1. ??? ?? coronal sagittal axial? axial?? ???? ?????? ??? ??? ? ???? ?? ??? ?????? ?????? 2. ?? task1, task2? ?? ??? ??? ??? ?????? ??? ?????? ?? ??? ??? ??? ?????? image? ?? ??? ????. ?? ??? ? ??? ??? ? ??? ????? ?? ?? ground truth? ???? ?? ????? ????? ??? ???? 0 - 1 ??? ?? ???? ??? ?? ??? ?? ???? ??? ??? ????? ????. 3. ??? ??? ?? ???? ??? ???? ? label ???? 512 * 512 ??? ????? ??? ?? ???? ???? ????? ????? ???? ???? ??? ??? ?????. ????, ??????????? ?????? ????? ??? ?? ??? ???? ??? ??? ? ???? ???? ??? ??? ???? ??? ??? ????? ?????. 4. ?? ???? ?????? ?????? ??? ?????? ???? ??? ???? ? ?? ? ??? ?? ????? ?? ????? ??? ?????. ?? ??? ?? ??? ??? ?????? ??? ???? ? ??? ?????. ??????. ?? ???????.
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dicom ??? ??? analyze format?? ?? ? ?????. 3d volume ?? ???? ????? pixel spacing ? ??? ??? ??? ????? ??? ????. ??? ???? ?????. ?????.
????? ??? ?????? ???? ? ???? ???. ??? ??? dicom ????? ??? ??? ? ??? ????? ??? ?? ??? ??? ???? ????? ??? ???? ??? ?????? ???? ??? ??? ?????? ???? ??? ??? ???? ??????. ??????.
?????. ??? ??? ??????. 4?? ???? ??? ???? ????? ?? ????? ???? ? ?? ???? ???? ?? ?? ???? ??? ??? ??? ?? ?? ??? ??? ??? ?????. ??, ??? ?? ? ?? ??? ??? ???? ??? ???? ???? ???? ??? ??? ??, ?? ??? ?? ??? ??? ??? ?? ??? ?? ???? ??? ????? ??? ????. ?. ???? ???? ?????? ?? ???? ?? ??? ???? ??? ??? ?? ?? ????? ??? ??? ?? ?? ?? ?????? ?????. ??? ???? ?? ???? ??? ??? ??????. ?????.
1-3?? ?? ?? ??????. 1. ????? axial? reconstruction? ?????? ?? 3D volume data? ????, label?? 3D volume?? ?????. 2. task 1? task 2 ? ??? ??? ??? classification?? ??? task1 ? ????, task2 ? axial slice??? 3?? ??? ??? ??? ???. ??? ?? ??(ground truth)? 0 ?? 1? ?? ???, ???? probability? ????? AUC? ??? ?????. 3. ?????? ???? ?? ??????. 4?? ???? ??? ?? ? ??? ?????????. ?? ??????.
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Whole-body CT : Axial contrast-enhanced CT?? ?????.
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