Stacked auto-encoder based tagging with deep features for content-based medical image retrieval

A review of deep learning with special emphasis on architectures, applications and recent trends

(2020) Saptarshi Sengupta et al.   KNOWLEDGE-BASED SYSTEMS

A weight perturbation-based regularisation technique for convolutional neural networks and the application in medical imaging

(2020) Amin Khatami et al.   EXPERT SYSTEMS WITH APPLICATIONS

Content-based image retrieval by combining convolutional neural networks and sparse representation

(2019) Amir Sezavar et al.   MULTIMEDIA TOOLS AND APPLICATIONS

Content based medical image retrieval using topic and location model

(2019) P. Shamna et al.   JOURNAL OF BIOMEDICAL INFORMATICS

Universality of deep convolutional neural networks

(2019) Ding-Xuan Zhou   APPLIED AND COMPUTATIONAL HARMONIC ANALYSIS

Saliency Inside: Learning Attentive CNNs for Content-Based Image Retrieval

(2019) Shikui Wei et al.   IEEE TRANSACTIONS ON IMAGE PROCESSING

Convolutional sparse kernel network for unsupervised medical image analysis

(2019) Euijoon Ahn et al.   MEDICAL IMAGE ANALYSIS

Deep cascaded cross-modal correlation learning for fine-grained sketch-based image retrieval

(2019) Yanfei Wang et al.   PATTERN RECOGNITION

Parallel deep solutions for image retrieval from imbalanced medical imaging archives

(2018) Amin Khatami et al.   APPLIED SOFT COMPUTING

Content based image retrieval using deep learning process

(2018) R. Rani Saritha et al.   Cluster Computing-The Journal of Networks Software Tools and Applications

A sequential search-space shrinking using CNN transfer learning and a Radon projection pool for medical image retrieval

(2018) Amin Khatami et al.   EXPERT SYSTEMS WITH APPLICATIONS

Representing Medical Images with Encoded Local Projections

(2018) Hamid Tizhoosh et al.   IEEE TRANSACTIONS ON BIOMEDICAL ENGINEERING

Pairwise based deep ranking hashing for histopathology image classification and retrieval

(2018) Xiaoshuang Shi et al.   PATTERN RECOGNITION

Discriminative Deep Quantization Hashing for Face Image Retrieval

(2018) Jinhui Tang et al.   IEEE Transactions on Neural Networks and Learning Systems

Content-based medical image retrieval by spatial matching of visual words

(2018) P. Shamna et al.   Journal of King Saud University-Computer and Information Sciences

Medical Image Retrieval Using Multi-Texton Assignment

(2017) Qiling Tang et al.   JOURNAL OF DIGITAL IMAGING

Partition selection with sparse autoencoders for content based image classification

(2017) Rik Das et al.   NEURAL COMPUTING & APPLICATIONS

Deep Learning Representation using Autoencoder for 3D Shape Retrieval

(2016) Zhuotun Zhu et al.   NEUROCOMPUTING

Fusing Heterogeneous Features From Stacked Sparse Autoencoder for Histopathological Image Analysis

(2016) Xiaofan Zhang et al.   IEEE Journal of Biomedical and Health Informatics

Towards Large-Scale Histopathological Image Analysis: Hashing-Based Image Retrieval

(2015) Xiaofan Zhang et al.   IEEE TRANSACTIONS ON MEDICAL IMAGING

Efficient image retrieval using advanced SURF and DCD on mobile platform

(2014) Yong-Hwan Lee et al.   MULTIMEDIA TOOLS AND APPLICATIONS

Symbolic representation and classification of medical X-ray images

(2013) Amir Rajaei et al.   Signal Image and Video Processing

Current perspectives in medical image perception

(2010) E. A. Krupinski   Attention Perception & Psychophysics

A Pattern Similarity Scheme for Medical Image Retrieval

(2009) D.K. Iakovidis et al.   IEEE TRANSACTIONS ON INFORMATION TECHNOLOGY IN BIOMEDICINE

Wavelet optimization for content-based image retrieval in medical databases

(2009) G. Quellec et al.   MEDICAL IMAGE ANALYSIS