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IEEE Transactions on Medical Imaging, ISSN 0278-0062, 07/2017, Volume 36, Issue 7, pp. 1457 - 1469
Journal Article
Computers and Electrical Engineering, ISSN 0045-7906, 09/2019, Volume 78, pp. 388 - 399
Journal Article
Medical Physics, ISSN 0094-2405, 10/2018, Volume 45, Issue 10, pp. 4763 - 4774
Background Accurate prediction of radiation toxicity of healthy organs‐at‐risks (OARs) critically determines the radiation therapy (RT) success. The existing... 
liver cancer | convolutional neural networks | toxicity prediction | SBRT | HEAD | HEPATOCELLULAR-CARCINOMA | METASTASES | BODY RADIATION-THERAPY | RADIOTHERAPY | RADIOLOGY, NUCLEAR MEDICINE & MEDICAL IMAGING | Convolutional neural networks
Journal Article
Computerized Medical Imaging and Graphics, ISSN 0895-6111, 2016, Volume 49, pp. 16 - 28
Journal Article
Information Sciences, ISSN 0020-0255, 11/2018, Volume 468, pp. 142 - 154
Super resolution reconstruction can be used to recover a high resolution image from a low resolution image and is particularly beneficial for clinically... 
Medical image | Deconvolution | PReLU | Convolution neural network | Super resolution | SUPERRESOLUTION | COMPUTER SCIENCE, INFORMATION SYSTEMS | BEAM COMPUTED-TOMOGRAPHY | QUALITY ASSESSMENT | Algorithms | Neural networks | Analysis | Medical imaging equipment
Journal Article
IEEE Transactions on Automation Science and Engineering, ISSN 1545-5955, 2019, pp. 1 - 10
Journal Article
Physics in Medicine and Biology, ISSN 0031-9155, 05/2018, Volume 63, Issue 9, p. 095017
Segmentation of liver in abdominal computed tomography (CT) is an important step for radiation therapy planning of hepatocellular carcinoma. Practically, a... 
liver segmentation | deep learning | saliency map | superpixel | convolutional neural network | ENGINEERING, BIOMEDICAL | RADIOLOGY, NUCLEAR MEDICINE & MEDICAL IMAGING | OF-THE-ART
Journal Article
2019 IEEE 16th International Symposium on Biomedical Imaging (ISBI 2019), 04/2019, pp. 1216 - 1219
Diagnosis of lung pathologies from CXRs is one of the main tasks in modern image-based diagnosis. Automation of lung pathology diagnosis is greatly facilitated... 
Training | Deep learning | pathology prediction | Pathology | data augmentation | Lung | X-rays | Lungs X-ray | convolutional neural networks | Task analysis | Biomedical imaging
Conference Proceeding
Medical Physics, ISSN 0094-2405, 02/2019, Volume 46, Issue 2, pp. 756 - 765
Purpose Prostate cancer classification has a significant impact on the prognosis and treatment planning of patients. Currently, this classification is based on... 
Gleason score | prostate cancer classification | image similarity constraint | Multiparametric magnetic resonance transfer learning (MPTL) | SURVIVAL | DIAGNOSIS | IMAGES | RADIOLOGY, NUCLEAR MEDICINE & MEDICAL IMAGING | COMPUTER-AIDED DETECTION | FEATURES
Journal Article
Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics), ISSN 0302-9743, 2018, Volume 11071, pp. 620 - 628
Conference Proceeding
Journal Article