Concepedia

Gelan Ayana

GA

15

Publications

593

Citations

12

H-Index

2021

Active since

Affiliations

Kumoh National Institute of Technology(Current)

Jimma University

Pukyong National University

University of Florida

Institut Teknologi Kalimantan

Gelan Ayana is an author at Kumoh National Institute of Technology specializing in machine learning, medical image computing, and image analysis.

Top concepts

EngineeringImage AnalysisMachine LearningMedical Image ComputingMedicineRadiologyData ScienceDeep LearningComputer VisionHealth

Publications per year

2021–2024

15

Publications

15

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

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