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Scopus Author ID: 57192575678
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Employment (6)

Sejong University: Seoul, KR

2022-09-01 to present | Assistant Professor (Department of Artificial Intelligence )
Employment
Source: Self-asserted source
MOHAMMED AL-MASNI

Yonsei University: Seodaemun-gu, Seoul, KR

2020-11-01 to 2022-08-31 | Research Professor (Department of Electrical and Electronic Engineering)
Employment
Source: Self-asserted source
MOHAMMED AL-MASNI

Yonsei University: Seodaemun-gu, Seoul, KR

2019-09-01 to 2020-10-31 | Postdoctoral Researcher (Department of Electrical and Electronic Engineering)
Employment
Source: Self-asserted source
MOHAMMED AL-MASNI

B.M.Tech Worldwide Co. Ltd: Gyeonggi-do, Seongnam -si, KR

2015-10 to 2019-08 | Software Developer (R&D Center)
Employment
Source: Self-asserted source
MOHAMMED AL-MASNI

Kyung Hee University - Global Campus: Yongin, Gyeonggi-do, KR

2015-09 to 2019-08 | Research Assistant (Department of Biomedical Engineering, College of Electronics and Information)
Employment
Source: Self-asserted source
MOHAMMED AL-MASNI

University of Science and Technology: Sana'a, YE

2015-03 to 2015-08 | Lecturer (Biomedical Engineering Department)
Employment
Source: Self-asserted source
MOHAMMED AL-MASNI

Education and qualifications (3)

Kyung Hee University - Global Campus: Yongin, Gyeonggi-do, KR

2015-09 to 2019-08 | Ph.D. in Biomedical Engineering (Department of Biomedical Engineering, College of Electronics and Information)
Education
Source: Self-asserted source
MOHAMMED AL-MASNI

Cairo University: Giza, EG

2012-09 to 2015-02 | M.Sc. in Biomedical Engineering & Systems (Biomedical Engineering Department, Faculty of Engineering)
Education
Source: Self-asserted source
MOHAMMED AL-MASNI

Cairo University: Giza, EG

2006-09 to 2011-06 | Bachelor in Biomedical Engineering & Systems (Biomedical Engineering Department, Faculty of Engineering)
Education
Source: Self-asserted source
MOHAMMED AL-MASNI

Works (42)

Multi-Classification Refactoring Framework Using Hopfield Neural Network for Sustainable Software Development

IEEE Access
2025 | Journal article
DOI: 10.1109/ACCESS.2025.3542087
Contributors: Abdullah Almogahed; Hairulnizam Mahdin; Yeong Hyeon Gu; Mohammed A. Al-Masni; Shehab Abdulhabib Alzaeemi; Mazni Omar; Abdulwadood Alawadhi; Samera Obaid Barraood; Abdul Rehman Gilal; Adnan Ameen Bakather
Source: check_circle
Crossref

Toward automated detection of microbleeds with anatomical scale localization using deep learning

Medical Image Analysis
2025-04 | Journal article
DOI: 10.1016/j.media.2024.103415
Contributors: Jun-Ho Kim; Young Noh; Haejoon Lee; Seul Lee; Woo-Ram Kim; Koung Mi Kang; Eung Yeop Kim; Mohammed A. Al-masni; Dong-Hyun Kim
Source: check_circle
Crossref

Unsupervised learning for motion correction and assessment in brain magnetic resonance imaging using severity-based regularized cycle consistency

Engineering Applications of Artificial Intelligence
2025-02 | Journal article
DOI: 10.1016/j.engappai.2024.109978
Contributors: Seuk Kim; Mohammed A. Al-masni; Seul Lee; Sunyoung Jung; Kyu-Jin Jung; Chuanjiang Cui; Sung-Min Gho; Young Hun Choi; Dong-Hyun Kim
Source: check_circle
Crossref

Cross-project software defect prediction based on the reduction and hybridization of software metrics

Alexandria Engineering Journal
2025-01 | Journal article
DOI: 10.1016/j.aej.2024.10.034
Contributors: Ahmed Abdu; Zhengjun Zhai; Hakim A. Abdo; Sungon Lee; Mohammed A. Al-masni; Yeong Hyeon Gu; Redhwan Algabri
Source: check_circle
Crossref

Deep Network Regularization for Phase-Based Magnetic Resonance Electrical Properties Tomography With Stein's Unbiased Risk Estimator

IEEE Transactions on Biomedical Engineering
2025-01 | Journal article
DOI: 10.1109/TBME.2024.3438270
Contributors: Chuanjiang Cui; Kyu-Jin Jung; Mohammed A. Al-Masni; Jun-Hyeong Kim; Soo-Yeon Kim; Mina Park; Shao Ying Huang; Se Young Chun; Dong-Hyun Kim
Source: check_circle
Crossref

JUST-Net: Jointly unrolled cross-domain optimization based spatio-temporal reconstruction network for accelerated 3D myelin water imaging

Magnetic Resonance in Medicine
2024 | Journal article
DOI: 10.1002/MRM.30021
WOSUID: WOS:001161079700001
Contributors: Lee, Jae-Hun; Kim, Jae-Yoon; Ryu, Kanghyun; Al-masni, Mohammed A.; Kim, Tae Hyung; Han, Dongyeob; Kim, Hyun Gi; Kim, Dong-Hyun
Source: check_circle
Web of Science Researcher Profile Sync

A Unified Multi-Task Learning Model with Joint Reverse Optimization for Simultaneous Skin Lesion Segmentation and Diagnosis

Bioengineering
2024-11-20 | Journal article
DOI: 10.3390/bioengineering11111173
Contributors: Mohammed A. Al-masni; Abobakr Khalil Al-Shamiri; Dildar Hussain; Yeong Hyeon Gu
Source: check_circle
Crossref
grade
Preferred source (of 2)‎

Electroretinogram Analysis Using a Short-Time Fourier Transform and Machine Learning Techniques

Bioengineering
2024-08-26 | Journal article
DOI: 10.3390/bioengineering11090866
Contributors: Faisal Albasu; Mikhail Kulyabin; Aleksei Zhdanov; Anton Dolganov; Mikhail Ronkin; Vasilii Borisov; Leonid Dorosinsky; Paul A. Constable; Mohammed A. Al-masni; Andreas Maier
Source: check_circle
Crossref
grade
Preferred source (of 2)‎

Gait Impairment Analysis Using Silhouette Sinogram Signals and Assisted Knowledge Learning

Bioengineering
2024-05-10 | Journal article
DOI: 10.3390/bioengineering11050477
Contributors: Mohammed A. Al-masni; Eman N. Marzban; Abobakr Khalil Al-Shamiri; Mugahed A. Al-antari; Maali Ibrahim Alabdulhafith; Noha F. Mahmoud; Nagwan Abdel Samee; Yasser M. Kadah
Source: check_circle
Crossref
grade
Preferred source (of 2)‎

A refactoring categorization model for software quality improvement

PLOS ONE
2023-11-02 | Journal article
DOI: 10.1371/journal.pone.0293742
Contributors: Abdullah Almogahed; Agnieszka Konys; Hairulnizam Mahdin; Mazni Omar; Nur Haryani Zakaria; Yeong Hyeon Gu; Mohammed A. Al-masni; Yazid Saif
Source: check_circle
Crossref

A single stage knowledge distillation network for brain tumor segmentation on limited MR image modalities

Computer Methods and Programs in Biomedicine
2023-10 | Journal article
DOI: 10.1016/j.cmpb.2023.107644
Part of ISSN: 0169-2607
Contributors: Yoonseok Choi; Mohammed A. Al-masni; Kyu-Jin Jung; Roh-Eul Yoo; Seong-Yeong Lee; Dong-Hyun Kim
Source: Self-asserted source
MOHAMMED AL-MASNI

Advancements in Roundness Measurement Parts for Industrial Automation Using Internet of Things Architecture-Based Computer Vision and Image Processing Techniques

Applied Sciences
2023-10 | Journal article | Author
DOI: 10.3390/app132011419
Contributors: Yazid Saif; Anika Zafiah M. Rus; Yusri Yusof; Maznah Lliyas Ahmed; Sami Al-Alimi; Djamal Didane; Anbia Adam; Yeong Hyeon Gu; MOHAMMED AL-MASNI; Hakim Abdulrab
Source: check_circle
Multidisciplinary Digital Publishing Institute
grade
Preferred source (of 2)‎

Data‐driven electrical conductivity brain imaging using 3 T MRI

Human Brain Mapping
2023-10-15 | Journal article
DOI: 10.1002/hbm.26421
Contributors: Kyu‐Jin Jung; Stefano Mandija; Chuanjiang Cui; Jun‐Hyeong Kim; Mohammed A. Al‐masni; Thierry G. Meerbothe; Mina Park; Cornelis A. T. van den Berg; Dong‐Hyun Kim
Source: check_circle
Crossref

Augmented Reality Surgical Navigation System Integrated with Deep Learning

Bioengineering
2023-05 | Journal article | Author
DOI: 10.3390/bioengineering10050617
Contributors: Shin-Yan Chiou; Li-Sheng Liu; Chia-Wei Lee; Dong-Hyun Kim; MOHAMMED AL-MASNI; Hao-Li Liu; Kuochen Wei; Jiun-Lin Yan; Pin-Yuan Chen
Source: check_circle
Multidisciplinary Digital Publishing Institute
grade
Preferred source (of 2)‎

A knowledge interaction learning for multi-echo MRI motion artifact correction towards better enhancement of SWI

Computers in Biology and Medicine
2023-02 | Journal article | Author
DOI: 10.1016/j.compbiomed.2023.106553
Part of ISSN: 0010-4825
Contributors: MOHAMMED AL-MASNI; Seul LEE; Abobakr Khalil Al-Shamiri; Sung-Min Gho; Young Hun Choi; Dong-Hyun Kim
Source: Self-asserted source
MOHAMMED AL-MASNI
grade
Preferred source (of 2)‎

1D-DCGAN for Oversampling Minority Mitotic Patterns in HEp-2 Cell Images

LifeTech 2022 - 2022 IEEE 4th Global Conference on Life Sciences and Technologies
2022 | Conference paper
DOI: 10.1109/LifeTech53646.2022.9754940
EID:

2-s2.0-85129188810
Contributors: Anaam, A.; Al-Masni, M.A.; Gofuku, A.
Source: Self-asserted source
MOHAMMED AL-MASNI via Scopus - Elsevier

3D CMM-Net with Deeper Encoder for Semantic Segmentation of Brain Tumors in BraTS2021 Challenge

Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)
2022 | Book
DOI: 10.1007/978-3-031-08999-2_28
EID:

2-s2.0-85135050566

Part of ISSN: 16113349 03029743
Contributors: Choi, Y.; Al-masni, M.A.; Kim, D.-H.
Source: Self-asserted source
MOHAMMED AL-MASNI via Scopus - Elsevier

A single-stage detector of cerebral microbleeds using 3D feature fused region proposal network (FFRP-Net)

Proceeding - IEEE International Conference on Artificial Intelligence Circuits and Systems, AICAS 2022
2022 | Conference paper
DOI: 10.1109/AICAS54282.2022.9869855
EID:

2-s2.0-85139079440
Contributors: Kim, J.-H.; Al-Masni, M.A.; Lee, H.-J.; Choi, Y.-S.; Kim, D.-H.
Source: Self-asserted source
MOHAMMED AL-MASNI via Scopus - Elsevier
grade
Preferred source (of 2)‎

Cerebral Microbleeds Detection Using a 3D Feature Fused Region Proposal Network with Hard Sample Prototype Learning

Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)
2022 | Book
DOI: 10.1007/978-3-031-16431-6_43
EID:

2-s2.0-85138834311

Part of ISSN: 16113349 03029743
Contributors: Kim, J.-H.; Al-masni, M.A.; Lee, S.; Lee, H.; Kim, D.-H.
Source: Self-asserted source
MOHAMMED AL-MASNI via Scopus - Elsevier
grade
Preferred source (of 3)‎

A Hybrid Workflow of Residual Convolutional Transformer Encoder for Breast Cancer Classification Using Digital X-ray Mammograms

Biomedicines
2022-11 | Journal article | Author
DOI: 10.3390/biomedicines10112971
Contributors: Riyadh Al-Tam; Aymen M. Al-Hejri; Sachin Narangale; Nagwan Abdel Samee; Noha F. Mahmoud; MOHAMMED AL-MASNI; Mugahed A. Al-antari
Source: check_circle
Multidisciplinary Digital Publishing Institute
grade
Preferred source (of 2)‎

Stacked U-Nets with self-assisted priors towards robust correction of rigid motion artifact in brain MRI

NeuroImage
2022-10 | Journal article
DOI: 10.1016/j.neuroimage.2022.119411
Part of ISSN: 1053-8119
Source: Self-asserted source
MOHAMMED AL-MASNI
grade
Preferred source (of 3)‎

Detection of Cerebral Microbleeds in MR Images Using a Single-Stage Triplanar Ensemble Detection Network (TPE-Det)

Journal of Magnetic Resonance Imaging
2022-10-26 | Journal article | Author
DOI: 10.1002/jmri.28487
Part of ISSN: 1053-1807
Part of ISSN: 1522-2586
Contributors: Haejoon Lee; Jun‐Ho Kim; Seul Lee; Kyu‐Jin Jung; Woo‐Ram Kim; Young Noh; Eung Yeop Kim; Koung Mi Kang; Chul‐Ho Sohn; Dong Young Lee et al.
Source: Self-asserted source
MOHAMMED AL-MASNI
grade
Preferred source (of 2)‎

Stacked U-Nets with Self-Assisted Priors towards Robust Correction of Rigid Motion Artifact in Brain MRI

arXiv
2021 | Other
EID:

2-s2.0-85119647679

Part of ISSN: 23318422
Contributors: Al-Masni, M.A.; Lee, S.; Yi, J.; Kim, S.; Gho, S.-M.; Choi, Y.H.; Kim, D.-H.
Source: Self-asserted source
MOHAMMED AL-MASNI via Scopus - Elsevier

CMM-Net: Contextual multi-scale multi-level network for efficient biomedical image segmentation

Scientific Reports
2021-05-13 | Journal article
DOI: 10.1038/s41598-021-89686-3
Part of ISSN: 2045-2322
Source: Self-asserted source
MOHAMMED AL-MASNI
grade
Preferred source (of 3)‎

3D Multi-Scale Residual Network Toward Lacunar Infarcts Identification From MR Images With Minimal User Intervention

IEEE Access
2021-01-13 | Journal article
DOI: 10.1109/access.2021.3051274
Part of ISSN: 2169-3536
Source: Self-asserted source
MOHAMMED AL-MASNI
grade
Preferred source (of 4)‎

Deep Learning Computer-Aided Diagnosis for Breast Lesion in Digital Mammogram

Advances in Experimental Medicine and Biology
2020 | Book chapter
DOI: 10.1007/978-3-030-33128-3_4
EID:

2-s2.0-85079110029

Part of ISSN: 22148019 00652598
Contributors: Al-antari, M.A.; Al-masni, M.A.; Kim, T.-S.
Source: Self-asserted source
MOHAMMED AL-MASNI via Scopus - Elsevier
grade
Preferred source (of 2)‎

Multiple skin lesions diagnostics via integrated deep convolutional networks for segmentation and classification

Computer Methods and Programs in Biomedicine
2020 | Journal article
DOI: 10.1016/j.cmpb.2020.105351
EID:

2-s2.0-85078780551
Contributors: Al-masni, M.A.; Kim, D.-H.; Kim, T.-S.
Source: Self-asserted source
MOHAMMED AL-MASNI via Scopus - Elsevier
grade
Preferred source (of 2)‎

Automated detection of cerebral microbleeds in MR images: A two-stage deep learning approach

NeuroImage: Clinical
2020-10 | Journal article
DOI: 10.1016/j.nicl.2020.102464
Part of ISSN: 2213-1582
Source: Self-asserted source
MOHAMMED AL-MASNI
grade
Preferred source (of 3)‎

A Two Cascaded Network Integrating Regional-based YOLO and 3D-CNN for Cerebral Microbleeds Detection

2020 42nd Annual International Conference of the IEEE Engineering in Medicine & Biology Society (EMBC)
2020-07 | Conference paper
DOI: 10.1109/embc44109.2020.9176073
ISBN: 9781728119908
Source: Self-asserted source
MOHAMMED AL-MASNI
grade
Preferred source (of 3)‎

Stenosis Detection From Time-of-Flight Magnetic Resonance Angiography via Deep Learning 3D Squeeze and Excitation Residual Networks

IEEE Access
2020-03-02 | Journal article
DOI: 10.1109/access.2020.2977669
Part of ISSN: 2169-3536
Source: Self-asserted source
MOHAMMED AL-MASNI
grade
Preferred source (of 3)‎

A Deep Learning Model Integrating FrCN and Residual Convolutional Networks for Skin Lesion Segmentation and Classification

Proceedings of 2019 IEEE Eurasia Conference on Biomedical Engineering, Healthcare and Sustainability, ECBIOS 2019
2019 | Conference paper
DOI: 10.1109/ECBIOS.2019.8807441
EID:

2-s2.0-85072025836
Contributors: Al-Masni, M.A.; Al-Antari, M.A.; Park, H.M.; Park, N.H.; Kim, T.-S.
Source: Self-asserted source
MOHAMMED AL-MASNI via Scopus - Elsevier
grade
Preferred source (of 2)‎

A fully integrated computer-aided diagnosis system for digital X-ray mammograms via deep learning detection, segmentation, and classification

International Journal of Medical Informatics
2018 | Journal article
DOI: 10.1016/j.ijmedinf.2018.06.003
EID:

2-s2.0-85048868160
Contributors: Al-antari, M.A.; Al-masni, M.A.; Choi, M.-T.; Han, S.-M.; Kim, T.-S.
Source: Self-asserted source
MOHAMMED AL-MASNI via Scopus - Elsevier
grade
Preferred source (of 3)‎

A single depth sensor based human activity recognition via convolutional neural network

IFMBE Proceedings
2018 | Conference paper
DOI: 10.1007/978-981-10-4361-1_92
EID:

2-s2.0-85030873681
Contributors: Park, J.H.; Park, S.U.; Zia Uddin, M.; Al-Antari, M.A.; Al-Masni, M.A.; Kim, T.-S.
Source: Self-asserted source
MOHAMMED AL-MASNI via Scopus - Elsevier

An Automatic Computer-Aided Diagnosis System for Breast Cancer in Digital Mammograms via Deep Belief Network

Journal of Medical and Biological Engineering
2018 | Journal article
DOI: 10.1007/s40846-017-0321-6
EID:

2-s2.0-85041393664
Contributors: Al-antari, M.A.; Al-masni, M.A.; Park, S.-U.; Park, J.H.; Metwally, M.K.; Kadah, Y.M.; Han, S.-M.; Kim, T.-S.
Source: Self-asserted source
MOHAMMED AL-MASNI via Scopus - Elsevier
grade
Preferred source (of 3)‎

Femur segmentation in DXA imaging using a machine learning decision tree

Journal of X-Ray Science and Technology
2018 | Journal article
DOI: 10.3233/XST-180399
EID:

2-s2.0-85053890848
Contributors: Hussain, D.; Al-Antari, M.A.; Al-Masni, M.A.; Han, S.-M.; Kim, T.-S.
Source: Self-asserted source
MOHAMMED AL-MASNI via Scopus - Elsevier
grade
Preferred source (of 3)‎

Simultaneous detection and classification of breast masses in digital mammograms via a deep learning YOLO-based CAD system

Computer Methods and Programs in Biomedicine
2018 | Journal article
DOI: 10.1016/j.cmpb.2018.01.017
EID:

2-s2.0-85041410686
Contributors: Al-masni, M.A.; Al-antari, M.A.; Park, J.-M.; Gi, G.; Kim, T.-Y.; Rivera, P.; Valarezo, E.; Choi, M.-T.; Han, S.-M.; Kim, T.-S.
Source: Self-asserted source
MOHAMMED AL-MASNI via Scopus - Elsevier
grade
Preferred source (of 3)‎

Skin lesion segmentation in dermoscopy images via deep full resolution convolutional networks

Computer Methods and Programs in Biomedicine
2018 | Journal article
DOI: 10.1016/j.cmpb.2018.05.027
EID:

2-s2.0-85047600387
Contributors: Al-masni, M.A.; Al-antari, M.A.; Choi, M.-T.; Han, S.-M.; Kim, T.-S.
Source: Self-asserted source
MOHAMMED AL-MASNI via Scopus - Elsevier
grade
Preferred source (of 3)‎

Taxonomy metagenomic analysis for microbial sequences in three domains system via machine learning approaches

Informatics in Medicine Unlocked
2018 | Journal article
DOI: 10.1016/j.imu.2018.05.004
EID:

2-s2.0-85047644814
Contributors: Afify, H.M.; Al-Masni, M.A.
Source: Self-asserted source
MOHAMMED AL-MASNI via Scopus - Elsevier
grade
Preferred source (of 2)‎

Denoising images of dual energy X-ray absorptiometry using non-local means filters

2018-05-25 | Journal article
DOI: 10.3233/XST-17341
Source: Self-asserted source
MOHAMMED AL-MASNI
grade
Preferred source (of 3)‎

A rapid algebraic 3D volume image reconstruction technique for cone beam computed tomography

Biocybernetics and Biomedical Engineering
2017 | Journal article
DOI: 10.1016/j.bbe.2017.07.001
EID:

2-s2.0-85027527805
Contributors: Al-masni, M.A.; Al-antari, M.A.; Metwally, M.K.; Kadah, Y.M.; Han, S.-M.; Kim, T.-S.
Source: Self-asserted source
MOHAMMED AL-MASNI via Scopus - Elsevier
grade
Preferred source (of 3)‎

Non-local means filter denoising for DEXA images

Proceedings of the Annual International Conference of the IEEE Engineering in Medicine and Biology Society, EMBS
2017 | Conference paper
DOI: 10.1109/EMBC.2017.8036889
EID:

2-s2.0-85032231073
Contributors: Al-Antari, M.A.; Al-Masni, M.A.; Metwally, M.; Hussain, D.; Valarezo, E.; Rivera, P.; Gi, G.; Park, J.M.; Kim, T.Y.; Park, S.-J. et al.
Source: Self-asserted source
MOHAMMED AL-MASNI via Scopus - Elsevier
grade
Preferred source (of 6)‎

A Depth Camera-based Human Activity Recognition via Deep Learning Recurrent Neural Network for Health and Social Care Services

Procedia Computer Science
2016 | Conference paper
DOI: 10.1016/j.procs.2016.09.126
EID:

2-s2.0-85006868319
Contributors: Park, S.U.; Park, J.H.; Al-Masni, M.A.; Al-Antari, M.A.; Uddin, M.Z.; Kim, T.-S.
Source: Self-asserted source
MOHAMMED AL-MASNI via Scopus - Elsevier
grade
Preferred source (of 2)‎

Peer review (32 reviews for 18 publications/grants)

Review activity for BMJ open. (2)
Review activity for CAAI transactions on intelligence technology. (1)
Review activity for Computers in biology and medicine. (1)
Review activity for Concurrency and computation. (1)
Review activity for Engineering applications of artificial intelligence. (1)
Review activity for ETRI journal. (2)
Review activity for European radiology. (2)
Review activity for Expert systems with applications. (1)
Review activity for IEEE access : (4)
Review activity for IEEE journal of biomedical and health informatics. (5)
Review activity for IEEE reviews in biomedical engineering. (2)
Review activity for IEEE transactions on image processing : (1)
Review activity for IEEE transactions on medical imaging. (3)
Review activity for IET image processing / (2)
Review activity for International journal of distributed sensor networks. (1)
Review activity for International journal of imaging systems and technology. (1)
Review activity for International journal of medical physics, clinical engineering and radiation oncology (1)
Review activity for NeuroImage. (1)
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