Roopa B. Hegde

Comparison of traditional image processing and deep learning approaches for classification of white blood cells in peripheral blood smear images

Roopa B. Hegde, Keerthana Prasad, Harishchandra Hebbar et al. · Journal of Applied Biomedicine · 2019 · 210 citations

Convolutional Neural Network, Engineering, Digital Pathology +17

Development of a Robust Algorithm for Detection of Nuclei and Classification of White Blood Cells in Peripheral Blood Smear Images

Roopa B. Hegde, Keerthana Prasad, Harishchandra Hebbar et al. · Journal of Medical Systems · 2018 · 75 citations

White Blood Cells, Image Analysis, Engineering +15

Feature extraction using traditional image processing and convolutional neural network methods to classify white blood cells: a study

Roopa B. Hegde, Keerthana Prasad, Harishchandra Hebbar et al. · Australasian Physical & Engineering Sciences in Medicine · 2019 · 73 citations

White Blood Cells, Image Classification, Convolutional Neural Network +10

Automated Decision Support System for Detection of Leukemia from Peripheral Blood Smear Images

Roopa B. Hegde, Keerthana Prasad, Harishchandra Hebbar et al. · Journal of Digital Imaging · 2019 · 65 citations · Full text

Digital Pathology, Diagnosis, Pathology +16

Empowering Healthcare With IoMT: Evolution, Machine Learning Integration, Security, and Interoperability Challenges

G. R. Pradyumna, Roopa B. Hegde, K. B. Bommegowda et al. · IEEE Access · 2024 · 59 citations · Full text

Artificial Intelligence, Engineering, Wearable Technology +22