Jitendra V. Tembhurne
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View article: Distance-Based Localization in Wireless Sensor Network Using Exponential Grey Prediction Model
Distance-Based Localization in Wireless Sensor Network Using Exponential Grey Prediction Model Open
Localization in wireless sensor network is the key for many applications in which location of occurrence of event is very important. Distance based localization techniques have proved to be more accurate and feasible for the location calcu…
View article: COVID-19 Twitter Sentiment Classification Using Hybrid Deep Learning Model Based on Grid Search Methodology
COVID-19 Twitter Sentiment Classification Using Hybrid Deep Learning Model Based on Grid Search Methodology Open
In the contemporary era, social media platforms amass an extensive volume of social data contributed by their users. In order to promptly grasp the opinions and emotional inclinations of individuals regarding a product or event, it becomes…
View article: Classification of COVID-19 patients from HRCT score prediction in CT images using transfer learning approach
Classification of COVID-19 patients from HRCT score prediction in CT images using transfer learning approach Open
COVID-19 had a huge impact on patients and medical systems all around the world. Computed tomography (CT) images can effectively complement the reverse transcription-polymerase chain reaction testing (RT-PCR) and offer results much faster …
View article: Object detection using convolutional neural networks and transformer-based models: a review
Object detection using convolutional neural networks and transformer-based models: a review Open
Transformer models are evolving rapidly in standard natural language processing tasks; however, their application is drastically proliferating in computer vision (CV) as well. Transformers are either replacing convolution networks or being…
View article: Heart Failure prediction on diversified datasets to improve generalizability using 2-Level Stacking
Heart Failure prediction on diversified datasets to improve generalizability using 2-Level Stacking Open
Heart disease is a leading cause of death worldwide, and early detection is crucial for improving patient outcomes. Machine learning classifiers have shown promise in predicting heart disease using patient-specific factors such as demograp…
View article: Improvised light weight deep CNN based U-Net for the semantic segmentation of lungs from chest X-rays
Improvised light weight deep CNN based U-Net for the semantic segmentation of lungs from chest X-rays Open
In the last decade, neural networks and deep learning techniques are widely adopted in the field of medical imaging for image detection, classification, and segmentation tasks and has achieved exceptional results. Deep models have immensel…
View article: OCR-MRD: Performance Analysis of Different Optical Character Recognition Engines for Medical Report Digitization
OCR-MRD: Performance Analysis of Different Optical Character Recognition Engines for Medical Report Digitization Open
In the modern era, the necessity of digitization is increasing in a rapid manner day-to-day. The healthcare industries are working towards operating in a paperless environment. Digitizing the medical lab records help the patients in hassle…
View article: Mc-DNN
Mc-DNN Open
With the advancement of technology, social media has become a major source of digital news due to its global exposure. This has led to an increase in spreading fake news and misinformation online. Humans cannot differentiate fake news from…
View article: An Efficient Provably Secure Verifier-Based Three-Factor Authentication Technique Using PDL for Data Exchange in TMIS
An Efficient Provably Secure Verifier-Based Three-Factor Authentication Technique Using PDL for Data Exchange in TMIS Open
In healthcare services, telecare medicine information systems (TMIS) is the viable solution offered currently. Moreover, to provide best security to the TMIS, it attracted the various researchers to investigate the security challenges in T…
View article: A Provably Secure Lightweight Subtree-Based Short Signature Scheme With Fuzzy User Data Sharing for Human-Centered IoT
A Provably Secure Lightweight Subtree-Based Short Signature Scheme With Fuzzy User Data Sharing for Human-Centered IoT Open
Internet of Things (IoT) is made up of various smart devices for the exchange of sensed data through online services. Direct contact with people through smart devices to define parameters for healthcare and send them to a centralized repos…
View article: A Parallelization of Non-Serial Polyadic Dynamic Programming on GPU
A Parallelization of Non-Serial Polyadic Dynamic Programming on GPU Open
Parallelization of Non-Serial Polyadic Dynamic Programming (NPDP) on high-throughput manycore architectures, such as NVIDIA GPUs, suffers from load imbalance, i.e. non-optimal mapping between the sub-problems of NPDP and the processing ele…
View article: A WORK DISTRIBUTION STRATEGY FOR GLOBAL SEQUENCE ALIGNMENT
A WORK DISTRIBUTION STRATEGY FOR GLOBAL SEQUENCE ALIGNMENT Open
The sequence alignment comprises to identify similarities and dissimilarities between two given sequences. In this paper, we propose a work distribution strategy for the implementation of DNA global sequence alignment. The main objective o…
View article: ADABOOSTING BASED SMILEDETECTION IN COLOUR IMAGES
ADABOOSTING BASED SMILEDETECTION IN COLOUR IMAGES Open
In this paper, a face detection method is presented for face images captured in the real world. Face detection is a difficult task in image analysis, which has more applications. The existing methods for face detection can be divided into …