Gelan Ayana

A Novel Multistage Transfer Learning for Ultrasound Breast Cancer Image Classification

Gelan Ayana, Jinhyung Park, Jin-Woo Jeong et al. · Diagnostics · 2022 · 120 citations · Full text

Vision-Transformer-Based Transfer Learning for Mammogram Classification

Gelan Ayana, Kokeb Dese, Yisak Dereje et al. · Diagnostics · 2023 · 98 citations · Full text

Convolutional Neural Network, Medical Image Segmentation, Engineering +22

Accurate Machine-Learning-Based classification of Leukemia from Blood Smear Images

Kokeb Dese, Hakkins Raj, Gelan Ayana et al. · Clinical Lymphoma Myeloma & Leukemia · 2021 · 88 citations

Image Analysis, Machine Learning, Engineering +8

BUViTNet: Breast Ultrasound Detection via Vision Transformers

Gelan Ayana, Se‐woon Choe · Diagnostics · 2022 · 61 citations · Full text

Medical Ultrasound, Convolutional Neural Network, Engineering +20

Patchless Multi-Stage Transfer Learning for Improved Mammographic Breast Mass Classification

Gelan Ayana, Jinhyung Park, Se‐woon Choe · Cancers · 2022 · 40 citations · Full text