133 research outputs found
An epitomize of Upmana Parmana In Ayurveda
Darshana (the Great Indian Philosophy) has an immense influence on Ayurveda, the Indian Science of Medicine. The primary aim of all Darshana’s is to attain Moksha. Nyaya Darshana aims to get Moksha by knowing a particular substratum by different parameters. For this purpose they introduced a subject called as ‘Pramana’. Pramana is the one which helps in attaining true knowledge of a substratum. Nyaya Darshana has accepted four Pramana’s analogous to Sushruta Samhita, they are Pratyaksha Pramana, Anumana Pramana, Aaptopdesha Pramana and Upamana Pramana. Out of these first three are mentioned elaborately in all most all Samhita’s with their definition, application etc. But Upamana Pramana though accepted by Acharya Charaka, Sushruta, Gautama etc. has been meagerly defined in classics. Ayurveda, the diagnosis and treatment of a disease is based on Nidana Panchaka, Aatur Pariksha and these intern depend upon Pramana’s, as other Pramana’s like Pratyaksha, Anumana, Aaptopdesha Pramana are already elaborately mentioned, so this study has been planned to understand concept of Upamana Pramana
Medicine and surgery residents\u27 perspectives on the impact of COVID-19 on graduate medical education.
The COVID-19 crisis has had an unprecedented impact on resident education and well-being: social distancing guidelines have limited patient volumes and forced virtual learning, while personal protective equipment (PPE) shortages, school/daycare closures, and visa restrictions have served as additional stressors. Our study aimed to analyze the effects of COVID-19 crisis-related stressors on residents\u27 professional and personal lives. In April 2020, we administered a survey to residents at a large academic hospital system in order to assess the impact of the pandemic on residency training after \u3e6 weeks of a modified schedule. The primary outcome was to determine which factors or resident characteristics were related to stress during the pandemic. Our secondary goals were to examine which resident characteristics were related to survey responses. Data were analyzed with regression analyses. Ninety-six of 205 residents completed the survey (47% response rate). For our primary outcome, anxiety about PP
Uncertainty in Additive Feature Attribution methods
In this work, we explore various topics that fall under the umbrella of
Uncertainty in post-hoc Explainable AI (XAI) methods. We in particular focus on
the class of additive feature attribution explanation methods. We first
describe our specifications of uncertainty and compare various statistical and
recent methods to quantify the same. Next, for a particular instance, we study
the relationship between a feature's attribution and its uncertainty and
observe little correlation. As a result, we propose a modification in the
distribution from which perturbations are sampled in LIME-based algorithms such
that the important features have minimal uncertainty without an increase in
computational cost. Next, while studying how the uncertainty in explanations
varies across the feature space of a classifier, we observe that a fraction of
instances show near-zero uncertainty. We coin the term "stable instances" for
such instances and diagnose factors that make an instance stable. Next, we
study how an XAI algorithm's uncertainty varies with the size and complexity of
the underlying model. We observe that the more complex the model, the more
inherent uncertainty is exhibited by it. As a result, we propose a measure to
quantify the relative complexity of a blackbox classifier. This could be
incorporated, for example, in LIME-based algorithms' sampling densities, to
help different explanation algorithms achieve tighter confidence levels.
Together, the above measures would have a strong impact on making XAI models
relatively trustworthy for the end-user as well as aiding scientific discovery.Comment: 1
Bacteriological Profile and Antibiotic Resistance Pattern of Pathogens Causing Pyogenic Infections At A Tertiary Care Hospital in Central India
Background: Pyogenic infection is a bacterial infection that leads to the formation of pus. Antibiotics are routinely prescribed to treat these pyogenic bacterial infections, but their toxicity poses a severe threat. It is important to know the antimicrobial resistance profile of such pathogens for proper management of the patients.
Objectives: To determine the bacteriological profile and antibiotic resistance pattern of pyogens.
Patients and Methods: In this cross sectional study, a total of 678 pus samples were received and processed for aerobic culture from various departments. Standard techniques were used to identify isolates from positive pus cultures, and CLSI standards were used to identify antimicrobial susceptibility patterns.
Results: Out of the 678 samples, 347 (51.18%) showed growth of pathogenic bacteria. Two hundred seventeen two (40.11%) Gram positive cocci and 75 (11.06%) Gram negative bacilli isolates were identified. Staphylococcus aureus was the most common isolate (57.5%). Most of the isolates were highly resistant to commonly prescribed antimicrobial drugs like Amoxycillin clavulanate. Most of the gram positive isolates were susceptible to vancomycin, linezolid, and teicoplanin. Most of the Gram-negative isolates were sensitive to imipenem.
Conclusion: Microbiological profile findings of pus culture isolates as well as their pattern of antimicrobial resistant may aid in the formulation of antibiotic policies for pyogenic infections
Impact of health education in improving awareness about Methicillin resistant Staphylococcus aureus in health care professionals of tertiary healthcare centre in India
Background: Methicillin resistant Staphylococcus aureus (MRSA) is a major pathogen causing morbidity and mortality in hospital setup. Healthcare professionals (HCPs) colonized by MRSA, play a key role in transmission of this organism to the patients. Compliance of the HCPs with sanitary guidelines is fundamental to prevent nosocomial Infections. Hence, imparting education and creating awareness is the first step towards this. The aim of this study was to determine baseline knowledge about MRSA in healthcare professionals (HCPs). The further aim of the study was to assess the impact of health education on HCPs.Methods: A total of 104 participants, including 54 nurses and 50 doctors, were surveyed using pre-validated questionnaire, regarding MRSA colonization, modes of transmission, high risk areas in hospital, isolation policy, disinfection and treatment. The survey was followed by a health education session on MRSA. Thereafter a post-test questionnaire was administered to study the impact of the health education session.Results: The study sample of 104 respondents comprised of 50 doctors (48%) and 54 nurses (52%). It was found that baseline awareness regarding MRSA was lesser in the nursing staff as compared to doctors. Statistically significant positive impact of the health education session on all the HCPs was observed when paired t-test was applied. Various challenges expressed by the participants in prevention of MRSA transmission were noted.Conclusions: Due to suboptimal awareness noted in HCPs, educational programs should be conducted to bridge the gap in knowledge and perception of HCPs to prevent spread of MRSA.
Comparative evaluation of efficacy of terbinafine and itraconazole in treatment of tinea cruris
Background: In a hot and humid country like India, the prevalence of superficial mycotic infections is on the rise due to contributing environmental and demographic factors. In this study, we sought to assess the efficacies of two oral antifungal drugs, Itraconazole (a traditional azole) and Terbinafine (the only orally available allylamine). The two drugs were analyzed to see whether they differed significantly in their cure rates of tinea cruris. Since data, that compares only systemically administered Itraconazole and Terbinafine in the treatment of tinea cruris, is limited, this study becomes imperative.Methods: 60 patients, all clinically confirmed cases of tinea cruris and belonging to the age group of 18-65 years, were recruited for this prospective study. Patients were then randomly divided into groups A and B and followed-up for a month. Group A received cap. Itraconazole 100 mg, twice a day, for 15 days while group B received tab. Terbinafine 250 mg, once a day, for 4 weeks. Both groups were given topical 2% Sertaconazole that had to be continued for 8 weeks. During the 4 visits, scores for the 3 parameters (erythema, pruritis and scaling) were calculated and recorded for statistical analysis.Results: Authors observed that majority of the patients were exposed to hot and humid environment that contributed to sweating and poor personal hygiene. The changes in scores of erythema, pruritis and scaling from the baseline visit for both, Itraconazole and Terbinafine, were statistically significant at week 4 with P < 0.05 for all parameters. But the difference between the scores of the two drugs was not found to be statistically significant.Conclusions: Although the sample size of this study was small and the data was limited, findings of this study supported that both Itraconazole and Terbinafine were highly effective in the treatment of tinea cruris
Exploring the trends of breathlessness and mortality in conjunction with AQI in India’s coal capital, Dhanbad
Background: Air Quality Index (AQI) has been evidenced to be linked with various health problems including NCDs. Globally, the combined effect of ambient air and household air pollution causes 6.7 million premature deaths. Objective: A study was undertaken to understand various associations of AQI and morbidity data, indigenous to the coal capital region of India. Methodology: This was a cross-sectional study where district AQI data was obtained from the state of Jharkhand while mortality and morbidity data were collected from our medical college. MS Excel and SPSS were used to analyse the data. Results: During the study period, the AQI of Dhanbad has been moderate to poor. The lowest AQI was noted in May 2020 at 105 while the highest in June 2019 at 217. The highest admission, due to respiratory illness, was noted in May 2020 with AQI of 105. Using univariate analysis age categorisation was statistically significant, as the respiratory illness was highest in >85 years age group. In logistic regression, it has the highest odds of 2.9 (1.5-5.5). Conclusion: This region-specific indigenous information is expected to provide a valuable tool for Air quality managers for more focused action. It also highlights the health impacts of the worsening air quality
Assessment of the survival of dental implants in irradiated jaws following treatment of oral cancer: A retrospective study
Background: In patients undergoing head and neck surgery for various pathologic conditions, implants are one of the best restorative options and are increasing widely used. Therefore, we evaluated the success of dental implants in the irradiated jaws of patients following treatment of oral cancer oral cancer treated patients. Materials and Methods: Data of oral cancer treated patients was collected retrospectively from 2002 to 2008. We took 46 oral cancer treated patients in which implants were placed in irradiated jaws for rehabilitation.Results: It was found that out of 162 dental implants placed, 52 failed. Furthermore, there was no variation in the implant survival rate in between both the jaws. Radiation dose of <50 Gy units also showed significantly increased amount of implant survival rate.Conclusions: Implant survival is multifactorial and depends upon a number of factors like level of radiation exposure in that area, time gap between last radiation doses etc., Further research is required in this field to improve the esthetics and quality of life of cancer treated patients.Keywords: Cancer, dental implants, radiation therap
PROFILE OF SEXUALLY TRANSMITTED INFECTIONS AMONG ATTENDEES OF SPECIAL (SURAKSHA) CLINICS AT AN APEX REGIONAL SEXUALLY TRANSMITTED DISEASE CENTRE IN NORTH INDIA- A FIVE-YEAR STUDY
Introduction: Sexually transmitted infections (STIs) present significant global and national health challenges, particularly in India.
 Objective: This study investigates the prevalence and characteristics of STIs among attendees at the Suraksha clinic in the Apex Regional STD Centre, Safdarjung Hospital.
 Methods: Retrospective data from January 2018 to December 2022 were statistically analyzed using Excel and SPSS. The study includes the examination for diagnosis of various STIs, such as syphilis, HIV, gonorrhea, chlamydiasis, trichomoniasis, candidiasis, bacterial vaginosis (BV), chancroid and genital herpes. .  Gender distribution and syndromic diagnoses, including Vaginal/Cervical Discharge and Genital ulcers, were also considered. Referrals to Integrated Counseling and Testing Centres for HIV testing were analyzed.
Results: Â The results reveal a substantial burden of STIs, with 3.06% showing reactivity to syphilis , 1.74% testing positive for HIV, 3.36% for Gonorrhoea, 11.78% for Chlamydiasis, 1.05% for Trichomoniasis, 26.24% for Candidiasis, 9.97% for Bacterial Vaginosis (BV), 7.80% for Chancroid, 11.64% for Herpes genitalis , and 4.01% for other non STI infections. Â Attendees' interactions included 34.36% of referrals to Integrated Counseling and Testing Centres for HIV testing. The gender distribution showed 58.92% male and 40.94% female attendees.
Conclusion: Syndromic diagnoses, including Vaginal/Cervical Discharge (21.22%) and Genital Warts (8.00%), highlight prevalent conditions, necessitating routine screening, early detection, and targeted interventions for effective disease control and prevention. These findings underscore the significance of integrated screening, patient education, and proactive strategies to safeguard public health in the face of rising STI rates
Hadoop distributed file system for the Grid
Data distribution, storage and access are essential to CPU-intensive and data-intensive high performance Grid computing. A newly emerged file system, Hadoop distributed file system (HDFS), is deployed and tested within the Open Science Grid (OSG) middleware stack. Efforts have been taken to integrate HDFS with other Grid tools to build a complete service framework for the Storage Element (SE). Scalability tests show that sustained high inter-DataNode data transfer can be achieved for the cluster fully loaded with data-processing jobs. The WAN transfer to HDFS supported by BeStMan and tuned GridFTP servers shows large scalability and robustness of the system. The hadoop client can be deployed at interactive machines to support remote data access. The ability to automatically replicate precious data is especially important for computing sites, which is demonstrated at the Large Hadron Collider (LHC) computing centers. The simplicity of operations of HDFS-based SE significantly reduces the cost of ownership of Petabyte scale data storage over alternative solutions
- …