Pinki Roy
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Similarity-Based Self-Construct Graph Model for Predicting Patient Criticalness Using Graph Neural Networks and EHR Data Open
Accurately predicting the criticalness of ICU patients (such as in-ICU mortality risk) is vital for early intervention in critical care. However, conventional models often treat each patient in isolation and struggle to exploit the relatio…
Use of hyaluronic acid in targeted therapy of cancer Open
Currently, cancer is one of the leading causes of death worldwide. That’s why scientists all over the world are researching how to deliver drugs against cancer cells better. The use of Hyaluronic acid in drug delivery against cancer cells …
View article: Diabetic Foot Ulcer Identification: A Review
Diabetic Foot Ulcer Identification: A Review Open
Diabetes is a chronic condition caused by an uncontrolled blood sugar levels in the human body. Its early diagnosis may prevent severe complications such as diabetic foot ulcers (DFUs). A DFU is a critical condition that can lead to the am…
Audio-Visual Automatic Speech Recognition Using PZM, MFCC and Statistical Analysis. Open
Audio-Visual Automatic Speech Recognition (AV-ASR) has become the most promising research area when the audio signal gets corrupted by noise. The main objective of this paper is to select the important and discriminative audio and visual s…
DFU_SPNet: A stacked parallel convolution layers based CNN to improve Diabetic Foot Ulcer classification Open
Diabetic Foot Ulcer (DFU) is a complication of diabetes that causes lower limb amputation. In this work, a unique stacked parallel convolution layers-based network (DFU_SPNet) is proposed to perform DFU vs. normal skin classification. The …
Identifying COVID19 from Chest CT Images: A Deep Convolutional Neural Networks Based Approach Open
Coronavirus Disease (COVID19) is a fast-spreading infectious disease that is currently causing a healthcare crisis around the world. Due to the current limitations of the reverse transcription-polymerase chain reaction (RT-PCR) based tests…
Automatic Diabetes Prediction Using Tree Based Ensemble Learners Open
With the advancements in the areas of Machine Learning (ML) and Data Mining, data driven medical decision support systems are becoming more and more prevalent. Using these techniques, researchers have been trying to build automatic diagnos…