Due to the availability of low-cost internet and other data transmission media, a high volume of multimedia data get shared very quickly. Often, the identity of individuals gets revealed through ...images or videos without their consent, which affects their privacy. Since face is the only biometric feature that reveals the most identifiable characteristics of a person in an image or a video frame, the need for the development of an effective face de-identification algorithm for privacy preservation cannot be over-emphasized. Existing solutions to face de-identification are either non-formal or are unable to obfuscate identifiable features completely. In this paper, we propose an automated face de-identification algorithm that takes as input a facial image and generates a new face that preserves the emotion and non-biometric facial attributes of a target face. We consider a proxy set of a large collection of artificial faces generated by StyleGAN and select the most appropriate face from the proxy set that has a facial expression and pose similar to that of the target face. The faces in the proxy set are artificially generated, and hence the face selected from this set is completely anonymous. To retain the non-biometric attributes of the target face, we employ a generative adversarial network (GAN) with a suitable loss function that fuses the non-biometric attributes of the target face with the face selected from the proxy set to obtain the final de-identified face. Experimental results emphasize the superiority of our approach over state-of-the-art face de-identification methods.
Background and objectiveDiffuse coronary artery disease (CAD) is associated with extensive involvement of coronary arteries, necessitating the use of long (≥40 mm) drug-eluting stents (DES) based on ...the lesion length. However, these long DES can lead to complications such as in-stent restenosis (ISR) and stent thrombosis. This study aimed to assess the safety, efficacy, and one-year clinical outcomes of using long DES in patients with diffuse CAD undergoing PCI at a tertiary care hospital in north India.MethodologyPatients with diffuse CAD undergoing PCI with long DES between January 2017 and June 2022 were included in the study. Baseline characteristics were recorded, and patients were followed up telephonically or in the outpatient department (OPD) at one, three, six, and 12 months following the PCI. The primary endpoint was the target lesion failure (TLF) rate, with secondary endpoints constituting all-cause mortality, major adverse cardiovascular events (MACE), subacute stent thrombosis, and ISR.ResultsA total of 200 patients were recruited and followed up for one year. The median age of the patients was 58 years (range: 48.25-63 years), and 82% were men. The most frequently stented artery was the left anterior descending (LAD, 48%), followed by the right coronary artery (RCA, 36%). A total of 388 stents (mean: 1.94 ±0.79) were implanted, including both long and short stents. The mean length and diameter of long stents were 43.64 ±3.58 mm and 3 ±0.37 mm, respectively. At the one-year follow-up, patients undergoing PCI with long DES ≥40 mm had an overall TLF rate of 5%, all-cause mortality of 6% (12 patients), MACE of 6% (12 patients), subacute stent thrombosis of 4% (eight patients), and ISR of 1% (two patients). A large proportion of patients (90%) had an uneventful follow-up of up to a year. At the one-year follow-up, all 10 (5%) patients with a primary outcome had a smaller stent diameter than those without a primary outcome (2.5 ±0.25 mm vs. 3.03 ±0.35 mm, p=0.015).ConclusionsOur results suggest that using extremely long stents (>40 mm) for diffuse coronary lesions is safe, efficacious, and associated with relatively low event rates. In addition, the stent diameter has a substantial correlation with the primary outcome. Further studies with larger sample sizes as well as longer follow-up periods are required to validate our findings.
BBV152 is a whole-virion inactivated SARS-CoV-2 vaccine that has been deployed in India. The results of the phase 3 trial have shown clinical efficacy of BBV152. We aimed to evaluate the ...effectiveness of BBV152 against symptomatic RT-PCR-confirmed SARS-CoV-2 infection.
We conducted a test-negative, case-control study among employees of the All India Institute of Medical Sciences (a tertiary care hospital in New Delhi, India), who had symptoms suggestive of COVID-19 and had an RT-PCR test for SARS-CoV-2 during the peak of the second wave of the COVID-19 pandemic in India between April 15 and May 15, 2021. Cases (test-positives) and controls (test-negatives) were matched (1:1) on the basis of age and gender. The odds of vaccination with BBV152 were compared between cases and controls and adjusted for level of occupational exposure (to COVID-19), previous SARS-CoV-2 infection, and calendar time, using conditional logistic regression. The primary outcome was effectiveness of two doses of BBV152 (with the second dose received at least 14 days before testing) in reducing the odds of symptomatic RT-PCR-confirmed SARS-CoV-2 infection, expressed as (1 – odds ratio) × 100%.
Between April 15 and May 15, 2021, 3732 individuals had an RT-PCR test. Of these, 2714 symptomatic employees had data on vaccination status, and 1068 matched case-control pairs were available for analysis. The adjusted effectiveness of BBV152 against symptomatic COVID-19 after two doses administered at least 14 days before testing was 50% (95% CI 33–62; p<0·0001). The adjusted effectiveness of two doses administered at least 28 days before testing was 46% (95% CI 22–62) and administered at least 42 days before testing was 57% (21–76). After excluding participants with previous SARS-CoV-2 infections, the adjusted effectiveness of two doses administered at least 14 days before testing was 47% (95% CI 29–61).
This study shows the effectiveness of two doses of BBV152 against symptomatic COVID-19 in the context of a huge surge in cases, presumably dominated by the potentially immune-evasive delta (B.1.617.2) variant of SARS-CoV-2. Our findings support the ongoing roll-out of this vaccine to help control the spread of SARS-CoV-2, while continuing the emphasis on adherence to non-pharmacological measures.
None.
For the Hindi translation of the abstract see Supplementary Materials section.
Abstract
Primary CNS Vasculitis (PCNSV) is a rare inflammatory disorder affecting the blood vessels of the central nervous system. Patients present with a combination of headaches, seizures, and ...focal neurological deficits. There is usually a diagnostic delay. Treatment is based on observational studies and expert opinion. Our objective was to identify clinical, laboratory, neuroimaging, pathologic or management-related associations with 2 year outcome in patients with primary CNS vasculitis. We conducted a cohort study at a single tertiary care referral centre of prospectively (2018-2019) and retrospectively (2010-2018) identified individuals with primary CNS vasculitis (diagnosis was proven by either brain biopsy or cerebral digital subtraction angiography). Clinical, imaging and histopathologic findings, treatment, and functional outcomes were recorded. Univariate and stepwise multiple logistic regression were applied. P-value<0.05 was considered statistically significant. The main outcome measures were documentation of clinical improvement or worsening (defined by mRS scores) and identification of independent predictors of good functional outcome (mRS 0-2) at 2 years. We enrolled eighty-two biopsy and/or angiographically proven PCNSV cases. The median age at presentation was 34 years with a male predilection and a median diagnostic delay of 23 months. Most patients presented with seizures (70.7%). All patients had haemorrhages on MRI. Histologically lymphocytic subtype was the commonest. Corticosteroids with cyclophosphamide was the commonest medication used. The median mRS at follow-up of 2 years was 2 (0-3), and 65.2% of patients achieved a good functional outcome. Myelitis and longer duration of illness before diagnosis were associated with poorer outcomes. The presence of hemorrhages on SWI sequence of MRI might be a sensitive imaging marker. Treatment with steroids and another immunosuppressant probably reduced relapse rates in our cohort. We have described the third largest PCNSV cohort and multi-centre randomised controlled trials are required to study the relative efficacy of various immunosuppressants.
Study registration:
CTRI/2018/03/012721.
Primary CNS Vasculitis (PCNSV) is a rare, diverse, and polymorphic CNS blood vessel inflammatory condition. Due to its rarity, clinical variability, heterogeneous imaging results, and lack of ...definitive laboratory markers, PCNSV diagnosis is challenging. This retrospective cohort analysis identified patients with histological diagnosis of PCNSV. Demographic data, clinical presentation, neuroimaging studies, and histopathologic findings were recorded. We enrolled 56 patients with a positive biopsy of CNS vasculitis. Most patients had cerebral hemisphere or brainstem symptoms. Most brain MRI lesions were bilateral, diffuse discrete to confluent white matter lesions. Frontal lobe lesions predominated, followed by inferior cerebellar lesions. Susceptibility-weighted imaging (SWI) hemorrhages in 96.4% (54/56) of patients, either solitary microhemorrhages or a combination of micro and macrohemorrhages. Contrast-enhanced T1-WIs revealed parenchymal enhancement in 96.3% (52/54 patients). The most prevalent pattern of enhancement observed was dot-linear (87%), followed by nodular (61.1%), perivascular (25.9%), and patchy (16.7%). Venulitis was found in 19 of 20 individuals in cerebral DSA. Hemorrhages in SWI and dot-linear enhancement pattern should be incorporated as MINOR diagnostic criteria to diagnose PCNSV accurately within an appropriate clinical context. Microhemorrhages in SWI and venulitis in DSA, should be regarded as a potential marker for PCNSV.
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