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Gelan Ayana
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Transfer learning in breast cancer diagnoses via ultrasound imaging
G Ayana, K Dese, S Choe
Cancers 13 (4), 738, 2021
1162021
A novel multistage transfer learning for ultrasound breast cancer image classification
G Ayana, J Park, JW Jeong, S Choe
Diagnostics 12 (1), 135, 2022
792022
Accurate machine-learning-based classification of leukemia from blood smear images
K Dese, H Raj, G Ayana, T Yemane, W Adissu, J Krishnamoorthy, T Kwa
Clinical Lymphoma Myeloma and Leukemia 21 (11), e903-e914, 2021
442021
Vision-transformer-based transfer learning for mammogram classification
G Ayana, K Dese, Y Dereje, Y Kebede, H Barki, D Amdissa, N Husen, ...
Diagnostics 13 (2), 178, 2023
322023
BUViTNet: breast ultrasound detection via vision transformers
G Ayana, SW Choe
Diagnostics 12 (11), 2654, 2022
262022
Patchless multi-stage transfer learning for improved mammographic breast mass classification
G Ayana, J Park, S Choe
Cancers 14 (5), 1280, 2022
192022
Ultrasound-responsive nanocarriers for breast cancer chemotherapy
G Ayana, J Ryu, S Choe
Micromachines 13 (9), 1508, 2022
162022
De-speckling breast cancer ultrasound images using a rotationally invariant block matching based non-local means (RIBM-NLM) method
G Ayana, K Dese, H Raj, J Krishnamoorthy, T Kwa
Diagnostics 12 (4), 862, 2022
162022
Low cost, non-invasive, and continuous vital signs monitoring device for pregnant women in low resource settings (Lvital device)
K Dese, G Ayana, GL Simegn
HardwareX 11, e00276, 2022
132022
Automatic early detection and classification of leukemia from microscopic blood image
KD Gebremeskel, TC Kwa, KH Raj, GA Zewdie, TY Shenkute, WA Maleko
Abyssinia Journal of Engineering and Computing 1 (1), 1-10, 2021
122021
Kokeb Dese, and Se-woon Choe. Transfer learning in breast cancer diagnoses via ultrasound imaging
G Ayana
Cancers 13 (4), 738, 2021
52021
Progress of near-infrared-based medical imaging and cancer cell suppressors
V Mudeng, G Ayana, SU Zhang, S Choe
Chemosensors 10 (11), 471, 2022
42022
Domain and histopathology adaptations–based classification for malignancy grading system
V Mudeng, MN Farid, G Ayana, S Choe
The American Journal of Pathology 193 (12), 2080-2098, 2023
32023
Vision Transformers for Breast Cancer Human Epidermal Growth Factor Receptor 2 Expression Staging without Immunohistochemical Staining
G Ayana, E Lee, S Choe
The American Journal of Pathology 194 (3), 402-414, 2024
12024
Decolonizing global AI governance: Assessment of the state of decolonized AI governance in Sub-Saharan Africa
G Ayana, K Dese, H Daba, B Mellado, K Badu, EI Yamba, SL Faye, ...
Available at SSRN 4652444, 2023
12023
Spatial Pyramid Pooling based end-to-end deep learning for mammogram breast masses classification
G Ayana, J Park, S Choe
한국통신학회 학술대회논문집, 893-895, 2022
12022
Pathological Insights: Enhanced Vision Transformers for the Early Detection of Colorectal Cancer
G Ayana, H Barki, S Choe
Cancers 16 (7), 1441, 2024
2024
Superpixel-based Landmark Identification and Disease Diagnosis from Gastrointestinal Images
H Barki, G Ayana, M Rushdi, A Morsy, S Choe
Journal of Electrical Engineering & Technology, 1-17, 2024
2024
Vision Transformers-Based Transfer Learning for Breast Mass Classification From Multiple Diagnostic Modalities
G Ayana, S Choe
Journal of Electrical Engineering & Technology, 1-20, 2024
2024
Automated ECG Signals Analysis for Cardiac Abnormality Detection and Classification
AM Abagaro, H Barki, G Ayana, AA Dawud, BL Thamineni, T Jemal, ...
Journal of Electrical Engineering & Technology, 1-17, 2024
2024
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Articles 1–20