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 · 7K citations · Full text

Novel Transfer Learning Approach for Medical Imaging with Limited Labeled Data

Laith Alzubaidi, Muthana Al‐Amidie, Ahmed Al‐Asadi et al. · Cancers · 2021 · 267 citations · Full text

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 · 236 citations · Full text

Few-shot Learning, Convolutional Neural Network, Engineering +21

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 · 196 citations

Dermoscopic Image, Convolutional Neural Network, Image Classification +7

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 · 178 citations · Full text

Convolutional Neural Network, Engineering, Machine Learning +26