sites of involvement were found to be the penile shaft in men and the labia majora in women. We observed that 28 patients showed relapse with a mean duration of 1.5±4.5 months. HPV genotyping revealed that type 6, 11, and 44 genotypes that are associated with a low risk of malignancy were detected in 76.9% of cases, and type 16, 18, 51, 52, and 66 genotypes associated with a high risk of malignancy were detected in 15.3% cases. A significant relationship was observed between the recurrence rates of condyloma acuminatum and the rates of co-infection with STDs and the number of lesions. CONCLUSION: We report a recent epidemiological and clinical review analyzing genotypes of HPV in Korean patients presenting with condyloma acuminatum.
Clinical Study ; Coinfection ; Diagnosis ; Female ; Genotype* ; Humans* ; Korea ; Male ; Recurrence ; Sexually Transmitted Diseases

PURPOSE: To report a case of acute interstitial keratitis as the first clinical sign in a patient with latent syphilis. CASE SUMMARY: A 23-year-old female presented with visual impairment and discomfort in her right eye that developed 3 days earlier. The visual acuity in the right eye was 20/200 and corrected to 20/100, and slit lamp examination showed round sub-epithelial opacification in the central cornea with stromal edema and neovascularization on the cornea of the right eye. Whole body tests including serological tests were performed. Under the suspicion of acute interstitial keratitis, topical antibiotics and steroids were applied 4 times a day initially. Serological tests were reactive for venereal disease research laboratory test (VDRL). Under the suspicion of acute interstitial keratitis due to syphilis, fluorescent treponemal antibody absorption test IgM/IgG (FTA-ABS IgM/IgG) was performed; a positive result for FTA-ABS IgG led to diagnosis of acute interstitial keratitis with latent syphilis. During treatment, systemic doxycycline 200 mg for 4 weeks with topical antibiotics and steroids were administered, the opacity and edema of the cornea regressed after 2 weeks of treatment, and visual acuity in the patient's right eye improved to 20/20. CONCLUSIONS: We report an unusual case of acute interstitial keratitis as the first clinical manifestation of latent syphilis in an immunocompetent patient.
Anti-Bacterial Agents ; Cornea ; Diagnosis ; Doxycycline ; Edema ; Female ; Fluorescent Treponemal Antibody-Absorption Test ; Humans ; Immunoglobulin G ; Keratitis* ; Patient Rights ; Serologic Tests ; Sexually Transmitted Diseases ; Slit Lamp ; Steroids ; Syphilis* ; Syphilis, Latent ; Treponema pallidum ; Vision Disorders ; Visual Acuity ; Young Adult

PURPOSE: To identify differences between three-phase bone scan and SPECT/CT (TBS) and WBC SPECT/CT (WS) and compare diagnostic accuracies of each modality in patients with suspicious post-traumatic osteomyelitis (OM).METHODS: Twenty-one patients with suspicious post-traumatic OM were enrolled. All patients performed TBS and WS within 1 week. Foci ofMDP andWBC accumulation were divided into three categories: bone (OM), soft tissue (soft tissue inflammation; STI), negative for inflammation (NI). Confirmative diagnosis was made upon operative pathology or long-term clinical follow-up.RESULTS: Of 21 patients, four OM, eight STI, nine NI were finally diagnosed. TBS diagnosis was correct in three of four positive cases and nine of 17 negative cases. Sensitivity, specificity, accuracy, positive predictive value (PPV), negative predictive value (NPV) of TBS were 75 %, 52.9 %, 57.1 %, 27.3 %, 90 %. WS diagnosis was correct in two of four positive cases and 17 of 17 negative cases. Sensitivity, specificity, accuracy, PPV, NPV were 50 %, 100 %, 81.0 %, 100 %, 89.5 %. Twelve of 21 cases showed agreement between TBS and WS. TBS misdiagnosed nine cases (six STI and two NI as eight OM; one OM as one STI), while WS misdiagnosed four cases (two OM as two STI; two STI as two NI). Combining results from TBS and WS led to better diagnostic accuracy (91.7 %) than either TBS or WS alone.CONCLUSION: TBS and WS showed moderate agreement in assessment of clinically suspected post-traumatic OM. WS better evaluated inflammation than TBS. WS tended to underestimate inflammation whereas TBS tended to overestimate inflammation. Combining TBS and WS enhanced diagnostic accuracy.
Diagnosis ; Diagnosis, Differential ; Follow-Up Studies ; Humans ; Inflammation ; Osteomyelitis ; Pathology ; Sensitivity and Specificity ; Sexually Transmitted Diseases

We report on an abdominal pregnancy in human immunodeficiency virus-positive mother, currently on antiretroviral therapy, which was discovered incidentally while training the obstetric ultrasound capacity building program. Although abdominal pregnancy is a rare form of ectopic pregnancy, it may be more common in women with HIV infection because they tend to have a higher rate of sexually transmitted diseases than the general population. The positive diagnosis of abdominal pregnancy is difficult to establish and is usually missed during prenatal assessment particularly in settings that lack routine ultrasound examination as is the case in most developing countries. For the management of abdominal pregnancy, surgical intervention is recommended and removal of the placenta is a key controversy. Ultrasonography is considered the front-line and most effective imaging method and an awareness with a high index of suspicion of abdominal pregnancy is vital for reducing associated high maternal and even higher perinatal mortality.
Capacity Building ; Developing Countries ; Diagnosis ; Female ; HIV ; HIV Infections ; Humans* ; Methods ; Mothers ; Perinatal Mortality ; Placenta ; Pregnancy ; Pregnancy, Abdominal* ; Pregnancy, Ectopic ; Sexually Transmitted Diseases ; Ultrasonography

BACKGROUND: Many molecular diagnostic methods have been developed to detect sexually transmitted infections (STI). The STDetect Chip (LabGenomics, Korea) which is a DNA microarray-based tool, newly developed for STI diagnosis in vitro, and the real-time PCR-based Anyplex STI-7 (Seegene, Korea) in clinical use were evaluated using ATCC DNA and clinical samples to determine the clinical usefulness of the STDetect Chip. METHODS: The two methods were compared for consistency, sensitivity, and specificity for 6 pathogens in 300 prospectively selected clinical samples. Analytical sensitivity for ATCC Neisseria gonorrhoeae, Chlamydia trachomatis, Mycoplasma hominis and Trichomonas vaginalis DNA and the effect of mixing bacterial DNA were studied. RESULTS: The consistency of the two methods for clinical samples was superior at more than 0.92 kappa value. The sensitivity and specificity of the STDetect Chip compared with Anyplex STI-7 were 90.5-98.8%, and 95.6-99.6%, respectively. With similar analytical performance for ATCC DNA, the STDetect Chip detected 10(-5) ng/µL of N. gonorrhoeae, 10(-4) ng/µL of C. trachomatis, 10(-6) ng/µL of M. hominis, and 10(-3) ng/µL of T. vaginalis. For the mixture of three bacterial DNAs, less sensitive detection level was observed for T. vaginalis. CONCLUSIONS: The STDetect Chip showed good agreement with the Anyplex STI-7 test and it is considered clinically useful for detecting sexually transmitted pathogens.
Chlamydia trachomatis ; Diagnosis* ; DNA* ; DNA, Bacterial ; In Vitro Techniques ; Mycoplasma hominis ; Neisseria gonorrhoeae ; Oligonucleotide Array Sequence Analysis ; Pathology, Molecular ; Polymerase Chain Reaction ; Prospective Studies ; Sensitivity and Specificity ; Sexually Transmitted Diseases* ; Trichomonas vaginalis

BACKGROUND: As rapidly progressive dementia (RPD), general paresis and Creutzfeldt-Jakob disease (CJD) may have overlapping clinical presentation due to a wide variety of clinical manifestations. CASE REPORT: A 57-year-old man presented with rapid progressive cognitive decline, behavioral change, ataxic gait, tremor and pyramidal signs for 3 months. In addition to these multiple systemic involvements, positive result for the cerebrospinal fluid (CSF) 14-3-3 protein tentatively diagnosed him as probable CJD. However, due to increased serum rapid plasma reagin, venereal disease research laboratory, and fluorescent treponemal antibody-absorption reactivity in CSF, the final diagnosis was changed to general paresis. CONCLUSIONS: A patient with RPD needs to be carefully considered for differential diagnosis, among a long list of diseases. It is important to rule out CJD, which is the most frequent in RPD and is a fatal disease with no cure. Diagnostic criteria or marker of CJD, such as 14-3-3 protein, may be inconclusive, and a typical pattern in diffusion-weighted imaging is important to rule out other reversible diseases.
14-3-3 Proteins ; Cerebrospinal Fluid ; Creutzfeldt-Jakob Syndrome* ; Dementia ; Diagnosis ; Diagnosis, Differential ; Gait ; Humans ; Middle Aged ; Neurosyphilis* ; Plasma ; Sexually Transmitted Diseases ; Tremor

OBJECTIVETo investigate the tongue manifestation features of sexually transmitted and intravenous drug use spread HIV infected population in Xinjiang.

METHODSRecruited were 990 HIV infected subjects in Xinjiang from May 2011 to March 2012, who were assigned to the intravenous drug use spread HIV infected (498 cases) and the sexually transmitted (492 cases). By using tongue figure shoot combined with analyses of experts, tongue manifestations were analyzed and compared between the sexually transmitted and the intravenous drug use spread from four aspects, i.e., the tongue color, the tongue shape, the fur color, and the fur property.

RESULTSCompared with the sexually transmitted population, red tongue, fissured tongue, yellow fur, thick fur, eroded fur, deficiency of fur fluid were more often seen, showing statistical difference (P < 0.05). Compared with the intravenous drug use spread population, pale tongue, white fur, and thin fur were more often seen, showing statistical difference (P < 0.05).

CONCLUSIONSThe tongue manifestations of the intravenous drug use spread HIV population reflected inner exuberance of evil toxin and heat impairing qi and yin. Compared with the intravenous drug use spread population, the attack of HIV infection was more hiding in the sexually transmitted population, with milder internal injury. Their Wei-qi was not damaged and no obvious change occurred in the tongue figure.

Adolescent ; Adult ; Aged ; Female ; HIV Infections ; diagnosis ; etiology ; pathology ; Humans ; Male ; Medicine, Chinese Traditional ; Middle Aged ; Sexually Transmitted Diseases, Viral ; diagnosis ; pathology ; Substance-Related Disorders ; complications ; diagnosis ; Tongue ; pathology ; Young Adult

PURPOSE: To report the manifestation of ocular syphilis combined with neurosyphilis in patients who present with uveitis clinically and are diagnosed initially by an ophthalmologist. METHODS: This study is a retrospective, clinical investigation of seven male patients with ocular syphilis from a single tertiary center between 2009 and 2012. RESULTS: The average age of the patients at onset was 44.4 years (range, 33-71 years). Posterior segment involvement was found in all patients. Two patients had papillitis. In serologic testing, all patients had positive responses to Venereal Disease Research Laboratory (VDRL), fluorescent treponemal antibody-absorption test (FTA-ABS) and Treponema pallidum hemagglutination (TPHA). In fluorescein angiography (FAG), retinal vascular and disc leakage was the most common finding. Cerebrospinal fluid (CSF) analysis was performed for six patients and demonstrated positive CSF FTA-ABS and CSF TPHA tests in all patients. CSF VDRL was reactive in 2 patients (33.3%). CONCLUSIONS: All patients with ocular syphilis were diagnosed with neurosyphilis based on the analysis of CSF with FTA-ABS and TPHA. Ophthalmologists play an important role in the early diagnosis and treatment of syphilis.
Cerebrospinal Fluid ; Early Diagnosis ; Fluorescein Angiography ; Fluorescent Treponemal Antibody-Absorption Test ; Hemagglutination ; Humans ; Male ; Neurosyphilis* ; Papilledema ; Retinaldehyde ; Retrospective Studies ; Serologic Tests ; Sexually Transmitted Diseases ; Syphilis* ; Treponema pallidum ; Uveitis