Deep learning-based covert brain infarct detection from multiple MRI sequences

[1]  Indira C. Turney,et al.  Brain Aging Among Racially and Ethnically Diverse Middle-Aged and Older Adults. , 2022, JAMA neurology.

[2]  Liangliang Liu,et al.  A spatiotemporal correlation deep learning network for brain penumbra disease , 2022, Neurocomputing.

[3]  Kurt Debattista,et al.  Semi-Supervised Unpaired Medical Image Segmentation Through Task-Affinity Consistency , 2022, IEEE Transactions on Medical Imaging.

[4]  F. Barkhof,et al.  A deep learning algorithm for white matter hyperintensity lesion detection and segmentation , 2021, Neuroradiology.

[5]  Nadia Kanwal,et al.  A Survey of Modern Deep Learning based Object Detection Models , 2021, Digit. Signal Process..

[6]  J. Zwanenburg,et al.  An anomaly detection approach to identify chronic brain infarcts on MRI , 2021, Scientific Reports.

[7]  Hao Chen,et al.  Brain tumor segmentation with deep convolutional symmetric neural network , 2020, Neurocomputing.

[8]  Xiaofeng Zhu,et al.  Deep convolutional neural network for accurate segmentation and quantification of white matter hyperintensities , 2020, Neurocomputing.

[9]  Kurt Keutzer,et al.  An End-to-End Visual-Audio Attention Network for Emotion Recognition in User-Generated Videos , 2020, AAAI.

[10]  Yifan Yu,et al.  CheXpert: A Large Chest Radiograph Dataset with Uncertainty Labels and Expert Comparison , 2019, AAAI.

[11]  Hayit Greenspan,et al.  An Adversarial Learning Approach to Medical Image Synthesis for Lesion Detection , 2018, IEEE Journal of Biomedical and Health Informatics.

[12]  Mert R. Sabuncu,et al.  VoxelMorph: A Learning Framework for Deformable Medical Image Registration , 2018, IEEE Transactions on Medical Imaging.

[13]  Matti Pietikäinen,et al.  Deep Learning for Generic Object Detection: A Survey , 2018, International Journal of Computer Vision.

[14]  Xindong Wu,et al.  Object Detection With Deep Learning: A Review , 2018, IEEE Transactions on Neural Networks and Learning Systems.

[15]  J. Pluim,et al.  Evaluation of a deep learning approach for the segmentation of brain tissues and white matter hyperintensities of presumed vascular origin in MRI , 2017, NeuroImage: Clinical.

[16]  Daniel Rueckert,et al.  Brain lesion segmentation through image synthesis and outlier detection , 2017, NeuroImage: Clinical.

[17]  Kaiming He,et al.  Focal Loss for Dense Object Detection , 2017, 2017 IEEE International Conference on Computer Vision (ICCV).

[18]  Syed Muhammad Anwar,et al.  Segmentation of Glioma Tumors in Brain Using Deep Convolutional Neural Network , 2017, Neurocomputing.

[19]  Ganapathy Krishnamurthi,et al.  Generative adversarial networks for brain lesion detection , 2017, Medical Imaging.

[20]  Farshad Tajeripour,et al.  Detection of brain tumor in 3D MRI images using local binary patterns and histogram orientation gradient , 2017, Neurocomputing.

[21]  Lawrence H. Schwartz,et al.  A Response Assessment Platform for Development and Validation of Imaging Biomarkers in Oncology , 2016, Tomography.

[22]  Yuning Jiang,et al.  UnitBox: An Advanced Object Detection Network , 2016, ACM Multimedia.

[23]  J. Staals,et al.  Accumulation of MRI Markers of Cerebral Small Vessel Disease is Associated with Decreased Cognitive Function. A Study in First-Ever Lacunar Stroke and Hypertensive Patients , 2013, Front. Aging Neurosci..

[24]  Michael Brady,et al.  MRF-Based Deformable Registration and Ventilation Estimation of Lung CT , 2013, IEEE Transactions on Medical Imaging.

[25]  S. Greenberg,et al.  Silent ischemic infarcts are associated with hemorrhage burden in cerebral amyloid angiopathy , 2009, Neurology.

[26]  Yaakov Stern,et al.  Frequency and course of mild cognitive impairment in a multiethnic community , 2008, Annals of neurology.

[27]  A. Hofman,et al.  Silent brain infarcts and the risk of dementia and cognitive decline. , 2003, The New England journal of medicine.