SPIRE-SIES: A Spontaneous Indian English Speech Corpus

In this paper, we present a 170.83 hour Indian English spontaneous speech dataset. Lack of Indian English speech data is one of the major hindrances in developing robust speech systems which are adapted to the Indian speech style. Moreover this scarcity is even more for spontaneous speech. This corpus is crowd sourced over varied Indian nativities, genders and age groups. Traditional spontaneous speech collection strategies involve capturing of speech during interviewing or conversations. In this study, we use images as stimuli to induce spontaneity in speech. Transcripts for 23 hours is generated and validated which can serve as a spontaneous speech ASR benchmark. Quality of the corpus is validated with voice activity detection based segmentation, gender verification and image semantic correlation. Which determines a relationship between image stimulus and recorded speech using caption keywords derived from Image2Text model and high occurring words derived from whisper ASR generated transcripts.Comment: 6 pages, 7 plots, 3 tables, Accepted at O-COCOSDA 202

Yolk sac tumor in an antenatal patient: a challenging case

Pregnancy complicated with adnexal masses is a very common occurrence. However, most of these adnexal masses encountered in pregnancy are benign in nature and are found incidentally during routine antenatal ultrasound. Malignant ovarian neoplasms account for 1%-8% of all persistent adnexal masses diagnosed during pregnancy. Yolk sac tumor (YST) complicating pregnancy is very rare and has no proper guidelines for its diagnosis and management hence causing a therapeutic dilemma for the clinicians. Therefore, an individualised approach is preferred in such cases. It is very important to report such cases for better understanding and management of these cases. Here we present a case report of a 23-year-old primigravida at 30 weeks gestation with yolk sac tumor of right ovary, surgical stage IIIc who responded well to fertility sparing surgery with cisplatin-based combination chemotherapy. She has no evidence of disease post treatment and has been put on regular follow up

Knowledge and attitude among Indian medical students towards thalassemia: a study in Delhi NCR

Background: Thalassemia can easily be prevented by awareness, education, screening, premarital genetic counselling and prenatal diagnosis. There are only a handful of articles on knowledge and awareness about thalassemia among general population or parents of thalassaemic children. Aims and objectives was to evaluate the level of awareness, knowledge and attitudes of medical students towards thalassemia as well as to analyse the differences if any between the first year and second year MBBS students and their correlation with various socio-demographic parameters.Methods: This was an institutional based cross sectional observational descriptive study regarding knowledge and attitude of first and second year MBBS students about thalassemia using a pre-designed, structured, self-administered questionnaire. Data was analyzed using SPSS software version 17. Values of p<0.05 were considered significant.Results: Mean knowledge scores of second year MBBS students compared to first year MBBS were 11.73±1.78 versus 10.8±1.92, the difference being statistically significant, however, the difference between mean attitude scores was not found to be significant. There was no effect of age, gender, region or Kuppuswamy’s socio-economic class on the knowledge or attitude of MBBS students towards thalassemia.Conclusions: Majority of the MBBS students had good knowledge and positive attitude towards thalassemia. To confirm the observations, large scale studies need to be conducted comprising of different study populations. Screening for thalassemia should be made mandatory, as part of medical examination, at entry to a medical college so that the medical college students are sensitized and can spread awareness among general population

Learning Attention-based Embeddings for Relation Prediction in Knowledge Graphs

The recent proliferation of knowledge graphs (KGs) coupled with incomplete or partial information, in the form of missing relations (links) between entities, has fueled a lot of research on knowledge base completion (also known as relation prediction). Several recent works suggest that convolutional neural network (CNN) based models generate richer and more expressive feature embeddings and hence also perform well on relation prediction. However, we observe that these KG embeddings treat triples independently and thus fail to cover the complex and hidden information that is inherently implicit in the local neighborhood surrounding a triple. To this effect, our paper proposes a novel attention-based feature embedding that captures both entity and relation features in any given entity’s neighborhood. Additionally, we also encapsulate relation clusters and multi-hop relations in our model. Our empirical study offers insights into the efficacy of our attention-based model and we show marked performance gains in comparison to state-of-the-art methods on all datasets

A Correlation of Tumor Budding and Tumor Stroma Ratio with Clinicopathological Factors in Oral Squamous Cell Carcinoma

Background: Squamous cell carcinoma is the most common carcinoma in the head and neck region. Both tumor budding and tumor stroma ratio are being studied in the recent years in various solid tumors for their role as a prognostic marker, however the studies in oral squamous cell carcinoma are limited. Methods: A total of 50 patients of oral squamous cell carcinoma proved histologically were included in the study over a period of 4 months (July 2022-October 2022). Tumor budding(TB) and Tumor stroma ratio (TSR) were evaluated on routine hematoxylin and eosin stained sections and these were correlated with clinicopathological parameters. Statistical analysis was done using Chi-square test and p value &lt;.05 considered significant. Result: The mean age was 52.72 +_ 13.16 and M: F of 7.1:1. Most of the tumors were located on tongue (46%) followed by buccal mucosa (26%), gingivobuccal sulcus (12%) and retromolar trigone (8%). Palate and alveolus were the other sites involved constituting 4% each. Both TB and TSR were found to be significantly associated with grade of the tuumor, lymph node metastasis and size of the tumor. A highly significant correlation was also found between Tb and TSR with a p value &lt;.001. Conclusion: Both TB and TSR can be easily evaluated on routine H&amp;E sections and are highly reproducible and found to be reliable independent prognostic markers in OSCC. Thus, this simple and cost-effective method of prognostification which is currently lacking will help in identifying patients with poor prognosis and thus, individualise the treatment plan. Keywords: Tumor Budding, Oral squamous cell carcinoma, Tumor stroma ratio

Molecular Dynamics of Mosquito-<em>Plasmodium vivax</em> Interaction: A Smart Strategy of Parasitism

Parallel to Plasmodium falciparum, P. vivax is a fast emerging challenge to control malaria in South-East Asia regions. Owing to unique biological differences such as the preference for invading reticulocytes, early maturation of sexual stages during the infection, the formation of hypnozoites, unavailability of in-vitro culture, the molecular relation of P. vivax development inside the mosquito host is poorly known. In this chapter, we briefly provide a basic overview of Mosquito-Plasmodium interaction and update current knowledge of tissue-specific viz. midgut, hemocyte, and salivary glands- molecular dynamics of Plasmodium vivax interaction during its developmental transformation inside the mosquito host, in specific

Exploration and Profiling of Potential Thermo-alkaliphilic Bacillus licheniformis and Burkholderia sp. from varied Soil of Delhi region, India and their Plant Growth-Promoting Traits

Soilless cultivation has emerged as a fundamental alternative for large-scale vegetable production because it generates high-quality yields and uses resources efficiently. While plant growth-promoting bacteria (PGPB) are known to enhance growth and physiological aspects in crops grown in soil, their application in soilless cultivation has been relatively less explored. This study aimed to isolate potential PGPBs from soil samples collected from five locations in and around the Delhi-National Capital Region (NCR), India, which were further screened for significant PGPB attributes. Among these, 51 isolated were selected for assessing the impact on Oryza sativa (rice) growth and yield grown on a hydroponic set. The results indicated that isolates AFSI16 and ACSI02 significantly improved the physiological parameters of the plants. For instance, treatment with AFSI16 showed a 23.27% increase in maximum fresh shoot mass, while ACSI02 resulted in a 46.8% increase in root fresh mass. Additionally, ACSI02 exhibited the highest shoot length (34.07%), whereas AFSI16 exhibited the longest root length (46.08%) in O.sativa. Treatment with AFSI16 also led to significant increases in total protein content (4.94%) and chlorophyll content (23.44%), while ACSI02 treatment showed a 13.48% increase in maximum carotenoid content in the leaves. The potential PGPBs were identified through 16S rRNA sequencing, as the two most effective strains, AFSI16 and ACSI02, belonged to thermo-alkaliphilic Bacillus licheniformis and Burkholderia sp., respectively. This study demonstrated the potential of these identified PGPB strains in enhancing crop performance, specifically in soilless cultivation systems.

Preterm birth among pregnancies conceived by assisted reproduction techniques in Mumbai, Maharashtra, India

Background: Preterm births are an enormous global problem on families, medical system and economy. The rates of preterm birth are increasing and one of the contributors is growing use of Assisted Reproduction Techniques (ART) leading to multifetal gestations. Some risk factors for preterm birth are specific to women who conceive by ART. Since there is limited data from India, this pilot study was undertaken to assess the magnitude of preterm birth among pregnancies conceived by ART and to study the contributing factors.Methods: Clinic based descriptive cohort study through eight ART clinics in Mumbai for one year. Data was collected using an in-depth questionnaire on socio-demographic characteristics, medical history, ART details, course and complications during pregnancy, mode of delivery, pregnancy outcome, risk factors related to preterm birth and neonatal outcome. Complete details of 113 participants who completed the study were analyzed.Results: Study showed high incidence of preterm birth (76.23%) among women conceived with ART. Multiple gestations were observed in 45.1%. Pregnancy related complications like heterotrophic pregnancy (3%), pre eclampsia (15%) and gestational diabetes (11%) were high. Incidence of caesarean section was very high (98%). Neonatal outcome was good with 98% live births and only 2 still births.Conclusions: Present study highlights that preterm birth, multiple pregnancies, pregnancy related complications like preeclampsia, gestational diabetes and caesarean sections are very high among women conceived by ART. With growing use of ART there is an urgent need to develop a National ART Surveillance system in India like the one in Centre for Disease Control Atlanta to get complete data on the pregnancy course and outcomes of ART conceptions. Efforts to limit the number of embryos transferred should be strengthened to prevent multiple births

Global variations in funding and use of hemodialysis accesses: an international report using the ISN Global Kidney Health Atlas

Background: There is a lack of contemporary data describing global variations in vascular access for hemodialysis (HD). We used the third iteration of the International Society of Nephrology Global Kidney Health Atlas (ISN-GKHA) to highlight differences in funding and availability of hemodialysis accesses used for initiating HD across world regions. Methods: Survey questions were directed at understanding the funding modules for obtaining vascular access and types of accesses used to initiate dialysis. An electronic survey was sent to national and regional key stakeholders affiliated with the ISN between June and September 2022. Countries that participated in the survey were categorized based on World Bank Income Classification (low-, lower-middle, upper-middle, and high-income) and by their regional affiliation with the ISN. Results: Data on types of vascular access were available from 160 countries. Respondents from 35 countries (22% of surveyed countries) reported that > 50% of patients started HD with an arteriovenous fistula or graft (AVF or AVG). These rates were higher in Western Europe (n = 14; 64%), North & East Asia (n = 4; 67%), and among high-income countries (n = 24; 38%). The rates of > 50% of patients starting HD with a tunneled dialysis catheter were highest in North America & Caribbean region (n = 7; 58%) and lowest in South Asia and Newly Independent States and Russia (n = 0 in both regions). Respondents from 50% (n = 9) of low-income countries reported that > 75% of patients started HD using a temporary catheter, with the highest rates in Africa (n = 30; 75%) and Latin America (n = 14; 67%). Funding for the creation of vascular access was often through public funding and free at the point of delivery in high-income countries (n = 42; 67% for AVF/AVG, n = 44; 70% for central venous catheters). In low-income countries, private and out of pocket funding was reported as being more common (n = 8; 40% for AVF/AVG, n = 5; 25% for central venous catheters). Conclusions: High income countries exhibit variation in the use of AVF/AVG and tunneled catheters. In low-income countries, there is a higher use of temporary dialysis catheters and private funding models for access creation