PRNU-based image classification of origin social network with CNN

A huge amount of images are continuously shared on social networks (SNs) daily and, in most of cases, it is very difficult to reliably establish the SN of provenance of an image when it is recovered from a hard disk, a SD card or a smartphone memory. During an investigation, it could be crucial to be able to distinguish images coming directly from a photo-camera with respect to those downloaded from a social network and possibly, in this last circumstance, determining which is the SN among a defined group. It is well known that each SN leaves peculiar traces on each content during the upload-download process; such traces can be exploited to make image classification. In this work, the idea is to use the PRNU, embedded in every acquired images, as the “carrier” of the particular SN traces which diversely modulate the PRNU. We demonstrate, in this paper, that SN-modulated noise residual can be adopted as a feature to detect the social network of origin by means of a trained convolutional neural network (CNN)

Investigación de la dependencia del movimiento Jangal en el partido de la Alianza Islam

The aim of this study is to evaluate the Islam Alliance Party (IAP) and the influence it had on Islam Alliance Party of Gilan as known as Jangal Movement (JM). This study uses an analytical approach and reliable references. This is conceptual research with an analytical-descriptive approach which focuses on the literature as relevant evidence. Thus, a conceptual discussion about the influence of IAP on JM and an analytical and targeted review of related research is presented. Historical background of IAP in the Islamic world and the history of JM. According to the related literature, many researchers believe that there isn’t any strong relationship between IAP and JM; although they were established under the same title and many Mirza Kuchik Khan’s beliefs about decolonization and independence were aligned with Sayyid Jamāl ad-Dīn Asadābādī. In this study, we tried to delineate the relationship, considering reliable sources.El objetivo de este estudio es evaluar el Partido de la Alianza Islam (IAP) y la influencia que tuvo en el Partido de la Alianza Islam de Gilan, conocido como Movimiento Jangal (JM). Este estudio utiliza un enfoque analítico y referencias confiables. Esta es una investigación conceptual con un enfoque analítico-descriptivo que se enfoca en la literatura como evidencia relevante. Por lo tanto, se presenta una discusión conceptual sobre la influencia de IAP en JM y una revisión analítica y dirigida de investigaciones relacionadas. Antecedentes históricos de IAP en el mundo islámico y la historia de JM. Según la literatura relacionada, parece que muchos investigadores creen que no existe una relación sólida entre IAP y JM; aunque se establecieron con el mismo título y muchas de las creencias de Mirza Kuchik Khan sobre la descolonización y la independencia se alinearon con Sayyid Jamāl ad-Dīn Asadābādī. En este estudio, intentamos delinear la relación, considerando fuentes confiables

Reversible watermarking scheme with image-independent embedding capacity

Permanent distortion is one of the main drawbacks of all the irreversible watermarking schemes. Attempts to recover the original signal after the signal passing the authentication process are being made starting just a few years ago. Some common problems, such as salt-and-pepper artefacts owing to intensity wraparound and low embedding capacity, can now be resolved. However, some significant problems remain unsolved. First, the embedding capacity is signal-dependent, i.e., capacity varies significantly depending on the nature of the host signal. The direct impact of this is compromised security for signals with low capacity. Some signals may be even non-embeddable. Secondly, while seriously tackled in irreversible watermarking schemes, the well-known problem of block-wise dependence, which opens a security gap for the vector quantisation attack and transplantation attack, are not addressed by researchers of the reversible schemes. This work proposes a reversible watermarking scheme with near-constant signal-independent embedding capacity and immunity to the vector quantisation attack and transplantation attack

Agile Software Development: Creating a Cost of Delay Framework for Air Force Software Factories

The Air Force software development environment is experiencing a paradigm shift. The 2019 Defense Innovation Board concluded that speed and cycle time must become the most important software metrics if the US military is to maintain its advantage over adversaries.1 This article proposes utilizing a cost-o­f-d­elay (CoD) framework to prioritize projects toward optimizing readiness. Cost-­of-d­elay is defined as the economic impact resulting from a delaying product delivery or, said another way, opportunity cost. In principle, CoD assesses the negative impacts resulting from changes to the priority of a project

Severe malaria – analysis of prognostic symptoms and signs in 169 patients treated in Gdynia in 1991-2005

In the period 1991-2005, 169 patients with the diagnosis of malaria were hospitalized in the Department of Tropical and Parasitic Diseases, Institute of Maritime and Tropical Medicine in Gdynia (from 2003 – the Academic Centre of Maritime and Tropical Medicine, Medical University of Gdansk). All the cases were analysed for severity, occurrence of complications and permanent sequelae of the disease.According to the criteria set by the WHO (5), malaria was classified as severe in 36 cases. All of them were Plasmodium falciparum infections or mixed infections: P.f. and another species of the parasite. Patients in this group developed a number of complications, inter alia shock, acute respiratory distress syndrome (ARDS), acute renal failure, blackwater fever, severe anemia, disseminated intravascular coagulation, myocarditis, consciousness disorders of varied degree, acute transient psychoses, and exacerbation of ischemic heart disease. In one case of a pregnant woman, necrosis of the fetus occurred in the course of disease in the 4th month of pregnancy. Moreover, meningoencephalitis was diagnosed in two patients – in one of them concurrently with symptoms and signs of malaria, while in the other one - 3 weeks after the symptoms subsided. In 6 patients, permanent sequelae of the disease developed and in 4 patients the disease was fatal. The cause of death was multi-organ failure, with the first sign of poor prognosis being rapidly progressing renal failure resistant to treatment in three men; in one case death resulted from cerebral malaria. In cases of suspected malaria, relapsing malaria or in mixed infections, molecular testing was a valuable complementary tool of diagnosis, which helped in beginning the appropriate treatment

Vitamin B12 status among pregnant women in the UK and its association with obesity and gestational diabetes

Background To evaluate vitamin B12 and folate status in pregnancy and their relationship with maternal obesity, gestational diabetes mellitus (GDM), and offspring birthweight. Methods A retrospective case-control study of 344 women (143 GDM, 201 no-GDM) attending a district general hospital and that had B12 and folate levels measured in the early 3rd trimester was performed. Maternal history including early pregnancy body mass index (BMI) and neonatal data (birthweight, sex, and gestational age) was recorded for all subjects. Results: 26% of the cohort had B12 levels <150 pmol/L (32% vs. 22% in the two groups respectively, p < 0.05) while 1.5% were folate deficient. After adjusting for confounders, 1st trimester BMI was negatively associated with 3rd trimester B12 levels. Women with B12 insufficiency had higher odds of obesity and GDM (aOR (95% CI) 2.40 (1.31, 4.40), p = 0.004, and 2.59 (1.35, 4.98), p = 0.004, respectively), although the latter was partly mediated by BMI. In women without GDM, the lowest quartile of B12 and highest quartile of folate had significantly higher adjusted risk of fetal macrosomia (RR 5.3 (1.26, 21.91), p = 0.02 and 4.99 (1.15, 21.62), p = 0.03 respectively). Conclusion This is the first study from the UK to show that maternal B12 levels are associated with BMI, risk of GDM, and additionally may have an independent effect on macrosomia. Due to the increasing burden of maternal obesity and GDM, longitudinal studies with B12 measurements in early pregnancy are needed to explore this link

Does bronchiectasis affect COPD comorbidities?

Introduction: COPD and bronchiectasis, chronic inflammation disorders of the bronchial tree through the mechanism of 'spill-over' of inflammatory mediators, may lead to systemic manifestations of illness of the respiratory system and comorbidities. The aim of the study was to evaluate the frequency of coexisting chronic obstructive pulmonary disease and bronchiectasis and influence of bronchiectasis on COPD comorbid diseases. Material and methods: A post-hoc cross-sectional analysis of cohort study of 288 consecutive patients hospitalized due to acute exacerbation of COPD was performed. Results: 177 males (61.5%) and 111 females (38.5%) with mean age = 71.0 8 ± 8.9 yrs, FEV1 % pred. = 34.6 ± 16.8 with COPD diagnosis were studied. In this group, 29 (10.1%) patients presented with bronchiectasis confirmed by HRCT scan. COPD patients with and without bronchiectasis had similar Charlson index results (2.5 vs 2.1, p=0.05). COPD patients with bronchiectasis required longer hospitalization during exacerbation. COPD patients with bronchiectasis significantly more often than patients without this comorbidity revealed the features of colonization with P. aeruginosa (OR = 4.17, p = 0.02). Conclusions: Bronchiectasis is a relatively common comorbidity in COPD patients. COPD patients with bronchiectasis are more frequently colonized with P. aruginosa comparing to non-bronchiectasis COPD patients. We did not confirm the influence of bronchiectasis on COPD comorbidities

Difficulties in the diagnosis of schistosomiasis in patients of the Departament of Tropical and Parasitic Diseases of the MUG

Between 2002 and 2006 in the Department of Tropical and Parasitic Diseases of the Medical University of Gdansk 40 hospitalized patients were suspected of schistosomiasis on the basis of clinical manifestations, epidemiological data and positive serology tests (ELISA IgG). In spite of multiple tests, schistosoma eggs were not identified neither in stool nor in urine of the patients. Histopathological examinations of liver and colon or bladder mucosal biopsy have not revealed schistosoma eggs in chosen patients. Diagnosis confirmation in case of negative parasitic tests requires serologic tests for schistosomiasis. ELISA serology tests for antibodies class G were performed in all 40 patients. In some cases the results were dubious &#8211; index in the upper limit or only slightly elevated. In those cases, cross reactions with Plasmodium spp. were taken into account. In 10 patients, serologic index for schistosomiasis was elevated during or a few weeks after treatment for malaria. In control tests, 4-8 weeks after the first examination, serologic indexes for schistosomiasis were significantly lower or normal without specific treatment with praziquantel (Biltricide, Cesol). Seven patients were lost from follow up. Because of diagnostic difficulties confirmation tests with Immuno-Blot IgG were introduced to verify ELISA. After final clinical and serologic analysis, human schistosomiasis was diagnosed in 23 patients who were treated with success