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Results for “"Aditya Khamparia"”

7 results

Diagnosis of breast cancer based on modern mammography using hybrid transfer learning

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Aditya Khamparia, Subrato Bharati, Prajoy Podder, Deepak Gupta et al.

Journal: Multidimensional Systems and Signal ProcessingYear: 2021Citations: 199

Breast cancer is a common cancer in women. Early detection of breast cancer in particular and cancer, in general, can considerably increase the survival rate of women, and it can be much more effective. This paper mainly focuses on the transfer learning process to detect breast cancer. Modified VGG ...

Physical SciencesComputer ScienceArtificial IntelligenceOpen Access
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ECG Classification and Analysis for Heart Disease Prediction Using XAI-Driven Machine Learning Algorithms

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Ritu Aggarwal, Prajoy Podder, Aditya Khamparia

Journal: Intelligent systems reference libraryYear: 2022Citations: 29
Health SciencesMedicineCardiology and Cardiovascular Medicine
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Forecasting the Spread of COVID-19 and ICU Requirements

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Prajoy Podder, Aditya Khamparia, M. Rubaiyat Hossain Mondal, Mohammad Atikur Rahman et al.

Journal: International Journal of Online and Biomedical Engineering (iJOE)Year: 2021Citations: 25

Since December 2019, the world is fighting against coronavirus disease (COVID-19). This disease is caused by a novel coronavirus termed as severe acute respiratory syndrome coronavirus 2 (SARS-CoV-2). This work focuses on the applications of machine learning algorithms in the context of COVID-19. Fi...

Physical SciencesMathematicsModeling and SimulationOpen Access
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Forecasting the Spread of COVID-19 and ICU Requirements

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Prajoy Podder, Aditya Khamparia, M. Rubaiyat Hossain Mondal, Mohammad Atikur Rahman et al.

Journal: Preprints.orgYear: 2021Citations: 16

Since December 2019, the world is fighting against coronavirus disease (COVID-19). This disease is caused by a novel coronavirus termed as severe acute respiratory syndrome coronavirus 2 (SARS-CoV-2). This work focuses on the applications of machine learning algorithms in the context of COVID-19. Fi...

Health SciencesMedicineRadiology, Nuclear Medicine and ImagingOpen Access
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Multi-Class Breast Cancer Classification Using Ensemble of Pretrained models and Transfer Learning

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Sanjay Kumar Singh, Perumalla Murali Mallikarjuna Rao, Aditya Khamparia, Bharat Bhushan et al.

Journal: Current Medical Imaging Formerly Current Medical Imaging ReviewsYear: 2021Citations: 10

AIMS: Early detection of breast cancer has reduced many deaths. Earlier CAD systems used to be the second opinion for radiologists and clinicians. Machine learning and deep learning have brought tremendous changes in medical diagnosis and imagining. BACKGROUND: Breast cancer is the most commonly occ...

Physical SciencesComputer ScienceArtificial Intelligence
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Rethinking the Transfer Learning Architecture for Respiratory Diseases and COVID-19 Diagnosis

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Prajoy Podder, Subrato Bharati, M. Rubaiyat Hossain Mondal, Aditya Khamparia

Journal: Intelligent systems reference libraryYear: 2022Citations: 9
Health SciencesMedicineRadiology, Nuclear Medicine and Imaging
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An intelligent <scp>IoMT</scp> enabled feature extraction method for early detection of knee arthritis

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Aditya Khamparia, Babita Pandey, Fadi Al‐Turjman, Prajoy Podder

Journal: Expert SystemsYear: 2021Citations: 9

Abstract Osteoarthritis and rheumatoid are most common form of arthritis disorder, affecting millions of people worldwide. This article presents a computer aided detection system (CAD) for early knee osteoarthritis and rheumatoid detection using X‐ray images and machine learning classifiers. This wo...

Physical SciencesComputer ScienceComputer Vision and Pattern Recognition
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