Exploiting Graphoelements and Convolutional Neural Networks with Long Short Term Memory for Classification of the Human Electroencephalogram.

The electroencephalogram (EEG) is a cornerstone of neurophysiological research and clinical neurology. Historically, the classification of EEG as showing normal physiological or abnormal pathological activity has been performed by expert visual review. The potential value of unbiased, automated EEG classification has long been recognized, and in recent years the application of machine learning methods has received significant attention. A variety of solutions using convolutional neural networks (CNN) for EEG classification have emerged with impressive results. However, interpretation of CNN results and their connection with underlying basic electrophysiology has been unclear. This paper proposes a CNN architecture, which enables interpretation of intracranial EEG (iEEG) transients driving classification of brain activity as normal, pathological or artifactual. The goal is accomplished using CNN with long short-term memory (LSTM). We show that the method allows the visualization of iEEG graphoelements with the highest contribution to the final classification result using a classification heatmap and thus enables review of the raw iEEG data and interpret the decision of the model by electrophysiology means.

[Patio repair for urethrocutaneous fistulae : Results of a multicentre retrospective study]. / PATIO-Repair zum Harnröhrenfistelverschluss : Ergebnisse einer multizentrischen, retrospektiven Studie.

BACKGROUND: Urethrocutaneous (UC) fistulae are common complications after hypospadias surgery and they have been a serious problem for surgeons since the repair was first attempted. We present the results of our multicentre retrospective study for repairing UC fistulae using the Patio ("preserve the tract and turn it inside out") repair described by Malone. MATERIALS AND METHODS: A total of 16 boys (Eschweiler 2, Lingen 4, Reading 10) at the ages of 1-10 years were treated for UC fistulae. Instead of excising the fistula tract, it is preserved and turned inside out, this creates a flap valve inside the urethral lumen. After a circumferential incision around the skin and meticulous dissection of the fistula tract, a 2/0 nylon suture is passed down the tract and brought out through the external urinary meatus. As a result, the fistula tract is inserted into the urethral lumen. In order to keep the fistula tract inverted, it is sutured to the tip of the external urinary meatus, or fixed by an angler lead (modification from Lingen). Due to the narrow base, the excess tissue atrophies postoperatively and leads to an appealing cosmetic result. RESULTS: A total of 9 fistula repairs were performed on an outpatient basis without using a transurethral catheter; 7 boys were treated on an inpatient basis with an average length of stay in the hospital for 1-2 days with/without catheterization. During a mean follow-up of up to 4.5 years, only one fistula recurrence occurred; no other complications were observed. CONCLUSION: The Patio repair for urethrocutaneous fistula is an outpatient, simply reproducible surgical technique without the necessity of transurethral catheterization. The short-term results are impressive; long-term results of a larger patient cohort will follow.

Dolor torácico en el Servicio de Urgencia / Chest pain in urgency service

According to the literature, chest pain corresponds to an estimate of 5 to 9 percent of presenting complaints in Emergency Departments (ED) in the United States. In spite of the high rate of admission, there is still a 0,4 to 4 percent of patients who are discharged from an ED with a missed Acute Myocardial Infarction. Diagnostic etiologies range from benign to life-threatening conditions, so there is the need for a clinical approach that is both safe and cost-effective. The diagnostic strategies are based on three elements: anamnesis and physical examination, Electrocardiography and chest X-ray. This article presents an Emergency Medicine-oriented perspective in the hopes of offering to the physician a strategie focused in ruling out life-threatening conditions in the first place and then define patient disposition in an efficient and safe manner...

Dolor abdominal en urgencia / Abdominal pain in urgency

Abdominal pain is one of the most important and frequent complaints that seek resolution in the emergency departments arround the globe. Despite its high frequency and the improvement in diagnostic resources, delays and pitfalls are still present now a days. Emergency Medicine approach towards these patients focusses in ruling out severe and life threatening pathology, and appropriate management (amount of exams either blood tests or images), and pain medication of those patients which are rated as with minor risk. One of the most important goals is fast and effective pain management, while the use of new complementary diagnostic tools allow risk stratification, specially considering atypical presentations, as elderly population, immunocompromised patients or those with previous bariatric surgery...

Traslado de pacientes críticos / Critical care transport

Critical care transport is a raising need in health care because patients who have medical conditions that exceed the capabilities of the initial treating facility require timely safe transport to referral centers. Therefore, indications for inter-hospital transfer include the need for specialist intervention, a critical bed not available or ongoing support not provided in the referring hospital. The aim of transferring a critically ill patient to a reference center is to improve prognosis, and this potential benefit must outweigh potential harm derived of eventual complications or adverse events that could happen during transportation, because critically ill patients have a high risk of morbidity and mortality during transport. The most frequent indications of transfer involve time-dependent pathologies, such as Cardiovascular and Neurologic Emergencies. Pre-transport evaluation and stabilization is critical, as it contributes to minimize in-transport risks, and it must consider aspects as adequate monitoring, transportation times and conditions...

Fatal mycotic aneurysm caused by Pseudallescheria boydii after near drowning.

Pseudallescheria boydii is a rare cause of mycotic infection. Factors predisposing to systemic infection include traumas, immunosuppression, and near drowning. We report a case of multiple aneurysms caused by this hyalohyphomycete, occurred after near drowning. The car driven by a 53-year-old woman plunged into a canal in The Netherlands. After a 20-min-long submersion, the woman was rescued. At hospital, a severe aspiration of muddy water and a mycotic pneumonia were diagnosed. Despite the immediate prescription of a long-term antimycotic therapy and the initial good response, the patient died 4 months later. The autopsy showed a mycotic aneurysm of the abdominal aorta and multiple ruptured mycotic aneurysms of the circle of Willis with fatal subarachnoid bleeding.

Ictal SPECT statistical parametric mapping in temporal lobe epilepsy surgery.

OBJECTIVE: Although subtraction ictal SPECT coregistered to MRI (SISCOM) is clinically useful in epilepsy surgery evaluation, it does not determine whether the ictal-interictal subtraction difference is statistically different from the expected random variation between 2 SPECT studies. We developed a statistical parametric mapping and MRI voxel-based method of analyzing ictal-interictal SPECT difference data (statistical ictal SPECT coregistered to MRI [STATISCOM]) and compared it with SISCOM. METHODS: Two serial SPECT studies were performed in 11 healthy volunteers without epilepsy (control subjects) to measure random variation between serial studies from individuals. STATISCOM and SISCOM images from 87 consecutive patients who had ictal SPECT studies and subsequent temporal lobectomy were assessed by reviewers blinded to clinical data and outcome. RESULTS: Interobserver agreement between blinded reviewers was higher for STATISCOM images than for SISCOM images (kappa = 0.81 vs kappa = 0.36). STATISCOM identified a hyperperfusion focus in 84% of patients, SISCOM in 66% (p < 0.05). STATISCOM correctly localized the temporal lobe epilepsy (TLE) subtypes (mesial vs lateral neocortical) in 68% of patients compared with 24% by SISCOM (p = 0.02); subgroup analysis of patients without lesions (as determined by MRI) showed superiority of STATISCOM (80% vs 47%; p = 0.04). Moreover, the probability of seizure-free outcome was higher when STATISCOM correctly localized the TLE subtype than when it was indeterminate (81% vs 53%; p = 0.03). CONCLUSION: Statistical ictal SPECT coregistered to MRI (STATISCOM) was superior to subtraction ictal SPECT coregistered to MRI for seizure localization before temporal lobe epilepsy (TLE) surgery. STATISCOM localization to the correct TLE subtype was prognostically important for postsurgical seizure freedom.

Does breastfeeding reduce the risk of sudden infant death syndrome?

BACKGROUND: In the last 20 years, the prevention campaigns to reduce the risk of sudden infant death syndrome were very successful. In some countries the advice to breastfeed is included in the campaigns' messages, but in other countries it is not. OBJECTIVE: To examine the association between type of infant feeding and sudden infant death syndrome. METHODS: The German Study of Sudden Infant Death is a case-control study of 333 infants who died of sudden infant death syndrome and 998 age-matched controls. RESULTS: A total of 49.6% of cases and 82.9% of controls were breastfed at 2 weeks of age. Exclusive breastfeeding at 1 month of age halved the risk, partial breastfeeding at the age of 1 month also reduced the risk of sudden infant death syndrome, but after adjustment this risk was not significant. Being exclusively breastfed in the last month of life/before the interview reduced the risk, as did being partially breastfed. Breastfeeding survival curves showed that both partial breastfeeding and exclusive breastfeeding were associated with a reduced risk of sudden infant death syndrome. CONCLUSIONS: This study shows that breastfeeding reduced the risk of sudden infant death syndrome by approximately 50% at all ages throughout infancy. We recommend including the advice to breastfeed through 6 months of age in sudden infant death syndrome risk-reduction messages.

The German Stain Commission: recommendations for the interpretation of mixed stains.

In the course of forensic DNA analysis, the interpretation of DNA profiles of mixed stains, i.e. cell material from more than a single donor, has become increasingly more important. The German Stain Commission, a joint commission of Institutes of Forensic Science and Legal Medicine, has therefore developed guidelines aiming to harmonize the evaluation of mixed stains in German criminal cases.

Prone sleeping position increases the risk of SIDS in the day more than at night.

BACKGROUND: SIDS mortality is higher during the night than in the day. AIM: (1) To examine risk factors for SIDS by time of day and (2) to see if the proportion of deaths at night has changed from prior to the 'Back to Sleep' campaign, which recommended infants sleep supine. METHODS: A large population-based SIDS matched case-control (GeSID) study conducted from 1998 to 2001 (when the prevalence of infants placed prone to sleep was 4.1%). The reference sleep of the controls was matched for the estimated time of death for the case. Risk factors for SIDS were examined for night-time and day-time deaths. The estimated time of death was compared with that from an earlier study in Germany (1990-1994 when prevalence of prone sleeping was 32.2%). RESULTS: There were 333 SIDS cases and 998 matched controls. The increased risk with placed prone to sleep was significantly different during the day [adjusted OR = 18.15 (95% CI = 5.91-55.69)] compared with during the night [adjusted OR = 3.49 (95% CI = 1.46-8.39; p-value for interaction = 0.011)]. There was no significant difference in the other risk factors examined by time of day in the multivariate analysis. The mean time found dead was 09:07. In the earlier study the mean time found dead was 08:54 and the difference was not significant (p = 0.57). CONCLUSIONS: This study confirms previous observations that prone sleeping position carries a greater risk during the day than at night. However, the reduction in infants sleeping prone has not been associated with a reduced number of deaths in the day in Germany.

An X-STR meiosis study in Kurds and Germans: allele frequencies and mutation rates.

X-linked short tandem repeats (X-STRs) play an important supplementary role in the field of forensic genetics, especially in deficiency cases. This paper presents population genetic data for the microsatellite markers DXS8378, DXS6800, DXS101, HPRTB, and DXS8377 in a German and a Kurdish population sample. Buccal swabs were obtained from 217 unrelated healthy German individuals (107 women and 110 men) from the area of Münster and 208 unrelated Kurdish individuals (103 women and 105 men), immigrants mainly from Northern Iraq. Additionally, more than 1,200 meiotic transfers (419 paternal and 819 maternal meioses) were investigated in the systems DXS6800, DXS101, and DXS8377. Five mutations were found in the system DXS8377. With the power of discrimination in females [PD(F)] ranging from 0.81 (DXS8378 in Kurds) to 0.99 (DXS8377 in Germans), the investigated X-STRs systems turned out to be highly informative in the two populations.

Clotted blood as sign of alcohol intoxication: a retrospective study.

A total of 138 autopsies performed at the Institute of Legal Medicine of the University of Münster between 1994 and 2006 were subdivided into two groups: (1) 69 asphyxial deaths with a blood alcohol level (BAL) > 1 per thousand and (2) 69 asphyxial deaths with a BAL of 0.00 per thousand. The coagulation state in the central vessels was registered in all cases as fluid, compactly clotted or loosely clotted, and the post-mortem interval was recorded. Histology investigations were performed on the liver to analyze the incidence of hepatic fibrosis/cirrhosis. Fisher's exact test was performed to check for statistical significance. The blood was found to be clotted in 49.3% of the cases of group (1) and in 5.8% of group (2) (p < 0.01). The post-mortem interval did not have any influence on the coagulation state as observed in both groups. Liver fibrosis/cirrhosis was a rare finding detected in three cases in group 1 and in two cases in the control group 2 and, therefore, not relative to our observations. A distinctly positive BAL is often associated with heavy stages of blood coagulation as observed during autopsy. Distinctly positive alcohol concentrations have an influence on the fibrinolytic process and, hence, on the coagulation status.

LC-MS assay for quantitative determination of cardio glycoside in human blood samples.

A method is described for liquid chromatography-mass spectrometry analysis of the cardio glycosides digoxin and digitoxin in biological samples. The method was optimized for use in the forensic field and, therefore, comprises the determination from whole blood and tissue samples. Sample cleanup by solid phase extraction (SPE) on a functionalized polymeric phase was sufficient to limit matrix suppression to <10% for all analytes. Chromatographic separation was achieved using an RP-8 column. Detection of the cardio glycosides was performed with electrospray ionization in the positive mode. The system was run in single ion monitoring mode, measuring the sodium adducts (M + Na)+ of the analyte and of the internal standard, respectively. The method was fully validated for the analysis of blood samples and was also successfully applied in forensic cases. The method was accurate and precise over a linear concentration range up to 50 ng/g blood. Lower limit of quantitation was 0.2 ng/g for digoxin and 2 ng/g for digitoxin, respectively. As deuterated analyte was used as internal standard, we also present a new microwave-enhanced method for the fast preparation of the labelled analyte within 20 min.

Nicotine and cotinine in infants dying from sudden infant death syndrome.

The aim of this component of the German Study on Sudden Infant Death was to determine (1) nicotine concentrations in hair (NCH), as a marker of long standing exposure to tobacco, (2) cotinine concentrations in pericardial fluid (CCP) and (3) cotinine concentrations in liquor cerebrospinalis (CCL), the latter measures being markers of recent exposure to tobacco in the last few hours of life. The results obtained were compared with data on parental smoking revealed from interviews. In 100 cases of sudden infant death syndrome, material was taken at autopsy to determine NCH. In 41 cases, NCH and CCP, and in 70 cases, NCH and CCL were determined. Infants of mothers who stated having smoked during pregnancy had higher NCH than infants of non-smoking mothers (p = 0.008). Furthermore, there was a weak but statistically significant relationship between NCH's and the daily cigarette consumption of the mother during pregnancy (n = 64, r = 0.24, p = 0.05). In 43% of infants, nicotine could be detected in their hair, although the mothers had said at the interview that they did not smoke during pregnancy. On the other hand, in 33% of infants whose mother stated they had smoked during pregnancy nicotine was not detectable in the infant's hair. CCP's were strongly correlated with CCL's (r = 0.62, p = 0.0027). For this reason, both parameters were treated as equivalent for the detection of tobacco smoke exposure in the last hours before death. The influence of breast-feeding was evaluated by comparison of the nicotine concentrations in breast fed and non-breast-fed infants from smokers and non-smokers. Fivefold higher nicotine concentrations were determined in non-breast-fed infants of parents who smoked as compared to all other groups. It can be concluded that nicotine intake by passive smoking is much more important than by breast-feeding. We conclude that both interview data and biochemical measures should be sought to understand the true exposure to tobacco smoke.

Sudden death due to subarachnoid bleeding from ecchordosis physaliphora.

Ecchordosis physaliphora (EP) is a rare intracranial mass derived from ectopic notochordal tissue. It is usually a fortuitous finding at autopsy or by computed tomography/magnetic resonance imaging. Very few authors have described an EP-associated symptomatology. In this study, we report a case of the sudden and unexpected death of a 48-year-old woman. At autopsy, the cause of death was subarachnoid bleeding, the origin of which was identified as a gelatinous mass stemming from the dura mater and occupying the prepontine space. Further histological and immunohistochemical investigations allowed the diagnosis of EP.

Sudden infant death syndrome: no increased risk after immunisation.

BACKGROUND: Although previous studies have shown either no association between immunisation and SIDS or even a decreased risk of SIDS, adverse effects, including death, from immunisations continue to cause concern, especially when a new vaccine is introduced. METHODS: A large case control study with immunisation data on 307 SIDS cases and 971 controls. RESULTS: SIDS cases were immunised less frequently and later than controls. Furthermore there was no increased risk of SIDS in the 14 days following immunisation. There was no evidence to suggest the recently introduced hexavalent vaccines were associated with an increased risk of SIDS. CONCLUSIONS: This study provides further support that immunisations may reduce the risk of SIDS.

Immunoreactivity enhancement with chelators for increasing the detection sensitivity of human PrPSc by Western blotting.

Prion diseases are neurodegenerative disorders affecting humans as Creutzfeldt-Jakob disease. The host-encoded prion protein (PrP(C)) will be converted into a structurally altered isoform (PrP(Sc)). PrP(Sc) differ in sizes and glycoform patterns and can be identified using molecular typing with Western blotting. The electrophoretic mobility of PrP(Sc) changes on treatment with metal ions or chelators prior to digestion with proteases. The effects of chelators applied to PrP(Sc) after protease digestion had not been examined in detail, we investigated these effects in this study. Application of EDTA, NTA and DTPA, and to a lesser extent EGTA, significantly enhanced PrP(Sc) signals in immunoblots. PrP(Sc) intensities increased two- to three-fold compared with untreated PrP(Sc). Since the immunoblot method is highly specific, sensitivity is the limiting factor. Enhancing sensitivity might be important in the determination of PrP(Sc) at levels close to or just below the limits of detection. It is to be expected that application of chelators to digested protein samples will increase the sensitivity of PrP(Sc) detection using the Western blot technique.

Do risk factors differ between explained sudden unexpected death in infancy and sudden infant death syndrome?

BACKGROUND: In Germany, 2910 infants died in 2004; for many infants the reason was clear, especially prematurity or congenital abnormalities. However, 394 babies die every year suddenly and unexpectedly. The cause may be immediately clear, but is often not obvious. AIMS: (1) To describe the causes of explained sudden unexpected death in infancy (SUDI) and (2) to compare risk factors for sudden infant death syndrome (SIDS) and explained SUDI. METHODS: A 3-year population-based case-control study in Germany, 1998-2001. RESULTS: 455 deaths, of which 51 (11.2%) were explained. Most of these deaths were due to respiratory or generalised infections. The risk factors for SIDS and explained SUDI were remarkably similar except for sleep position and breast feeding. Prone sleeping position is a major risk factor for SIDS (adjusted odds ratio (OR) 7.16, 95% confidence interval (CI) 3.85 to 13.31) but not for explained SUDI (adjusted OR 1.71, 95% CI 0.25 to 11.57). Not being breast fed in the first 2 weeks of life is a risk factor for SIDS (adjusted OR 2.37, 95% CI 1.46 to 3.84) but not for explained SUDI (adjusted OR 0.39, 95% CI 0.08 to 1.83). CONCLUSIONS: Prone sleeping position is a unique risk factor for SIDS. Socioeconomic disadvantage and maternal smoking are risk factors for both SIDS and explained SUDI, and provide an opportunity for targeted intervention.