Detection of clusters using space-time scan statistics

This paper aims at detecting spatio-temporal clustering in fire sequences using space?time scan statistics, a powerful statistical framework for the analysis of point processes. The methodology is applied to active fire detection in the state of Florida (US) identified by MODIS (Moderate Resolution Imaging Spectroradiometer) during the period 2003?06. Results of the present study show that statistically significant clusters can be detected and localized in specific areas and periods of the year. Three out of the five most likely clusters detected for the entire frame period are localized in the north of the state, and they cover forest areas; the other two clusters cover a large zone in the south, corresponding to agricultural land and the prairies in the Everglades. In order to analyze if the wildfires recur each year during the same period, the analyses have been performed separately for the 4 years: it emerges that clusters of forest fires are more frequent in hot seasons (spring and summer), while in the southern areas, they are widely present during the whole year. The recognition of overdensities of events and the ability to locate them in space and in time can help in supporting fire management and focussing on prevention measures.

Evaluating the Trabecular Micro-Bypass Stent Combined with Phacoemulsification Compared to Phacoemulsification Alone.

Aim: The aim of this study was to assess the effect of iStent (trabecular micro-bypass stent) implantation in combination with phacoemulsification on IOP and glaucoma medications and to compare this to the outcome of phacoemulsification alone. Patients and Methods: A retrospective consecutive comparative review was undertaken. 131 eyes with ocular hypertension and medically controlled glaucoma underwent phacoemulsification alone (n = 78 group I) or combined with gonioscopic-guided implantation of one iStent (n = 31, group II) or two iStents (n = 22, group III). Patients were assessed at postoperative weeks 1, 3 and 6, and months 3 and 6. Pre- and post-operative measures included visual acuity, IOP and glaucoma medications. Results: Post-operatively at 6 months, mean IOP decreased from 16.3 mmHg to 14.2 mmHg in group I (p < 0.01), from 16.7 mmHg to 15.1 mmHg in group II (p < 0.16) and from 17.0 to 13.8 in group III (p = 0.05). Mean glaucoma medication decreased from 1.9 to 1.6 in group I (8 %, p = 0.12), from 2.5 to 0.8 in group II (27 %, p = 0.04), and from 2.1 to 1.0 in group III (45 %, p < 0.01). Conclusions: iStent implantation resulted in similar IOP reduction to phacoemulsification alone but achieved a significantly greater reduction in glaucoma medications. This may improve compliance and quality of life, and reduce health care costs in patients with early to moderate glaucoma.

Vue de la Montagne de Niemi, du côté du Midy

Ranskalaisen Pierre Louis Moreau de Maupertuis'n johtama retkikunta selvitti 1736 maapallon muotoa Lapissa kolmiomittauksen avulla. Retkikunta majaili Korteniemen talossa, vaaran laella observatorio. - Digi toitu valokuvasta, joka julkaistu 1993 kirjassa Historiallisia kuvia / R. Knapas & P. Koistinen

Etude prospective sur l'utilité et valeur diagnostique du PET/CT au 18F-FDG pour le diagnostic d'infection sur cathéters veineux centraux permanents

Contexte Lié au vieillissement et à la sédentarisation de la population, ainsi qu'à la chronicisation du cancer, l'emploi de cathéters veineux centraux permanents (CVCP) n'a cessé d'augmenter. La complication majeure de ces dispositifs, induisant de forts taux de morbi-mortalité, est l'infection. Actuellement, le diagnostic de ces infections reste surtout basé sur la clinique et les hémocultures. Lorsque le doute persiste, une ablation chirurgicale suivie de la mise en culture des prélèvements chirurgicaux et du cathéter permettent de poser le diagnostic. En clinique, après ces examens, nous constatons que seule la moitié des cathéters retirés étaient réellement infectés. Alors que la tomographie par émission de positons fusionnée à la tomographie (PET/CT) a montré de bons résultats dans la détection des infections chroniques, la valeur diagnostique du PET/CT au fluorodeoxyglucose marqué au 18F (18F-FDG) pour les infections de CVCP n'a encore jamais été déterminée dans une étude prospective. Objectifs Au travers de cette étude prospective, ouverte et monocentrique, nous chercherons à connaître la valeur diagnostique du PET/CT au 18F-FDG dans la détection d'infections de CVCP et ainsi d'en déterminer son utilité. Nous essaierons aussi de déterminer la différence de valeur diagnostique du PET/CT au 18F-FDG par rapport aux méthodes conventionnelles (paramètres cliniques et culture du liquide d'aspiration), afin de se déterminer sur l'éventuelle utilité diagnostique de celui-ci. Méthodes Cadre : Etude prospective d'au moins 20 patients, avec 2 groupes contrôles d'au moins 10 patients ayant chacun respectivement une faible et une forte probabilité d'infection, soit au moins 40 patients au total. Population : patients adultes avec CVCP devant être retiré. Cette étude prévoit un examen PET/CT au 18F-FDG effectué auprès de patients nécessitant une ablation de CVCP sur suspicion d'infection, sans confirmation possible par les moyens diagnostiques non chirurgicaux. Deux acquisitions seront réalisées 45 et 70 minutes après l'injection de 5,5MBq/Kg de 18F-FDG. Le groupe contrôle à faible probabilité d'infection, sera formé de patients bénéficiant de l'ablation définitive d'un CVCP pour fin de traitement durant le laps de temps de l'étude, et ayant bénéficié au préalable d'un examen PET/CT pour raison X. Après avoir retiré chirurgicalement le CVCP, nous utiliserons la culture microbiologique des deux extrémités du CVCP comme étalon d'or (gold standard) de l'infection. Le groupe contrôle à forte probabilité d'infection sera formé de patients nécessitant une ablation de CVCP sur infection de CVCP confirmée par les moyens diagnostiques non chirurgicaux (culture positive du liquide de l'aspiration). Lors de l'examen PET/CT, ces patients auront aussi deux acquisitions réalisées 45 et 70 minutes après l'injection de 5,5MBq/Kg de 18F-FDG. Les résultats de ces examens seront évalués par deux spécialistes en médecine nucléaire qui détermineront le niveau de suspicion de l'infection sur une échelle de Likert allant de I à V, sur la base du nombre de foyers, de la localisation du foyer, de l'intensité de la captation de 18F-FDG au voisinage du cathéter et du rapport tissu/arrière-plan. Par la suite, nous retirerons chirurgicalement le CVCP. Nous utiliserons la culture microbiologique du pus (si présent), des deux extrémités du CVCP ainsi que l'histologie des tissus formant un tunnel autour du cathéter comme étalon d'or de l'infection. Les résultats seront analysés à l'aide de courbes ROC (Receiver Operating Characteristic) afin de déterminer la valeur diagnostique du PET/CT dans l'infection de CVCP. Les résultats des examens des patients avec suspicion clinique d'infection seront ensuite analysés séparément, afin de déterminer la différence de valeur diagnostique du PET/CT au 18F-FDG par rapport aux méthodes conventionnelles. Résultats escomptés Ce projet veut chercher à savoir si le PET/CT au 18F-FDG peut être un moyen diagnostique valide dans les infections de CVCP, s'avérer utile lorsque les autres moyens diagnostiques sont non conclusifs. Plus-value escomptée Actuellement, lors d'incertitude sur le diagnostic d'infection de CVCP, une opération chirurgicale est effectuée à titre préventif afin d'enlever le cathéter en cause, cependant seulement la moitié de ces cathéters sont réellement infectés en pratique. Le PET/CT au 18F-FDG, grâce à sa sensibilité élevée et probablement une bonne valeur prédictive négative, pourrait éviter à une partie des patients un retrait inutile du cathéter, diminuant ainsi les risques chirurgicaux et les coûts liés à de telles opérations, tout en préservant le capital d'accès vasculaire futur.

Peritoneal Carcinomatosis in Primary Ovarian Cancer Staging: Comparison Between MDCT, MRI, and 18F-FDG PET/CT.

PURPOSE: The aim of this study was to compare multidetector CT (MDCT), MRI, and FDG PET/CT imaging for the detection of peritoneal carcinomatosis (PC) in ovarian cancer. PATIENTS AND METHODS: Fifteen women with ovarian cancer and suspected PC underwent MDCT, MRI, and FDG PET/CT, shortly before surgery. Nine abdominopelvic regions were defined according to the peritoneal cancer index. We applied lesion size scores on MDCT and MR and measured FDG PET/CT standard uptake. We blindly read MDCT, MR, and PET/CT before joint review and comparison with histopathology. Receiver operating characteristics analysis was performed. RESULTS: Ten women had PC (67%). Altogether, 135 abdominopelvic sites were compared. Multidetector CT, MRI, and FDG PET/CT had a sensitivity of 96%, 98%, and 95%, and specificity was 92%, 84%, and 96%, respectively. Corresponding receiver operating characteristics area was 0.94, 0.90, and 0.96, respectively, without any significant differences between them (P = 0.12). FDG PET/CT detected supradiaphragmatic disease in 3 women (20%) not seen by MDCT or MRI. CONCLUSIONS: Although MRI had the highest sensitivity and FDG PET/CT had the highest specificity, no significant differences were found between the 3 techniques. Thus, MDCT, as the fastest, most economical, and most widely available modality, is the examination of choice, if a stand-alone technique is required. If inconclusive, PET/CT or MRI may offer additional insights. Whole-body FDG PET/CT may be more accurate for supradiaphragmatic metastatic extension.

Diagnostic and Prognostic Impact of pc-ASPECTS Applied to Perfusion CT in the Basilar Artery International Cooperation Study.

BACKGROUND AND PURPOSE: The posterior circulation Acute Stroke Prognosis Early CT Score (pc-APECTS) applied to CT angiography source images (CTA-SI) predicts the functional outcome of patients in the Basilar Artery International Cooperation Study (BASICS). We assessed the diagnostic and prognostic impact of pc-ASPECTS applied to perfusion CT (CTP) in the BASICS registry population. METHODS: We applied pc-ASPECTS to CTA-SI and cerebral blood flow (CBF), cerebral blood volume (CBV), and mean transit time (MTT) parameter maps of BASICS patients with CTA and CTP studies performed. Hypoattenuation on CTA-SI, relative reduction in CBV or CBF, or relative increase in MTT were rated as abnormal. RESULTS: CTA and CTP were available in 27/592 BASICS patients (4.6%). The proportion of patients with any perfusion abnormality was highest for MTT (93%; 95% confidence interval [CI], 76%-99%), compared with 78% (58%-91%) for CTA-SI and CBF, and 46% (27%-67%) for CBV (P < .001). All 3 patients with a CBV pc-ASPECTS < 8 compared to 6/23 patients with a CBV pc-ASPECTS ≥ 8 had died at 1 month (RR 3.8; 95% CI, 1.9-7.6). CONCLUSION: CTP was performed in a minority of the BASICS registry population. Perfusion disturbances in the posterior circulation were most pronounced on MTT parameter maps. CBV pc-ASPECTS < 8 may indicate patients with high case fatality.

Delay-sensitive and delay-insensitive deconvolution perfusion-CT: similar ischemic core and penumbra volumes if appropriate threshold selected for each.

INTRODUCTION: Perfusion-CT (PCT) processing involves deconvolution, a mathematical operation that computes the perfusion parameters from the PCT time density curves and an arterial curve. Delay-sensitive deconvolution does not correct for arrival delay of contrast, whereas delay-insensitive deconvolution does. The goal of this study was to compare delay-sensitive and delay-insensitive deconvolution PCT in terms of delineation of the ischemic core and penumbra. METHODS: We retrospectively identified 100 patients with acute ischemic stroke who underwent admission PCT and CT angiography (CTA), a follow-up vascular study to determine recanalization status, and a follow-up noncontrast head CT (NCT) or MRI to calculate final infarct volume. PCT datasets were processed twice, once using delay-sensitive deconvolution and once using delay-insensitive deconvolution. Regions of interest (ROIs) were drawn, and cerebral blood flow (CBF), cerebral blood volume (CBV), and mean transit time (MTT) in these ROIs were recorded and compared. Volume and geographic distribution of ischemic core and penumbra using both deconvolution methods were also recorded and compared. RESULTS: MTT and CBF values are affected by the deconvolution method used (p < 0.05), while CBV values remain unchanged. Optimal thresholds to delineate ischemic core and penumbra are different for delay-sensitive (145 % MTT, CBV 2 ml × 100 g(-1) × min(-1)) and delay-insensitive deconvolution (135 % MTT, CBV 2 ml × 100 g(-1) × min(-1) for delay-insensitive deconvolution). When applying these different thresholds, however, the predicted ischemic core (p = 0.366) and penumbra (p = 0.405) were similar with both methods. CONCLUSION: Both delay-sensitive and delay-insensitive deconvolution methods are appropriate for PCT processing in acute ischemic stroke patients. The predicted ischemic core and penumbra are similar with both methods when using different sets of thresholds, specific for each deconvolution method.

Multislice CT for assessing in-stent dimensions after left main coronary artery stenting: a comparison with three dimensional intravascular ultrasound

Objective: To evaluate the agreement between multislice CT (MSCT) and intravascular ultrasound (IVUS) to assess the in-stent lumen diameters and lumen areas of left main coronary artery (LMCA) stents. Design: Prospective, observational single centre study. Setting: A single tertiary referral centre. Patients: Consecutive patients with LMCA stenting excluding patients with atrial fibrillation and chronic renal failure. Interventions: MSCT and IVUS imaging at 9-12 months follow-up were performed for all patients. Main outcome measures: Agreement between MSCT and IVUS minimum luminal area (MLA) and minimum luminal diameter (MLD). A receiver operating characteristic (ROC) curve was plotted to find the MSCT cut-off point to diagnose binary restenosis equivalent to 6 mm2 by IVUS. Results: 52 patients were analysed. Passing-Bablok regression analysis obtained a β coefficient of 0.786 (0.586 to 1.071) for MLA and 1.250 (0.936 to 1.667) for MLD, ruling out proportional bias. The α coefficient was −3.588 (−8.686 to −0.178) for MLA and −1.713 (−3.583 to −0.257) for MLD, indicating an underestimation trend of MSCT. The ROC curve identified an MLA ≤4.7 mm2 as the best threshold to assess in-stent restenosis by MSCT. Conclusions: Agreement between MSCT and IVUS to assess in-stent MLA and MLD for LMCA stenting is good. An MLA of 4.7 mm2 by MSCT is the best threshold to assess binary restenosis. MSCT imaging can be considered in selected patients to assess LMCA in-stent restenosis