Medical Image Analysis

MFL-Net: An Efficient Lightweight Multi-Scale Feature Learning CNN For COVID-19 Diagnosis From CT Images
Amogh Manoj Joshi, Deepak Ranjan Nayak
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MedDES- The Medical Diagnostic Expert System
Developed a medical diagnostic system for medical image diagnosis using deep learning which has 4 diagnostic tests for Malaria, COVID-19, Pneumonia and Brain Tumour. The system also generates a detailed patient report after testing and can be accessed here.
MedDES- The Medical Diagnostic Expert System
Deep Learning Based Approach For Malaria Detection in Blood Smear Images
Amogh Manoj Joshi, Ananta Kumar Das, Subhasish Dhal
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Malaria Detection from Blood Smears using Deep Learning
Worked on Malaria detection from blood cell images using Deep Learning. Used the NIH GOV’s Official Malaria Cell Image Dataset. Created a model from scratch and trained it and got a 99.95% Training Accuracy and 99.61% Validation Accuracy.
Malaria Detection from Blood Smears using Deep Learning