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个人简介
My primary focus is on radiomics and radiogenomics, i.e., making image features computer-accessible, to facilitate content-based retrieval of similar lesions, and prediction of molecular phenotype, response to therapy, and prognosis from imaging features. I have also been involved in developing diagnostic and therapy-planning applications and strategies for the acquisition, visualization, and quantitation of multi-dimensional medical imaging data. Examples are: creation of three-dimensional images of blood vessels using CT, visualization of complex flow within blood vessels using MR, computer-aided detection and characterization of lesions (e.g., colonic polyps, pulmonary nodules) from cross-sectional image data, visualization and automated assessment of 4D ultrasound data, and fusion of images acquired using different modalities (e.g., CT and MR). I have also been involved in developing and evaluating techniques for exploring cross-sectional imaging data from an internal perspective, i.e., virtual endoscopy (including colonoscopy, angioscopy, and bronchoscopy), and in the quantitation of structure parameters, e.g., volumes, lengths, medial axes, and curvatures. I am also interested in creating workable solutions to the problem of "data explosion," i.e., how to look at the thousands of images generated per examination using modern CT and MR scanners.
研究兴趣
论文共 333 篇作者统计合作学者相似作者
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Seminars in ultrasound, CT, and MRno. 2 (2024): 152-160
Humaira Noor,Yuanning Zheng,Adam Mantz, Ryle Zhou,Andrew Kozlov,Wendy B. DeMartini,Shu-tian Chen,Satoko Okamoto,Debra Ikeda,Sarah Mattonen,Sandy Napel,Melinda L. Telli,
Cancer Researchno. 6_Supplement (2024): 3510-3510
crossref(2023)
JOURNAL OF CLINICAL ONCOLOGYno. 16 (2023): e15648-e15648
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crossref(2023)
openalex(2023)
crossref(2023)
Journal of medical imagingno. 04 (2023)
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Karim Lekadir,Aasa Feragen, Abdul Joseph Fofanah,Alejandro F Frangi,Alena Buyx,Anais Emelie, Andrea Lara,Antonio R Porras,An-Wen Chan,Arcadi Navarro,Ben Glocker,Benard O Botwe,
CoRR (2023)
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