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Brain MR image simulation for deep learning based medical image analysis networks 期刊论文
发表期刊: COMPUTER METHODS AND PROGRAMS IN BIOMEDICINE. 出版年: 2024, 卷号: 248
作者:  Ayaz, Aymen;  Al Khalil, Yasmina;  Amirrajab, Sina;  Lorenz, Cristian;  Weese, Juergen;  Pluim, Josien;  Breeuwer, Marcel
收藏  |  浏览/下载：20/0  |  提交时间：2024/10/04
Brain MRI simulation  Large synthetic population  Brain MRI segmentation  WM/GM/CSF segmentation  
Enhancement of Medical Images through an Iterative McCann Retinex Algorithm: A Case of Detecting Brain Tumor and Retinal Vessel Segmentation 期刊论文
发表期刊: APPLIED SCIENCES-BASEL. 出版年: 2022, 卷号: 12, 期号: 16
作者:  Almalki, Yassir Edrees;  Jandan, Nisar Ahmed;  Soomro, Toufique Ahmed;  Ali, Ahmed;  Kumar, Pardeep;  Irfan, Muhammad;  Keerio, Muhammad Usman;  Rahman, Saifur;  Alqahtani, Ali;  Alqhtani, Samar M.;  Hakami, Mohammed Awaji M.;  Saeed, Alqahtani S.;  Aldhabaan, Waleed A.;  Khairallah, Abdulrahman Samir
收藏  |  浏览/下载：15/0  |  提交时间：2024/09/20
retinal images  brain MRI  brain tumor detection  retinal vessel segmentation  McCann Retinex algorithm  image enhancement  image contrast  peak signal-to-noise ratio (PSNR)  
3D brain image-based Alzheimer's disease detection techniques using fish swarm optimizer's deep convolution Siamese neural network 期刊论文
发表期刊: EXPERT SYSTEMS. 出版年: 2022
作者:  Sampath, Rajaram;  Baskar, Manickam
收藏  |  浏览/下载：95/0  |  提交时间：2022/03/17
3D MRI brain image  Alzheimer's disease  biomarker features  deep convolution Siamese neural network  feature extraction  fish swarm optimizer  image enhancement  segmentation  
SM-SegNet: A Lightweight Squeeze M-SegNet for Tissue Segmentation in Brain MRI Scans 期刊论文
发表期刊: SENSORS. 出版年: 2022, 卷号: 22, 期号: 14
作者:  Yamanakkanavar, Nagaraj;  Choi, Jae Young;  Lee, Bumshik
收藏  |  浏览/下载：14/0  |  提交时间：2024/09/20
brain MRI  combined-connection  convolutional neural network  fire module  tissue segmentation  
An improved algorithm of white matter hyperintensity detection in elderly adults 期刊论文
发表期刊: NEUROIMAGE-CLINICAL. 出版年: 2020, 卷号: 25
作者:  Ding, T.;  Cohen, A. D.;  O';  Connor, E. E.;  Karim, H. T.;  Crainiceanu, A.;  Muschelli, J.;  Lopez, O.;  Klunk, W. E.;  Aizenstein, H. J.;  Krafty, R.;  Crainiceanu, C. M.;  Tudorascu, D. L.
收藏  |  浏览/下载：14/0  |  提交时间：2020/05/22
Brain  WMH segmentation  Alzheimer's disease  OASIS  MRI  Statistical methods neuroimaging  
Evaluation of the intra- and inter-method agreement of brain MRI segmentation software packages: A comparison between SPM12 and FreeSurfer v6.0 期刊论文
发表期刊: PHYSICA MEDICA-EUROPEAN JOURNAL OF MEDICAL PHYSICS. 出版年: 2019, 卷号: 64, 页码: 261-272
作者:  Palumbo, L.;  Bosco, P.;  Fantacci, M. E.;  Ferrari, E.;  Oliva, P.;  Spera, G.;  Retico, A.
收藏  |  浏览/下载：11/0  |  提交时间：2019/11/29
Brain MRI  Segmentation  Repeatability  Reproducibility  
Brain Region Segmentation using Convolutional Neural Network 会议论文
会议名称: 4th International Conference on Electrical Energy Systems (ICEES). 会议地点: Chennai, INDIA. 会议日期: FEB 07-09, 2018
作者:  Selvathi, D.;  Vanmathi, T.
收藏  |  浏览/下载：18/0  |  提交时间：2019/12/09
Brain region segmentation  skull stripping  MRI  convolutional neural network  
Brain Region Segmentation using Convolutional Neural Network 会议论文
会议名称: 4th International Conference on Electrical Energy Systems (ICEES). 会议地点: Chennai, INDIA. 会议日期: FEB 07-09, 2018
作者:  Selvathi, D.;  Vanmathi, T.
收藏  |  浏览/下载：12/0  |  提交时间：2019/12/09
Brain region segmentation  skull stripping  MRI  convolutional neural network  
Auto-Context Convolutional Neural Network (Auto-Net) for Brain Extraction in Magnetic Resonance Imaging 期刊论文
发表期刊: IEEE TRANSACTIONS ON MEDICAL IMAGING. 出版年: 2017, 卷号: 36, 期号: 11, 页码: 2319-2330
作者:  Salehi, Seyed Sadegh Mohseni;  Erdogmus, Deniz;  Gholipour, Ali
收藏  |  浏览/下载：19/0  |  提交时间：2019/11/29
Brain extraction  whole brain segmentation  MRI  convolutional neural network  CNN  U-net  auto-context  
OASIS is Automated Statistical Inference for Segmentation, with applications to multiple sclerosis lesion segmentation in MRI 期刊论文
发表期刊: NEUROIMAGE-CLINICAL. 出版年: 2013, 卷号: 2, 页码: 402-413
作者:  Sweeney, Elizabeth M.;  Shinohara, Russell T.;  Shiee, Navid;  Mateen, Farrah J.;  Chudgar, Avni A.;  Cuzzocreo, Jennifer L.;  Calabresi, Peter A.;  Pham, Dzung L.;  Reich, Daniel S.;  Crainiceanu, Ciprian M.
收藏  |  浏览/下载：19/0  |  提交时间：2019/11/29
Multiple sclerosis  MRI  Brain  Lesion segmentation  Statistical modeling  Logistic regression