FR3.I: Biomedical Image Segmentation |
| Session Type: Poster |
| Time: Friday, 8 May, 15:15 - 17:15 |
| Location: On-Demand |
| Session Chair: Martin Maška, Masaryk University
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| FR3.I.1: A SEGMENTATION BASED ROBUST DEEP LEARNING FRAMEWORK FOR MULTIMODAL RETINAL IMAGE REGISTRATION |
| Yiqian Wang; University of California, San Diego |
| Junkang Zhang; University of California, San Diego |
| Cheolhong An; University of California, San Diego |
| Melina Cavichini; University of California, San Diego |
| Mahima Jhingan; University of California, San Diego |
| Manuel J. Amador-Patarroyo; University of California, San Diego |
| Christopher P. Long; University of California, San Diego |
| Dirk-Uwe G. Bartsch; University of California, San Diego |
| William R. Freeman; University of California, San Diego |
| Truong Q. Nguyen; University of California, San Diego |
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| FR3.I.2: DENSE RESIDUAL NETWORK FOR RETINAL VESSEL SEGMENTATION |
| Changlu Guo; Budapest University of Technology and Economics |
| Márton Szemenyei; Budapest University of Technology and Economics |
| Yugen Yi; Jiangxi Normal University |
| Ying Xue; Eötvös Loránd University |
| Wei Zhou; Shenyang Aerospace University |
| Yangyuan Li; Budapest University of Technology and Economics |
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| FR3.I.3: LIGHTWEIGHT V-NET FOR LIVER SEGMENTATION |
| Tao Lei; Shaanxi University of Science and Technology |
| Wenzheng Zhou; Shaanxi University of Science and Technology |
| Yuxiao Zhang; Shaanxi University of Science and Technology |
| Risheng Wang; Shaanxi University of Science and Technology |
| Hongying Meng; Brunel University London |
| Asoke K. Nandi; Brunel University London |
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| FR3.I.4: ACU-NET: A 3D ATTENTION CONTEXT U-NET FOR MULTIPLE SCLEROSIS LESION SEGMENTATION |
| Chuan Hu; Ministry of Education Beijing University of Posts and Telecommunications |
| Guixia Kang; Ministry of Education Beijing University of Posts and Telecommunications |
| Beibei Hou; Ministry of Education Beijing University of Posts and Telecommunications |
| Yiyuan Ma; Ministry of Education Beijing University of Posts and Telecommunications |
| Fabrice Labeau; McGill University |
| Zichen Su; Ministry of Education Beijing University of Posts and Telecommunications |
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| FR3.I.5: EDNFC-NET: CONVOLUTIONAL NEURAL NETWORK WITH NESTED FEATURE CONCATENATION FOR NUCLEI-INSTANCE SEGMENTATION |
| Shiv Gehlot; Indraprastha Institute of Information Technology Delhi |
| Anubha Gupta; Indraprastha Institute of Information Technology Delhi |
| Ritu Gupta; All India Institute of Medical Sciences, New Delhi |
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| FR3.I.6: AN UNSUPERVISED RETINAL VESSEL EXTRACTION AND SEGMENTATION METHOD BASED ON A TUBE MARKED POINT PROCESS MODEL |
| Tianyu Li; Purdue University |
| Mary Comer; Purdue University |
| Josiane Zerubia; Inria and Université Côte d'Azur |
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| FR3.I.7: KALM: KEY AREA LOCALIZATION MECHANISM FOR ABNORMALITY DETECTION IN MUSCULOSKELETAL RADIOGRAPHS |
| Wei Huang; Northwestern Polytechnical University |
| Zhitong Xiong; Northwestern Polytechnical University |
| Qi Wang; Northwestern Polytechnical University |
| Xuelong Li; Northwestern Polytechnical University |
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| FR3.I.8: COMBINING CGAN AND MIL FOR HOTSPOT SEGMENTATION IN BONE SCINTIGRAPHY |
| Hang Xu; Shanghai Jiao Tong University |
| Shijie Geng; Shanghai Jiao Tong University |
| Yu Qiao; Shanghai Jiao Tong University |
| Kuan Xu; Shanghai Jiao Tong University |
| Yueyang Gu; Shanghai Jiao Tong University |
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| FR3.I.9: A NONINVASIVE METHOD TO DETECT DIABETES MELLITUS AND LUNG CANCER USING THE STACKED SPARSE AUTOENCODER |
| Qi Zhang; University of Macau |
| Jianhang Zhou; University of Macau |
| Bob Zhang; University of Macau |
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| FR3.I.10: A MULTI-SCALED RECEPTIVE FIELD LEARNING APPROACH FOR MEDICAL IMAGE SEGMENTATION |
| Pengcheng Guo; Inner Mongolia University |
| Xiangdong Su; Inner Mongolia University |
| Haoran Zhang; Inner Mongolia University |
| Meng Wang; Inner Mongolia University |
| Feilong Bao; Inner Mongolia University |
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| FR3.I.11: AUTOMATIC DATA AUGMENTATION VIA DEEP REINFORCEMENT LEARNING FOR EFFECTIVE KIDNEY TUMOR SEGMENTATION |
| Tiexin Qin; Nanjing University |
| Ziyuan Wang; Nanjing University |
| Kelei He; Nanjing University |
| Yinghuan Shi; Nanjing University |
| Yang Gao; Nanjing University |
| Dinggang Shen; University of North Carolina - Chapel Hill |
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| FR3.I.12: CROSS-STAINED SEGMENTATION FROM RENAL BIOPSY IMAGES USING MULTI-LEVEL ADVERSARIAL LEARNING |
| Ke Mei; Beijing University of Posts and Telecommunications |
| Chuang Zhu; Beijing University of Posts and Telecommunications |
| Lei Jiang; Peking University People's Hospital |
| Jun Liu; Beijing University of Posts and Telecommunications |
| Yuanyuan Qiao; Beijing University of Posts and Telecommunications |
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