Farzana Akter Soma

ORCID: 0000-0002-9264-4211
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About
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Research Areas
  • COVID-19 diagnosis using AI
  • Radiomics and Machine Learning in Medical Imaging
  • Phonocardiography and Auscultation Techniques

Holy Family Red Crescent Medical College
2021

Dhaka Medical College and Hospital
2021

Chest radiographs (X-rays) combined with Deep Convolutional Neural Network (CNN) methods have been demonstrated to detect and diagnose the onset of COVID-19, disease caused by Severe Acute Respiratory Syndrome Coronavirus 2 (SARS-CoV-2). However, questions remain regarding accuracy those as they are often challenged limited datasets, performance legitimacy on imbalanced data, their results typically reported without proper confidence intervals. Considering opportunity address these issues,...

10.1109/access.2021.3061621 article EN cc-by IEEE Access 2021-01-01
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