Josmy Mathew - Academia.edu (original) (raw)

Josmy Mathew

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Papers by Josmy Mathew

Research paper thumbnail of Deep Convolutional Neural Network with Transfer Learning for Automatic Brain Tumor Detection from MRI

2022 International Conference on Computing, Communication, Security and Intelligent Systems (IC3SIS)

Research paper thumbnail of A Comprehensive Study on Application of Deep Learning in Brain Tumor Detection

Journal of University of Shanghai for Science and Technology, 2021

Deep Learning is an area of machine learning which, because of its capability to handle a large q... more Deep Learning is an area of machine learning which, because of its capability to handle a large quantity of data, has demonstrated amazing achievements in each field, notably in biomedicine. Its potential and abilities were evaluated and utilised with an effective prognosis in the identification of brain tumours with MRI pictures. The diagnosis of MRI images by computer-aided brain tumours includes tumour identification, segmentation and classification. Many types of research have concentrated in recent years on conventional or basic machine learning approaches in the detection of brain tumours. Throughout this overview, we offer a comprehensive assessment of the surveys that have been reported so far and the current approaches for detecting tumours. Our review examines the major processes in deep learning approaches for detecting brain tumours including preprocessing, extraction of features and classification and their performance and limitations. We also explore state-of-the-art n...

Research paper thumbnail of Deep Convolutional Neural Network with Transfer Learning for Automatic Brain Tumor Detection from MRI

2022 International Conference on Computing, Communication, Security and Intelligent Systems (IC3SIS)

Research paper thumbnail of A Comprehensive Study on Application of Deep Learning in Brain Tumor Detection

Journal of University of Shanghai for Science and Technology, 2021

Deep Learning is an area of machine learning which, because of its capability to handle a large q... more Deep Learning is an area of machine learning which, because of its capability to handle a large quantity of data, has demonstrated amazing achievements in each field, notably in biomedicine. Its potential and abilities were evaluated and utilised with an effective prognosis in the identification of brain tumours with MRI pictures. The diagnosis of MRI images by computer-aided brain tumours includes tumour identification, segmentation and classification. Many types of research have concentrated in recent years on conventional or basic machine learning approaches in the detection of brain tumours. Throughout this overview, we offer a comprehensive assessment of the surveys that have been reported so far and the current approaches for detecting tumours. Our review examines the major processes in deep learning approaches for detecting brain tumours including preprocessing, extraction of features and classification and their performance and limitations. We also explore state-of-the-art n...

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