From 3e8ddc34680f7bcd0b95b7fad548c2e9e682ed8a Mon Sep 17 00:00:00 2001 From: admin Date: Wed, 3 Jun 2026 11:07:17 +0800 Subject: [PATCH] Fix CT orientation handling in viewer and affine --- app.py | 34 +- data_loader.py | 5 +- .../vxm_head_ct_patient1.history.json | 480 +++++++++--------- outputs/checkpoints/vxm_head_ct_patient1.pt | Bin 127054 -> 127054 bytes .../preprocessed/patient1_neck_alignment.json | 12 +- 5 files changed, 269 insertions(+), 262 deletions(-) diff --git a/app.py b/app.py index d42ffa3..d34c902 100644 --- a/app.py +++ b/app.py @@ -195,10 +195,16 @@ def normalize_slice(image: np.ndarray, p_low: float = 1.0, p_high: float = 99.0) return np.clip((image - low) / (high - low), 0.0, 1.0) -def orient_for_display(image: np.ndarray) -> np.ndarray: - """统一显示方向,让三视图在网页中更接近医学浏览器观感。""" +def orient_for_display(image: np.ndarray, plane: str) -> np.ndarray: + """按平面统一显示方向。 - return np.rot90(image) + 数组轴约定为 (X, Y, Z),其中 Z 轴在当前患者1 DICOM 中从头侧到足侧 + 递增。冠状面和矢状面应让 Z 轴作为屏幕竖直方向,避免头脚倒置。 + """ + + if image.ndim == 3 and image.shape[-1] in (3, 4): + return np.swapaxes(image, 0, 1) + return image.T def get_slice(volume_xyz: np.ndarray, plane: str, index: int) -> np.ndarray: @@ -267,18 +273,18 @@ def format_mm(value: float) -> str: return f"{value:.2f}" -def render_image(image: np.ndarray, caption: str, cmap: str = "gray") -> None: +def render_image(image: np.ndarray, caption: str, cmap: str = "gray", plane: str = "Axial") -> None: fig, ax = plt.subplots(figsize=(4.8, 4.8), dpi=120) - ax.imshow(orient_for_display(image), cmap=cmap, interpolation="nearest") + ax.imshow(orient_for_display(image, plane), cmap=cmap, interpolation="nearest") ax.set_title(caption, fontsize=10) ax.axis("off") st.pyplot(fig, width="stretch") plt.close(fig) -def render_rgb(image: np.ndarray, caption: str) -> None: +def render_rgb(image: np.ndarray, caption: str, plane: str = "Axial") -> None: fig, ax = plt.subplots(figsize=(4.8, 4.8), dpi=120) - ax.imshow(orient_for_display(image), interpolation="nearest") + ax.imshow(orient_for_display(image, plane), interpolation="nearest") ax.set_title(caption, fontsize=10) ax.axis("off") st.pyplot(fig, width="stretch") @@ -290,14 +296,15 @@ def render_heatmap_overlay( mag_slice: np.ndarray, alpha: float, caption: str, + plane: str, vmin: float, vmax: float, show_base: bool, ) -> None: fig, ax = plt.subplots(figsize=(4.8, 4.8), dpi=120) if show_base: - ax.imshow(orient_for_display(normalize_slice(base_slice)), cmap="gray", interpolation="nearest") - heat = orient_for_display(mag_slice) + ax.imshow(orient_for_display(normalize_slice(base_slice), plane), cmap="gray", interpolation="nearest") + heat = orient_for_display(mag_slice, plane) im = ax.imshow( heat, cmap="turbo", @@ -321,7 +328,7 @@ def render_three_views(volume_xyz: np.ndarray, title: str) -> None: axis = plane_axis(plane) with col: index = st.slider(f"{cn_name}", 0, volume_xyz.shape[axis] - 1, volume_xyz.shape[axis] // 2, key=f"{title}-{plane}") - render_image(get_slice(volume_xyz, plane, index), f"{cn_name} #{index}") + render_image(get_slice(volume_xyz, plane, index), f"{cn_name} #{index}", plane=plane) def render_three_way_views(fixed_xyz: np.ndarray, moving_xyz: np.ndarray, warped_xyz: np.ndarray | None) -> None: @@ -351,7 +358,7 @@ def render_three_way_views(fixed_xyz: np.ndarray, moving_xyz: np.ndarray, warped if volume is None: st.info("待生成") else: - render_image(get_slice(volume, plane, index), f"{label} #{index}") + render_image(get_slice(volume, plane, index), f"{label} #{index}", plane=plane) def render_overlay_views(fixed_xyz: np.ndarray, warped_xyz: np.ndarray) -> None: @@ -369,9 +376,9 @@ def render_overlay_views(fixed_xyz: np.ndarray, warped_xyz: np.ndarray) -> None: fixed_slice = get_slice(fixed_xyz, plane, index) warped_slice = get_slice(warped_xyz, plane, index) if mode == "棋盘格": - render_image(checkerboard(fixed_slice, warped_slice, tile=tile), f"{cn_name} 棋盘格 #{index}") + render_image(checkerboard(fixed_slice, warped_slice, tile=tile), f"{cn_name} 棋盘格 #{index}", plane=plane) else: - render_rgb(alpha_overlay(fixed_slice, warped_slice, alpha=alpha), f"{cn_name} 融合 #{index}") + render_rgb(alpha_overlay(fixed_slice, warped_slice, alpha=alpha), f"{cn_name} 融合 #{index}", plane=plane) def render_ddf_views(fixed_xyz: np.ndarray, ddf_xyz: np.ndarray) -> None: @@ -410,6 +417,7 @@ def render_ddf_views(fixed_xyz: np.ndarray, ddf_xyz: np.ndarray) -> None: get_slice(fixed_xyz, plane, index), get_slice(mag, plane, index), alpha=alpha, + plane=plane, vmin=vmin, vmax=vmax, show_base=show_base, diff --git a/data_loader.py b/data_loader.py index 0b94ad2..8c56290 100644 --- a/data_loader.py +++ b/data_loader.py @@ -205,8 +205,8 @@ def _make_affine( col_cos = np.asarray(orientation[3:], dtype=np.float64) normal = np.cross(row_cos, col_cos) - affine[:3, 0] = row_cos * col_spacing - affine[:3, 1] = col_cos * row_spacing + affine[:3, 0] = col_cos * col_spacing + affine[:3, 1] = row_cos * row_spacing if len(sorted_headers) > 1 and hasattr(sorted_headers[-1][1], "ImagePositionPatient"): last_origin = np.asarray(sorted_headers[-1][1].ImagePositionPatient, dtype=np.float64) @@ -351,4 +351,3 @@ def main(argv: Iterable[str] | None = None) -> None: if __name__ == "__main__": main() - diff --git a/outputs/checkpoints/vxm_head_ct_patient1.history.json b/outputs/checkpoints/vxm_head_ct_patient1.history.json index 98019d3..ae860aa 100644 --- a/outputs/checkpoints/vxm_head_ct_patient1.history.json +++ b/outputs/checkpoints/vxm_head_ct_patient1.history.json @@ -1,482 +1,482 @@ [ { "epoch": 1.0, - "loss": 0.04345163702964783, - "image_loss": 0.04345163702964783, - "smooth_loss": 5.719839749410149e-13 + "loss": 0.04345167055726051, + "image_loss": 0.04345167055726051, + "smooth_loss": 7.973467264048295e-13 }, { "epoch": 2.0, - "loss": 0.043440207839012146, - "image_loss": 0.043440207839012146, - "smooth_loss": 1.4629444322622476e-09 + "loss": 0.04343467578291893, + 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-12.3245849609375, -656.634033203125 ], "moving_translation_mm": [ - 0.0203094482421875, - -51.188629150390625, + -12.979690551757812, + -38.188629150390625, 22.9813232421875 ], "body_threshold_hu": -500.0,