Publications by authors named "Nishtha Hooda"
The escalating transmission intensity of COVID-19 pandemic is straining the healthcare systems worldwide. Due to the unavailability of effective pharmaceutical treatment and vaccines, monitoring social distancing is the only viable tool to strive against asymptomatic transmission. Pertaining to the need of monitoring the social distancing at populated areas, a novel bird eye view computer vision-based framework implementing deep learning and utilizing surveillance video is proposed.
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- The study focuses on integrating artificial intelligence with mechanical systems to minimize manufacturing time and costs through improved deposition angles in Fused Deposition Modeling (FDM).
- A random forest machine learning model is used, trained on various shapes to predict optimal angles, while feature selection identifies key product characteristics.
- The model achieves an impressive 94.57% prediction accuracy, demonstrating its effectiveness over other methods, and enhances the applicability of digitally manufactured products.
Prediction of Malignant Breast Cancer Cases Using Ensemble Machine Learning: A Case Study of Pesticides Prone Area.
IEEE/ACM Trans Comput Biol Bioinform
April 2022
Cancer of the female breast is one of the leading types of cancers worldwide. This paper presents a case study of Malwa Belt in India that has witnessed the proliferation in the overall mortality rate due to breast cancer. The paper researches mortality aspect of the disease and its association with the various risk parameters including demographic characteristics, percentage of pesticides residue present in the water and soil, life style of the women in the affected area, water intake, and the amount of pesticide exposure to the patient.
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