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

Laith Alzubaidi, Jinglan Zhang, Amjad J. Humaidi, +7

Journal Of Big Data

NTIRE 2017 Challenge on Single Image Super-Resolution: Methods and Results

Radu Timofte, Eirikur Agustsson, Luc Van Gool, +71

Rich DetailsSuper-resolution ImagingMachine VisionImage AnalysisMedical Imaging +12

A survey on deep learning tools dealing with data scarcity: definitions, challenges, solutions, tips, and applications

Laith Alzubaidi, Jinshuai Bai, Aiman Al-Sabaawi, +15

Journal Of Big Data

EngineeringMachine LearningMachine Learning ToolData ScarcityAbstract Data Scarcity +19

PointGrid: A Deep Network for 3D Shape Understanding

Truc Le, Ye Duan

Geometric LearningVolumetric GridConvolutional Neural NetworkEngineeringMachine Learning +17

Novel Transfer Learning Approach for Medical Imaging with Limited Labeled Data

Laith Alzubaidi, Muthana Al‐Amidie, Ahmed Al‐Asadi, +6

Cancers

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

Laith Alzubaidi, Mohammed A. Fadhel, Omran Al-Shamma, +4

Applied Sciences

Few-shot LearningConvolutional Neural NetworkEngineeringMachine LearningDiagnostic Imaging +19

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, +2

Electronics

Convolutional Neural NetworkEngineeringMachine LearningDiagnosisPathology +24

Optimizing the Performance of Breast Cancer Classification by Employing the Same Domain Transfer Learning from Hybrid Deep Convolutional Neural Network Model

Laith Alzubaidi, Omran Al-Shamma, Mohammed A. Fadhel, +3

Electronics

Convolutional Neural NetworkEngineeringMachine LearningImage ClassificationImage Analysis +16

Facial phenotypes in subgroups of prepubertal boys with autism spectrum disorders are correlated with clinical phenotypes

Kristina Aldridge, Ian George, Kimberly K. Cole, +4

Molecular Autism

A multi-view recurrent neural network for 3D mesh segmentation

Truc Le, Giang Bui, Ye Duan

Computers & Graphics

Geometric Modeling3D Computer VisionMachine VisionImage AnalysisEngineering +9