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@@ -9583,3 +9583,4 @@ CT/liver/data/raw/hcc_tace_seg/manifest-1643035385102/HCC-TACE-Seg/HCC_067/07-18
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 CT/liver/data/raw/hcc_tace_seg/manifest-1643035385102/HCC-TACE-Seg/HCC_067/07-18-2003-NA-CT[[:space:]]CAP[[:space:]]LI[[:space:]]VER-72967/3.000000-Recon[[:space:]]2[[:space:]]PRE[[:space:]]LIVER-44857/1-11.dcm filter=lfs diff=lfs merge=lfs -text
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CT/liver/data/raw/hcc_tace_seg/manifest-1643035385102/HCC-TACE-Seg/HCC_029/10-29-1999-NA-CT CHESTABDPELVIS-83080/5.000000-Recon 3 LIVER 3 PHASE CAP-81965/1-41.dcm

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CT/liver/experiments/results/eval_msd_liver_seg/case_metrics.csv

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CT/liver/experiments/results/eval_msd_liver_seg/metrics.json

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CT/liver/experiments/results/hcc_tace_external/metrics.json

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CT/liver/experiments/results/msd_liver_seg/best_metrics.json

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CT/liver/experiments/results/waw_tace_multitask/latest_metrics.json

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CT/liver/experiments/results/waw_tace_phase_ablation/metrics.json

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CT/liver/experiments/results/waw_tace_predictions/phase_selected_ratio.csv

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CT/liver/experiments/results/waw_tace_predictions/progression_reliability.csv

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CT/liver/experiments/results/waw_tace_predictions/progression_risk_strata.csv

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CT/liver/experiments/results/waw_tace_predictions/waw_validation_predictions.csv

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CT/liver/experiments/visualizations/current_method/可视化结果.md

@@ -0,0 +1,34 @@
+# 当前方法可视化结果
+
+本目录按参考论文常见的医学影像可视化方式组织：输入 CT、解剖 support map、GT/预测轮廓、tumor-level error map，以及患者级输出面板。
+
+## 已生成内容
+
+- `waw_internal/`: WAW-TACE 内部验证代表病例，多期 CT + outcome/survival 可视化。
+- `hcc_external/`: HCC-TACE-Seg 外部验证代表病例，展示跨队列 liver/tumor segmentation 泛化。
+- `waw_global_phase_and_risk.png`: WAW validation 的平均 phase utility 和 progression risk 分布。
+
+## 读图方式
+
+- GT liver/tumor 轮廓分别为 green/yellow；预测 liver/tumor 轮廓分别为 cyan/red。
+- Tumor support heatmap 使用模型 tumor probability，颜色越亮代表模型越确信为 tumor。
+- Error map 中 green/red/blue 分别表示 tumor TP/FP/FN。
+- WAW 病例底部面板展示 phase utility、response/progression 概率和 PFS/OS/TTP 离散生存曲线。
+
+## WAW 内部验证代表病例
+
+- `457`: mean FG Dice 0.772, figure `waw_internal/case_457.png`
+- `171`: mean FG Dice 0.930, figure `waw_internal/case_171.png`
+- `368`: mean FG Dice 0.339, figure `waw_internal/case_368.png`
+- `126`: mean FG Dice 0.578, figure `waw_internal/case_126.png`
+- `39`: mean FG Dice 0.823, figure `waw_internal/case_39.png`
+- `388`: mean FG Dice 0.938, figure `waw_internal/case_388.png`
+
+## HCC-TACE-Seg 外部验证代表病例
+
+- `1.3.6.1.4.1.14519.5.2.1.1706.8374.164750580271137946982420100377`: mean FG Dice 0.288, figure `hcc_external/case_1.3.6.1.4.1.14519.5.2.1.1706.8374.164750580271137946982420100377.png`
+- `1.3.6.1.4.1.14519.5.2.1.1706.8374.128750515241701445125322964595`: mean FG Dice 0.031, figure `hcc_external/case_1.3.6.1.4.1.14519.5.2.1.1706.8374.128750515241701445125322964595.png`
+- `1.3.6.1.4.1.14519.5.2.1.1706.8374.174959842177689860943271800523`: mean FG Dice 0.487, figure `hcc_external/case_1.3.6.1.4.1.14519.5.2.1.1706.8374.174959842177689860943271800523.png`
+- `1.3.6.1.4.1.14519.5.2.1.1706.8374.186190774077269200667868344861`: mean FG Dice 0.929, figure `hcc_external/case_1.3.6.1.4.1.14519.5.2.1.1706.8374.186190774077269200667868344861.png`
+- `1.3.6.1.4.1.14519.5.2.1.1706.8374.284237177068986521817031948398`: mean FG Dice 0.752, figure `hcc_external/case_1.3.6.1.4.1.14519.5.2.1.1706.8374.284237177068986521817031948398.png`
+- `1.3.6.1.4.1.14519.5.2.1.1706.8374.304819071818674684593765963305`: mean FG Dice 0.356, figure `hcc_external/case_1.3.6.1.4.1.14519.5.2.1.1706.8374.304819071818674684593765963305.png`