Brain Tumor Classification Using a Combination of Variational Autoencoders and Generative Adversarial Networks

Applying artificial intelligence to longitudinal imaging analysis of vestibular schwannoma following radiosurgery

(2021) Cheng-chia Lee et al.   Scientific Reports

Reinforcement Learning for Radiotherapy Dose Fractioning Automation

(2021) Grégoire Moreau et al.   Biomedicines

Mass Image Synthesis in Mammogram with Contextual Information Based on GANs

(2021) Tianyu Shen et al.   COMPUTER METHODS AND PROGRAMS IN BIOMEDICINE

CT synthesis from MRI using multi-cycle GAN for head-and-neck radiation therapy

(2021) Yanxia Liu et al.   COMPUTERIZED MEDICAL IMAGING AND GRAPHICS

FA-GAN: Fused attentive generative adversarial networks for MRI image super-resolution

(2021) Mingfeng Jiang et al.   COMPUTERIZED MEDICAL IMAGING AND GRAPHICS

Unsupervised brain tumor segmentation using a symmetric-driven adversarial network

(2021) Xinheng Wu et al.   NEUROCOMPUTING

Prognostic stratification for IDH-wild-type lower-grade astrocytoma by Sanger sequencing and copy-number alteration analysis with MLPA

(2021) Yasuhide Makino et al.   Scientific Reports

Towards Clinical Application of Artificial Intelligence in Ultrasound Imaging

(2021) Masaaki Komatsu et al.   Biomedicines

Clinical value of 3'-deoxy-3'-[18F]fluorothymidine-positron emission tomography for diagnosis, staging and assessing therapy response in lung cancer

(2021) Bandar Alwadani et al.   Insights into Imaging

Comprehensive pharmacogenomics characterization of temozolomide response in gliomas

(2021) Shuangmei Tong et al.   EUROPEAN JOURNAL OF PHARMACOLOGY

Prognostic value of pre-irradiation FET PET in patients with not completely resectable IDH-wildtype glioma and minimal or absent contrast enhancement

(2021) Jurij Rosen et al.   Scientific Reports

Improving Skin Cancer Classification Using Heavy-Tailed Student T-Distribution in Generative Adversarial Networks (TED-GAN)

(2021) Bilal Ahmad et al.   Diagnostics

Simultaneous FET-PET and contrast-enhanced MRI based on hybrid PET/MR improves delineation of tumor spatial biodistribution in gliomas: a biopsy validation study

(2020) Shuangshuang Song et al.   EUROPEAN JOURNAL OF NUCLEAR MEDICINE AND MOLECULAR IMAGING

Classification of Brain Tumors from MRI Images Using a Convolutional Neural Network

(2020) Milica M. Badža et al.   Applied Sciences-Basel

Generative adversarial networks with decoder–encoder output noises

(2020) Guoqiang Zhong et al.   NEURAL NETWORKS

Generative adversarial networks

(2020) Ian Goodfellow et al.   COMMUNICATIONS OF THE ACM

Using Artificial Neural Network to Discriminate Parkinson’s Disease from Other Parkinsonisms by Focusing on Putamen of Dopamine Transporter SPECT Images

(2020) Chung-Yao Chien et al.   Biomedicines

Feature enhancement framework for brain tumor segmentation and classification

(2019) Bilal Tahir et al.   MICROSCOPY RESEARCH AND TECHNIQUE

Meningioma and psychiatric symptoms: An individual patient data analysis

(2019) Shreeya Gyawali et al.   Asian Journal of Psychiatry

Comparison of CT and MRI images for the prediction of soft-tissue sarcoma grading and lung metastasis via a convolutional neural networks model

(2019) L. Zhang et al.   CLINICAL RADIOLOGY

An enhanced deep learning approach for brain cancer MRI images classification using residual networks

(2019) Sarah Ali Abdelaziz Ismael et al.   ARTIFICIAL INTELLIGENCE IN MEDICINE

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

Brain tumor classification based on DWT fusion of MRI sequences using convolutional neural network

(2019) Javaria Amin et al.   PATTERN RECOGNITION LETTERS

Brain Tumors

(2018) J. Ricardo McFaline-Figueroa et al.   AMERICAN JOURNAL OF MEDICINE

Medical Image Synthesis with Deep Convolutional Adversarial Networks

(2018) Dong Nie et al.   IEEE TRANSACTIONS ON BIOMEDICAL ENGINEERING

FET PET reveals considerable spatial differences in tumour burden compared to conventional MRI in newly diagnosed glioblastoma

(2018) Philipp Lohmann et al.   EUROPEAN JOURNAL OF NUCLEAR MEDICINE AND MOLECULAR IMAGING

Radiological Characteristics and Natural History of Adult IDH-Wildtype Astrocytomas with TERT Promoter Mutations

(2018) Cristina Izquierdo et al.   NEUROSURGERY

Multi-grade brain tumor classification using deep CNN with extensive data augmentation

(2018) Muhammad Sajjad et al.   Journal of Computational Science

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

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

Advances in neuro-oncology imaging

(2017) Karl-Josef Langen et al.   Nature Reviews Neurology

Brain Tumor Segmentation Using Convolutional Neural Networks in MRI Images

(2016) Sergio Pereira et al.   IEEE TRANSACTIONS ON MEDICAL IMAGING

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

(2015) Jun Cheng et al.   PLoS One