Classification of Brain MRI Tumor Images Based on Deep Learning PGGAN Augmentation

Current Perspective on the Natural Compounds and Drug Delivery Techniques in Glioblastoma Multiforme

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Generative adversarial network‐based super‐resolution of diffusion‐weighted imaging: Application to tumour radiomics in breast cancer

(2020) Ming Fan et al.   NMR IN BIOMEDICINE

COVID-19 identification in chest X-ray images on flat and hierarchical classification scenarios

(2020) Rodolfo M. Pereira et al.   COMPUTER METHODS AND PROGRAMS IN BIOMEDICINE

Deep-Pneumonia Framework Using Deep Learning Models Based on Chest X-Ray Images

(2020) Nada M. Elshennawy et al.   Diagnostics

Nanomaterials for Diagnosis and Treatment of Brain Cancer: Recent Updates

(2020) Mahwash Mukhtar et al.   Chemosensors

Diagnosing growth in low-grade gliomas with and without longitudinal volume measurements: A retrospective observational study

(2019) Hassan M. Fathallah-Shaykh et al.   PLOS MEDICINE

Brain tumor classification using deep CNN features via transfer learning

(2019) S. Deepak et al.   COMPUTERS IN BIOLOGY AND MEDICINE

Liver disease screening based on densely connected deep neural networks

(2019) Zhenjie Yao et al.   NEURAL NETWORKS

Deep neural network with generative adversarial networks pre-training for brain tumor classification based on MR images

(2019) Navid Ghassemi et al.   Biomedical Signal Processing and Control

Evaluation of the confusion matrix method in the validation of an automated system for measuring feeding behaviour of cattle

(2018) Salla Ruuska et al.   BEHAVIOURAL PROCESSES

MRI based medical image analysis: Survey on brain tumor grade classification

(2018) Geethu Mohan et al.   Biomedical Signal Processing and Control

Mass detection in digital breast tomosynthesis data using convolutional neural networks and multiple instance learning

(2018) Mina Yousefi et al.   COMPUTERS IN BIOLOGY AND MEDICINE

Automatic detection and segmentation of brain metastases on multimodal MR images with a deep convolutional neural network

(2018) Odelin Charron et al.   COMPUTERS IN BIOLOGY AND MEDICINE

Classification of Alzheimer’s Disease by Combination of Convolutional and Recurrent Neural Networks Using FDG-PET Images

(2018) Manhua Liu et al.   Frontiers in Neuroinformatics

Combining Convolutional Neural Network With Recursive Neural Network for Blood Cell Image Classification

(2018) Gaobo Liang et al.   IEEE Access

Automatic lung nodule detection using a 3D deep convolutional neural network combined with a multi-scale prediction strategy in chest CTs

(2018) Yu Gu et al.   COMPUTERS IN BIOLOGY AND MEDICINE

An overview of deep learning in medical imaging focusing on MRI

(2018) Alexander Selvikvåg Lundervold et al.   Zeitschrift fur Medizinische Physik

Magnetic resonance imaging-based brain tumor grades classification and grading via convolutional neural networks and genetic algorithms

(2018) Amin Kabir Anaraki et al.   Biocybernetics and Biomedical Engineering

Synthesizing Chest X-Ray Pathology for Training Deep Convolutional Neural Networks

(2018) Hojjat Salehinejad et al.   IEEE TRANSACTIONS ON MEDICAL IMAGING

Ian Goodfellow, Yoshua Bengio, and Aaron Courville: Deep learning

(2017) Jeff Heaton   Genetic Programming and Evolvable Machines

Combining Convolutional and Recurrent Neural Networks for Human Skin Detection

(2017) Haiqiang Zuo et al.   IEEE SIGNAL PROCESSING LETTERS

Deep Learning for Brain MRI Segmentation: State of the Art and Future Directions

(2017) Zeynettin Akkus et al.   JOURNAL OF DIGITAL IMAGING

A survey on deep learning in medical image analysis

(2017) Geert Litjens et al.   MEDICAL IMAGE ANALYSIS

Enhanced Performance of Brain Tumor Classification via Tumor Region Augmentation and Partition

(2015) Jun Cheng et al.   PLoS One

Label Embedding: A Frugal Baseline for Text Recognition

(2014) Jose A. Rodriguez-Serrano et al.   INTERNATIONAL JOURNAL OF COMPUTER VISION

Cancer bioinformatics: A new approach to systems clinical medicine

(2012) Duojiao Wu et al.   BMC BIOINFORMATICS

Role of stereotactic radiosurgery in the management of pituitary adenomas

(2010) Frederic Castinetti et al.   Nature Reviews Endocrinology