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Medical Physics, ISSN 0094-2405, 08/2019, Volume 46, Issue 8, pp. 3462 - 3474
Purpose Four‐dimensional (4D) CT imaging is a central part of current treatment planning workflows in 4D radiotherapy (RT). However, clinical 4D CT image data... 
motion artifacts | radiotherapy | 4D CT | RECONSTRUCTION | ACQUISITION | GUIDANCE | 4D-CT | IMPACT | MOTION | IMAGES | STEREOTACTIC BODY RADIOTHERAPY | ARTIFACTS | OPTIMIZATION | RADIOLOGY, NUCLEAR MEDICINE & MEDICAL IMAGING | Four-Dimensional Computed Tomography - methods | Respiratory-Gated Imaging Techniques
Journal Article
IEEE transactions on biomedical engineering, ISSN 1558-2531, 2020, Volume 67, Issue 2, pp. 495 - 503
Objective: This paper addresses two key problems of skin lesion classification. The first problem is the effective use of high-resolution images with... 
deep learning | Image resolution | Sensitivity | Computer architecture | Skin lesion classification | attention | Skin | Lesions | Medical diagnostic imaging | dermoscopy | CONVOLUTIONAL NEURAL-NETWORKS | ENGINEERING, BIOMEDICAL | ABCD RULE | CANCER | DERMATOSCOPY | Computer Science - Computer Vision and Pattern Recognition
Journal Article
Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics), ISSN 0302-9743, 2019, Volume 11383, pp. 335 - 342
Conference Proceeding
Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics), ISSN 0302-9743, 2018, Volume 11070, pp. 765 - 773
Conference Proceeding
Medical physics (Lancaster), ISSN 0094-2405, 03/2020
Four-dimensional (4D) computed tomography (CT) imaging is an essential part of current 4D radiotherapy treatment planning workflows, but clinical 4D CT images... 
Journal Article
Radiotherapy and Oncology, ISSN 0167-8140, 07/2020, Volume 148, pp. 229 - 234
•First study that correlates 4D CT image quality to clinical outcome.•Retrospective study, based on 62 patients with 102 lung and liver metastases.•4D CT... 
4D CT artifacts | 4D radiotherapy | Local control | Liver | Lung | SBRT
Journal Article
Radiology, ISSN 1527-1315, 2019, Volume 290, Issue 2, pp. 479 - 487
Purpose: To investigate the feasibility of tumor type prediction with MRI radiomic image features of different brain metastases in a multiclass machine... 
SYSTEM | DIAGNOSIS | RADIOLOGY, NUCLEAR MEDICINE & MEDICAL IMAGING
Journal Article
Progress in Biomedical Optics and Imaging - Proceedings of SPIE, ISSN 1605-7422, 2018, Volume 10573
Conference Proceeding
09/2019
Histopathologic diagnosis relies on integration of simultaneous information from a broad range of scales, ranging from nuclear aberrations ($\approx... 
Journal Article
08/2018
In this paper we present the methods of our submission to the ISIC 2018 challenge for skin lesion diagnosis (Task 3). The dataset consists of 10000 images with... 
Computer Science - Computer Vision and Pattern Recognition
Journal Article
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