Omran Al-Shamma

Review of deep learning: concepts, CNN architectures, challenges, applications, future directions

Laith Alzubaidi, Jinglan Zhang, Amjad J. Humaidi et al. · Journal Of Big Data · 2021 · 7.6K citations · Full text

Computing, Computer Science, Cybersecurity +9

Novel Transfer Learning Approach for Medical Imaging with Limited Labeled Data

Laith Alzubaidi, Muthana Al‐Amidie, Ahmed Al‐Asadi et al. · Cancers · 2021 · 281 citations · Full text

Computing, Computer Science, Biomedical Imaging +15

Towards a Better Understanding of Transfer Learning for Medical Imaging: A Case Study

Laith Alzubaidi, Mohammed A. Fadhel, Omran Al-Shamma et al. · Applied Sciences · 2020 · 247 citations · Full text

Computing, Biomedical Engineering, Computer Science +15

DFU_QUTNet: diabetic foot ulcer classification using novel deep convolutional neural network

Laith Alzubaidi, Mohammed A. Fadhel, Sameer Razzaq Oleiwi et al. · Multimedia Tools and Applications · 2019 · 211 citations · Full text

Computing, Computer Science, Health Informatics +14

Deep Learning Models for Classification of Red Blood Cells in Microscopy Images to Aid in Sickle Cell Anemia Diagnosis

Laith Alzubaidi, Mohammed A. Fadhel, Omran Al-Shamma et al. · Electronics · 2020 · 188 citations · Full text

Medicine, Hematology, Biomedical Imaging +16