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Mohammed Al-masni, Ph.D.
Mohammed Al-masni, Ph.D.
Assistant Professor at Department of Artificial Intelligence, Sejong University, Seoul, South Korea
Geverifieerd e-mailadres voor sejong.ac.kr - Homepage
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Skin lesion segmentation in dermoscopy images via deep full resolution convolutional networks
MA Al-Masni, MA Al-Antari, MT Choi, SM Han, TS Kim
Computer methods and programs in biomedicine 162, 221-231, 2018
4312018
Simultaneous detection and classification of breast masses in digital mammograms via a deep learning YOLO-based CAD system
MA Al-Masni, MA Al-Antari, JM Park, G Gi, TY Kim, P Rivera, E Valarezo, ...
Computer methods and programs in biomedicine 157, 85-94, 2018
4172018
A fully integrated computer-aided diagnosis system for digital X-ray mammograms via deep learning detection, segmentation, and classification
MA Al-Antari, MA Al-Masni, MT Choi, SM Han, TS Kim
International journal of medical informatics 117, 44-54, 2018
3672018
Multiple skin lesions diagnostics via integrated deep convolutional networks for segmentation and classification
MA Al-Masni, DH Kim, TS Kim
Computer methods and programs in biomedicine 190, 105351, 2020
2812020
An automatic computer-aided diagnosis system for breast cancer in digital mammograms via deep belief network
MA Al-Antari, MA Al-Masni, SU Park, JH Park, MK Metwally, YM Kadah, ...
Journal of Medical and Biological Engineering 38, 443-456, 2018
1412018
Detection and classification of the breast abnormalities in digital mammograms via regional convolutional neural network
MA Al-masni, MA Al-antari, JM Park, G Gi, TY Kim, P Rivera, E Valarezo, ...
2017 39th annual international conference of the IEEE engineering in …, 2017
1382017
Deep learning computer-aided diagnosis for breast lesion in digital mammogram
MA Al-Antari, MA Al-Masni, TS Kim
Deep Learning in Medical Image Analysis: Challenges and Applications, 59-72, 2020
852020
A depth camera-based human activity recognition via deep learning recurrent neural network for health and social care services
SU Park, JH Park, MA Al-Masni, MA Al-Antari, MZ Uddin, TS Kim
Procedia Computer Science 100, 78-84, 2016
832016
Automated detection of cerebral microbleeds in MR images: A two-stage deep learning approach
MA Al-Masni, WR Kim, EY Kim, Y Noh, DH Kim
NeuroImage: Clinical 28, 102464, 2020
512020
CMM-Net: Contextual multi-scale multi-level network for efficient biomedical image segmentation
MA Al-Masni, DH Kim
Scientific reports 11 (1), 10191, 2021
412021
Femur segmentation in DXA imaging using a machine learning decision tree
D Hussain, MA Al-Antari, MA Al-Masni, SM Han, TS Kim
Journal of X-ray Science and Technology 26 (5), 727-746, 2018
232018
A deep learning model integrating FrCN and residual convolutional networks for skin lesion segmentation and classification
MA Al-Masni, MA Al-Antari, HM Park, NH Park, TS Kim
2019 IEEE Eurasia conference on biomedical engineering, healthcare and …, 2019
202019
A hybrid workflow of residual convolutional transformer encoder for breast cancer classification using digital X-ray mammograms
RM Al-Tam, AM Al-Hejri, SM Narangale, NA Samee, NF Mahmoud, ...
Biomedicines 10 (11), 2971, 2022
192022
A two cascaded network integrating regional-based YOLO and 3D-CNN for cerebral microbleeds detection
MA Al-Masni, WR Kim, EY Kim, Y Noh, DH Kim
2020 42nd Annual International Conference of the IEEE Engineering in …, 2020
192020
Stacked U-Nets with self-assisted priors towards robust correction of rigid motion artifact in brain MRI
MA Al-Masni, S Lee, J Yi, S Kim, SM Gho, YH Choi, DH Kim
NeuroImage 259, 119411, 2022
182022
Hybrid model of computer-aided breast cancer diagnosis from digital mammograms
MA Al-antari, MA Al-masni, YM Kadah
J. Sci. Eng 4 (2), 114-126, 2017
172017
Human Activity Recognition Using a Single Wrist IMU Sensor via Deep Learning Convolutional and Recurrent Neural Nets
TSK E. Valarezo, P. Rivera, J. M. Park, G. Gi, T. Y. Kim, M. Al-antari, M ...
Journal of ICT, Design, Engineering and Technological Science 1 (1), 1-5, 2017
15*2017
Human Activity Recognition Using a Single Wrist IMU Sensor via Deep Learning Convolutional and Recurrent Neural Nets
TSK E. Valarezo, P. Rivera, J. M. Park, G. Gi, T. Y. Kim, M. Al-antari, M ...
2nd International Conference on Sustainable Development in Biomechanics …, 2017
15*2017
Stenosis detection from time-of-flight magnetic resonance angiography via deep learning 3d squeeze and excitation residual networks
H Chung, KM Kang, MA Al-Masni, CH Sohn, Y Nam, K Ryu, DH Kim
IEEE Access 8, 43325-43335, 2020
132020
An Automatic Recognition of Multi-class Skin Lesions via Deep Learning Convolutional Neural Networks
MA Al-antari, P Rivera, MA Al-masni, E Valarezo, G Gi, TY Kim, HM Park, ...
132019
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