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Gelan Ayana
Tytuł
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Transfer learning in breast cancer diagnoses via ultrasound imaging
G Ayana, K Dese, S Choe
Cancers 13 (4), 738, 2021
1552021
A novel multistage transfer learning for ultrasound breast cancer image classification
G Ayana, J Park, JW Jeong, S Choe
Diagnostics 12 (1), 135, 2022
1142022
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
792021
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
662023
BUVITNET: Breast ultrasound detection via vision transformers
G Ayana, SW Choe
Diagnostics 12 (11), 2654, 2022
432022
Patchless multi-stage transfer learning for improved mammographic breast mass classification
G Ayana, J Park, S Choe
Cancers 14 (5), 1280, 2022
312022
Ultrasound-responsive nanocarriers for breast cancer chemotherapy
G Ayana, J Ryu, S Choe
Micromachines 13 (9), 1508, 2022
292022
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
192022
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
182021
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
142022
Decolonizing global AI governance: assessment of the state of decolonized AI governance in Sub-Saharan Africa
G Ayana, K Dese, H Daba Nemomssa, B Habtamu, B Mellado, K Badu, ...
Royal Society Open Science 11 (8), 231994, 2024
112024
Progress of near-infrared-based medical imaging and cancer cell suppressors
V Mudeng, G Ayana, SU Zhang, S Choe
Chemosensors 10 (11), 471, 2022
92022
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
72024
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
72023
Kokeb Dese, and Se-woon Choe. Transfer learning in breast cancer diagnoses via ultrasound imaging
G Ayana
Cancers 13 (4), 738, 2021
62021
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
52024
Multistage transfer learning for medical images
G Ayana, K Dese, AM Abagaro, KC Jeong, SD Yoon, S Choe
Artificial Intelligence Review 57 (9), 232, 2024
32024
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
22024
Community-based surveillance of acute flaccid paralysis: A review on detection and reporting strategy
G Biru, H Gemechu, E Gebremeskel, H Daba, K Dese, E Wakjira, ...
12024
A survey on acute flaccid paralysis health system-based surveillance
H Gemechu, G Biru, E Gebremeskel, H Daba, K Dese, E Wakjira, ...
12024
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