Publications by authors named "T Sood"
Article Synopsis
- * Traditional manual analysis of Pap smear images is time-consuming and prone to human error, leading to a push for automated deep learning techniques to improve diagnostic accuracy and efficiency.
- * This research focuses on enhancing cervical cancer detection by applying Transfer Learning and attention mechanisms to preprocess Pap smear images, resulting in a notable increase in classification accuracy, with the Xception model achieving 98.95% accuracy on the processed data.
Corneal vascularisation and haemorrhage associated with netarsudil drops.
Clin Exp Optom
September 2024
Article Synopsis
- A female patient experienced superficial corneal vascularization, hemorrhages, and microcystic edema in the inferior cornea after using netarsudil eye drops for 8 weeks.
- After discontinuing the eye drops, all corneal changes fully regressed within 3 months.
- This case represents a unique finding that has not been previously reported in medical literature.
Background: Rh-DEL type is not detected on routine serology and requires specialized adsorption elution methods which are laborious. Identifying the DEL phenotype in blood donors is important to prevent alloimmunization in transfusion recipients. The present study aimed to determine the frequency of DEL phenotype in RhD-negative North Indian blood donors and correlate the results with Rh Cc/Ee phenotype.
View Article and Find Full Text PDFBackground: There is increasing evidence that the COVID-19 pandemic has impacted adversely on the provision of essential health services globally. The Southeast Asia region (SEAR) has experienced extremely high rates of COVID-19 infection, with potential adverse impacts on provision of reproductive, maternal, neonatal, and child health (RMNCH) services.
Methods: We conducted a systematic literature review of quantitative evidence to characterise the impact of COVID-19 on the provision of essential RMNCH services across the SEAR.
Effect of Age of Transfused Red Blood Cell Units on Clinical Outcomes in Critically Ill Patients.
Indian J Hematol Blood Transfus
July 2024
Anemia in critically ill patients requires red cell transfusions to increase oxygen delivery and prevent deleterious outcomes. The primary objective of the present study was to determine the effect of storage age of transfused red cells on 30-day mortality in critically ill patients, with secondary objectives of determining the effect on length of stay, organ failure, and adverse transfusion reactions. This prospective study was conducted on patients admitted to the intensive care unit after obtaining approval from institutional ethics committee.
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