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Patch-based classification of thyroid nodules in ultrasound images using direction independent features extracted by two-threshold binary decomposition.

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第一作者： Antonin,Prochazka

第一单位： Institute of Biophysics and Informatics, 1(st) Faculty of Medicine, Charles University, Salmovska 1, 120 00, Prague, Czech Republic. Electronic address: antonin.prochazka@lf1.cuni.cz.

作者： Antonin,Prochazka ^[1] ; Sumeet,Gulati ^[2] ; Stepan,Holinka ^[3] ; Daniel,Smutek ^[4]

作者单位： Institute of Biophysics and Informatics, 1(st) Faculty of Medicine, Charles University, Salmovska 1, 120 00, Prague, Czech Republic. Electronic address: antonin.prochazka@lf1.cuni.cz. ^[1] International Clinical Research Center, St. Anne's University Hospital Brno, Pekarska 53, 656 91, Brno, Czech Republic. ^[2] 3(rd) Department of Medicine, 1(st) Faculty of Medicine, Charles University and General University Hospital in Prague, U Nemocnice 1, 128 08, Praha 2, Czech Republic. ^[3] Institute of Biophysics and Informatics, 1(st) Faculty of Medicine, Charles University, Salmovska 1, 120 00, Prague, Czech Republic; 3(rd) Department of Medicine, 1(st) Faculty of Medicine, Charles University and General University Hospital in Prague, U Nemocnice 1, 128 08, Praha 2, Czech Republic. ^[4]

关键词 Computer-aided diagnosis Patch-based image analysis Random forests Texture analysis Thyroid nodules Ultrasound imaging