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Low Echo Detection 업데이트: - VALLEY_STOP_RISE: 10→50 (valley 스캔 early stop 임계) - EDGE_DIST_DECAY: 0.12 (신규, edge 거리 penalty) - Edge boundary 확장: left [leftLo:edge+1], right [edge-1:rightHi+1] - Peak scoring: prominence → prominence / (1 + 0.12 × dist) (low echo에 가까운 peak이 더 높은 점수) Placement 알고리즘 전면 교체 (CV threshold 방식): - 기존 urineLen score → cos-corrected depth의 CV(변동계수) - CV ≤ 0.15 → PASS (Best Placement) - CV > 0.15 → FAIL → weakest channel 기반 방향 안내 - CH0/CH1(top) weakest → MOVE DOWN - CH2/CH3(bottom) weakest → MOVE UP - severity: slight(<10%) / moderate(10~25%) / severe(≥25%) - LR deviation: CH4/CH5 cos-corrected depth 비교 - |lr_dev| ≤ 0.15 → PASS - lr_dev > 0 → MOVE RIGHT, < 0 → MOVE LEFT - 반복 시 CV threshold 완화 (+0.02/회) Co-Authored-By: Claude Opus 4.6 (1M context) <noreply@anthropic.com>