Mohsen Ghafoorian

发表

A survey on deep learning in medical image analysis

Bram van Ginneken, Geert J. S. Litjens, Clara I. Sánchez, 2017, Medical Image Anal..

CONVOLUITIONAL NEURAL NETWORKS FOR MS LESION SEGMENTATION , METHOD DESCRIPTION OF DIAG TEAM

Mohsen Ghafoorian, Mohsen Ghafoorian, 2015 .

Progression of White Matter Hyperintensities Preceded by Heterogeneous Decline of Microstructural Integrity

D. Norris, B. Platel, I. V. van Uden, 2018, Stroke.

Memory decline in elderly with cerebral small vessel disease explained by temporal interactions between white matter hyperintensities and hippocampal atrophy

D. Norris, B. Platel, I. V. van Uden, 2018, Hippocampus.

Nonlinear temporal dynamics of cerebral small vessel disease

D. Norris, B. Platel, I. V. van Uden, 2017, Neurology.

White Matter Hyperintensities Are No Major Confounder for Alzheimer’s Disease Cerebrospinal Fluid Biomarkers

Linda J. C. van Waalwijk van Doorn, G. Frisoni, H. Soininen, 2020, Journal of Alzheimer's disease : JAD.

Automated detection of white matter hyperintensities of all sizes in cerebral small vessel disease.

Nico Karssemeijer, Tom Heskes, Elena Marchiori, 2016, Medical physics.

The role of small diffusion-weighted imaging lesions in cerebral small vessel disease

D. Norris, B. Platel, F. de Leeuw, 2019, Neurology.

Brain atrophy and strategic lesion location increases risk of parkinsonism in cerebral small vessel disease.

D. Norris, B. Platel, E. V. van Dijk, 2019, Parkinsonism & related disorders.

White matter changes and gait decline in cerebral small vessel disease

D. Norris, B. Platel, K. D. de Laat, 2017, NeuroImage: Clinical.

Risk of Nursing Home Admission in Cerebral Small Vessel Disease: Association With Lower Brain and White Matter Volumes

D. Norris, B. Platel, E. V. van Dijk, 2018, Stroke.

Accelerated development of cerebral small vessel disease in young stroke patients

B. Platel, I. V. van Uden, E. V. van Dijk, 2016, Neurology.

Finding hyperintensities in the brain using unsupervised feature learning

Mohsen Ghafoorian, 2015 .

Multi-Task Edge Prediction in Temporally-Dynamic Video Graphs

Mohsen Ghafoorian, P. Mettes, Vasileios Belagiannis, 2022, BMVC.

Evaluating White Matter Lesion Segmentations with Refined Sørensen-Dice Analysis

Peter A. Calabresi, Snehashis Roy, Aaron Carass, 2020, Scientific Reports.

Automated detection of cerebral microbleeds in patients with Traumatic Brain Injury

B. M. ter Haar Romeny, M. Ghafoorian, T. Tan, 2016, NeuroImage: Clinical.

Computer aided detection of brain micro-bleeds in traumatic brain injury

Bart M. ter Haar Romeny, Bram Platel, Mohsen Ghafoorian, 2015, Medical Imaging.

Transfer Learning for Domain Adaptation in MRI: Application in Brain Lesion Segmentation pdf

Nico Karssemeijer, Elena Marchiori, Purang Abolmaesumi, 2017, MICCAI.

3D Convolutional Neural Networks Image Registration Based on Efficient Supervised Learning from Artificial Deformations pdf

Marius Staring, Sahar Yousefi, Hessam Sokooti, 2019, ArXiv.

Automatic Needle Segmentation and Localization in MRI With 3-D Convolutional Neural Networks: Application to MRI-Targeted Prostate Biopsy

Kemal Tuncali, Purang Abolmaesumi, Ron Kikinis, 2019, IEEE Transactions on Medical Imaging.

Deep multi-scale location-aware 3D convolutional neural networks for automated detection of lacunes of presumed vascular origin

Nico Karssemeijer, Elena Marchiori, Tom Heskes, 2016, NeuroImage: Clinical.

Standardized Assessment of Automatic Segmentation of White Matter Hyperintensities and Results of the WMH Segmentation Challenge

Simon Andermatt, Simon Pezold, Sang Hyun Park, 2019, IEEE Transactions on Medical Imaging.

Cognitive consequences of regression of cerebral small vessel disease

D. Norris, B. Platel, I. V. van Uden, 2019, European stroke journal.

Student beats the teacher: deep neural networks for lateral ventricles segmentation in brain MR

Nico Karssemeijer, Bram van Ginneken, Bram Platel, 2018, Medical Imaging.

Machine Learning for Quantification of Small Vessel Disease Imaging Biomarkers

M. Ghafoorian, Mohsen Ghafoorian, 2018 .

Location Sensitive Deep Convolutional Neural Networks for Segmentation of White Matter Hyperintensities

Elena Marchiori, Tom Heskes, Bram van Ginneken, 2016, Scientific Reports.

Non-uniform patch sampling with deep convolutional neural networks for white matter hyperintensity segmentation

Nico Karssemeijer, Elena Marchiori, Tom Heskes, 2016, 2016 IEEE 13th International Symposium on Biomedical Imaging (ISBI).

Small white matter lesion detection in cerebral small vessel disease

Nico Karssemeijer, Elena Marchiori, Tom Heskes, 2015, Medical Imaging.

Evaluating White Matter Lesion Segmentations with Refined Sørensen-Dice Analysis

William R. Gray Roncal, Jerry L Prince, Jacob C. Reinhold, 2020, Scientific Reports.

EL-GAN: Embedding Loss Driven Generative Adversarial Networks for Lane Detection pdf

Mohsen Ghafoorian, Cedric Nugteren, Nóra Baka, 2018, ECCV Workshops.

Find it if you can: end-to-end adversarial erasing for weakly-supervised semantic segmentation pdf

Michael Hofmann, Tom F. H. Runia, Mohsen Ghafoorian, 2020, International Conference on Digital Image Processing.

Cerebral microbleed detection in traumatic brain injury patients using 3D convolutional neural networks

Mohsen Ghafoorian, Rashindra Manniesing, S. Kern, 2018, Medical Imaging.

A single-layer network unsupervised feature learning method for white matter hyperintensity segmentation

Tom Heskes, Bram Platel, Mohsen Ghafoorian, 2016, SPIE Medical Imaging.

Classification of clinical significance of MRI prostate findings using 3D convolutional neural networks

Purang Abolmaesumi, William M. Wells, Parvin Mousavi, 2017, Medical Imaging.

Gambling Adversarial Nets for Hard Sample Mining and Structured Prediction: Application in Ultrasound Thyroid Nodule Segmentation

Masoumeh Bakhtiariziabari, Mohsen Ghafoorian, Mohsen Ghafoorian, 2020, MLMI@MICCAI.

PVP: Personalized Video Prior for Editable Dynamic Portraits using StyleGAN

R. Ramamoorthi, Gerhard Reitmayr, M. Sarkis, 2023, Computer Graphics Forum.

Automated detection of cerebral microbleeds in patients with Traumatic Brain Injury

B. M. ter Haar Romeny, B. Platel, T.L. van den Heuvel, 2016, NeuroImage: Clinical.

A survey on deep learning in medical image analysis

G. Litjens, B. Ginneken, Thijs Kooi, 2017, Medical Image Anal..

Standardized Assessment of Automatic Segmentation of White Matter Hyperintensities and Results of the WMH Segmentation Challenge

Sang Hyun Park, W. M. van der Flier, Matt Berseth, 2019, IEEE Transactions on Medical Imaging.

Standardized Assessment of Automatic Segmentation of White Matter Hyperintensities; Results of the WMH Segmentation Challenge

Sang Hyun Park, Matt Berseth, S. Ourselin, 2019 .

Memory decline in elderly with cerebral small vessel disease explained by temporal interactions between white matter hyperintensities and hippocampal atrophy

D. Norris, B. Platel, I. V. van Uden, 2018, Hippocampus.