{
 "cells": [
  {
   "cell_type": "markdown",
   "id": "1b019695",
   "metadata": {},
   "source": [
    "# 第 13 章　訓練深度網路的實戰技巧與遷移學習 — 實作 Notebook\n",
    "\n",
    "「醫學生的機器學習入門」第 13 章配套程式（網站：<https://med-study-rpg.com/ml/chapters/13-transfer-learning/>）。建議在 **Google Colab** 執行（「執行階段 → 全部執行」）；本機 Jupyter 需安裝 `tensorflow` 與 `keras`。\n",
    "\n",
    "本 notebook 用 **BreastMNIST 128×128**（乳房超音波，良性／惡性，訓練集只有 546 張）做三方對照：\n",
    "\n",
    "1. 從零訓練的小 CNN（看過擬合）\n",
    "2. 小 CNN ＋ 資料擴增 ＋ Dropout ＋ `class_weight` ＋ callbacks\n",
    "3. 遷移學習：ImageNet 預訓練的 MobileNetV2 ——（3a）凍結當特徵擷取器、（3b）微調最後一個區塊\n",
    "4. 最後用 Grad-CAM 看模型「看哪裡」，並做一個簡單的健全性檢查（sanity check）\n",
    "\n",
    "全部跑完在筆電 CPU 上約 1.5–2 分鐘，Colab 免費 CPU 會更久（預估數分鐘）；第 2、4 節從零訓練 CNN 最花時間，**可開 GPU（執行階段 → 變更執行階段類型）加速**。\n",
    "\n",
    "本 notebook 的醫學資料為公開教學資料集，結果僅供學習，不構成臨床建議。"
   ]
  },
  {
   "cell_type": "markdown",
   "id": "516f1e87",
   "metadata": {},
   "source": [
    "## 0. 環境檢查\n",
    "先印出套件版本。Keras 3 要在 `import keras` **之前**設定 backend。沒有安裝 Keras 的環境會印出提示，後面需要 Keras 的段落會自動跳過。"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 1,
   "id": "bdfeb57c",
   "metadata": {
    "execution": {
     "iopub.execute_input": "2026-10-06T14:14:27.626885Z",
     "iopub.status.busy": "2026-10-06T14:14:27.626694Z",
     "iopub.status.idle": "2026-10-06T14:14:38.093803Z",
     "shell.execute_reply": "2026-10-06T14:14:38.092835Z"
    }
   },
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "numpy 2.1.3 | scikit-learn 1.6.1 | matplotlib 3.10.0\n"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "keras 3.13.2 | tensorflow 2.20.0 | backend: tensorflow\n"
     ]
    }
   ],
   "source": [
    "import os\n",
    "import time\n",
    "os.environ[\"KERAS_BACKEND\"] = \"tensorflow\"   # must be set before importing keras\n",
    "\n",
    "import numpy as np\n",
    "import sklearn\n",
    "import matplotlib\n",
    "import matplotlib.pyplot as plt\n",
    "\n",
    "print(\"numpy\", np.__version__, \"| scikit-learn\", sklearn.__version__, \"| matplotlib\", matplotlib.__version__)\n",
    "\n",
    "try:\n",
    "    import keras\n",
    "    import tensorflow as tf\n",
    "    print(\"keras\", keras.__version__, \"| tensorflow\", tf.__version__, \"| backend:\", keras.backend.backend())\n",
    "except ImportError:\n",
    "    keras = None\n",
    "    tf = None\n",
    "    print(\"Keras/TensorFlow is not installed -> the deep-learning cells will be skipped.\")\n",
    "    print(\"Run this notebook on Google Colab, or `pip install tensorflow keras` locally.\")\n",
    "\n",
    "RS = 42\n",
    "T0 = time.time()"
   ]
  },
  {
   "cell_type": "markdown",
   "id": "f2c55018",
   "metadata": {},
   "source": [
    "## 1. 載入 BreastMNIST 128×128\n",
    "直接從 Zenodo 下載 MedMNIST 官方的 `.npz`（約 11 MB，授權 CC BY 4.0），不需要安裝 `medmnist`。原始標籤 **0 = 惡性、1 = 正常／良性**；為了讓「惡性」當陽性，我們把它翻成 `y = 1 - label`。"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 2,
   "id": "bbc4be4c",
   "metadata": {
    "execution": {
     "iopub.execute_input": "2026-10-06T14:14:38.096399Z",
     "iopub.status.busy": "2026-10-06T14:14:38.095960Z",
     "iopub.status.idle": "2026-10-06T14:14:38.215212Z",
     "shell.execute_reply": "2026-10-06T14:14:38.214288Z"
    }
   },
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "train (546, 128, 128)  malignant=147  benign/normal=399\n",
      "val   (78, 128, 128)  malignant= 21  benign/normal= 57\n",
      "test  (156, 128, 128)  malignant= 42  benign/normal=114\n"
     ]
    }
   ],
   "source": [
    "import urllib.request\n",
    "\n",
    "NPZ_URL = \"https://zenodo.org/records/10519652/files/breastmnist_128.npz?download=1\"\n",
    "NPZ_PATH = os.path.join(\"data\", \"breastmnist_128.npz\")\n",
    "os.makedirs(\"data\", exist_ok=True)\n",
    "\n",
    "data = None\n",
    "try:\n",
    "    if not os.path.exists(NPZ_PATH):\n",
    "        print(\"downloading BreastMNIST 128x128 (~11 MB) from Zenodo ...\")\n",
    "        urllib.request.urlretrieve(NPZ_URL, NPZ_PATH)\n",
    "    data = np.load(NPZ_PATH)\n",
    "except Exception as e:\n",
    "    print(\"Could not download/load BreastMNIST:\", repr(e))\n",
    "    print(\"Check your internet connection or download the file manually from\", NPZ_URL)\n",
    "\n",
    "if data is not None:\n",
    "    X_tr, X_va, X_te = (data[f\"{s}_images\"] for s in [\"train\", \"val\", \"test\"])\n",
    "    # original labels: 0 = malignant, 1 = normal/benign  ->  y = 1 means malignant\n",
    "    y_tr, y_va, y_te = (1 - data[f\"{s}_labels\"].ravel().astype(\"int64\") for s in [\"train\", \"val\", \"test\"])\n",
    "    for name, X_, y_ in [(\"train\", X_tr, y_tr), (\"val\", X_va, y_va), (\"test\", X_te, y_te)]:\n",
    "        print(f\"{name:5s} {X_.shape}  malignant={y_.sum():3d}  benign/normal={(y_ == 0).sum():3d}\")"
   ]
  },
  {
   "cell_type": "markdown",
   "id": "e474501e",
   "metadata": {},
   "source": [
    "先看幾張影像。超音波的上方是靠近探頭的皮膚與淺層組織，下方是深層，這個「上下」有解剖意義，等一下講資料擴增時會用到。"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 3,
   "id": "d2a9d2b1",
   "metadata": {
    "execution": {
     "iopub.execute_input": "2026-10-06T14:14:38.218359Z",
     "iopub.status.busy": "2026-10-06T14:14:38.218004Z",
     "iopub.status.idle": "2026-10-06T14:14:38.724713Z",
     "shell.execute_reply": "2026-10-06T14:14:38.723633Z"
    }
   },
   "outputs": [
    {
     "data": {
      "image/png": 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",
      "text/plain": [
       "<Figure size 1100x460 with 10 Axes>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    }
   ],
   "source": [
    "if data is not None:\n",
    "    fig, axes = plt.subplots(2, 5, figsize=(11, 4.6))\n",
    "    idx_m = np.where(y_tr == 1)[0][:5]\n",
    "    idx_b = np.where(y_tr == 0)[0][:5]\n",
    "    for ax, i in zip(axes.ravel(), np.concatenate([idx_m, idx_b])):\n",
    "        ax.imshow(X_tr[i], cmap=\"gray\")\n",
    "        ax.set_title(\"malignant\" if y_tr[i] == 1 else \"benign/normal\", fontsize=9)\n",
    "        ax.axis(\"off\")\n",
    "    plt.tight_layout()\n",
    "    plt.show()"
   ]
  },
  {
   "cell_type": "markdown",
   "id": "48b39292",
   "metadata": {},
   "source": [
    "接著準備共用的小工具：\n",
    "\n",
    "- 小 CNN 的輸入：為了在 CPU 上省時間，把 128×128 用 2×2 平均**縮小成 64×64**，除以 255 縮放到 0～1，形狀 `(N, 64, 64, 1)`。遷移學習的部分則用完整的 128×128。\n",
    "- 評估函式：印出測試集 AUC（附 bootstrap 95% 信賴區間）、敏感度、特異度。**測試集只有 156 張（惡性 42 張）**，信賴區間會很寬，請一起看。"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 4,
   "id": "0400bd6c",
   "metadata": {
    "execution": {
     "iopub.execute_input": "2026-10-06T14:14:38.729662Z",
     "iopub.status.busy": "2026-10-06T14:14:38.729400Z",
     "iopub.status.idle": "2026-10-06T14:14:39.112818Z",
     "shell.execute_reply": "2026-10-06T14:14:39.112080Z"
    }
   },
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "small-CNN input shape: (546, 64, 64, 1)\n"
     ]
    }
   ],
   "source": [
    "from sklearn.metrics import roc_auc_score, confusion_matrix\n",
    "\n",
    "def bootstrap_auc_ci(y_true, score, n_boot=1000, seed=RS):\n",
    "    rng = np.random.default_rng(seed)\n",
    "    n, aucs = len(y_true), []\n",
    "    for _ in range(n_boot):\n",
    "        idx = rng.integers(0, n, n)\n",
    "        if y_true[idx].min() == y_true[idx].max():\n",
    "            continue                      # resample has only one class\n",
    "        aucs.append(roc_auc_score(y_true[idx], score[idx]))\n",
    "    return np.percentile(aucs, [2.5, 97.5])\n",
    "\n",
    "results = {}\n",
    "\n",
    "def report(name, y_true, score, threshold=0.5):\n",
    "    auc = roc_auc_score(y_true, score)\n",
    "    lo, hi = bootstrap_auc_ci(y_true, score)\n",
    "    tn, fp, fn, tp = confusion_matrix(y_true, (score >= threshold).astype(int)).ravel()\n",
    "    sens, spec = tp / (tp + fn), tn / (tn + fp)\n",
    "    results[name] = dict(auc=auc, lo=lo, hi=hi, sens=sens, spec=spec)\n",
    "    print(f\"{name}: test AUC {auc:.3f} (95% CI {lo:.3f}-{hi:.3f}) | \"\n",
    "          f\"sensitivity {sens:.2f} | specificity {spec:.2f}  (threshold {threshold})\")\n",
    "\n",
    "def batched(model, X_, bs=64):\n",
    "    # predict in batches by calling the model directly (inference mode)\n",
    "    return np.concatenate([np.asarray(model(X_[i:i + bs], training=False)) for i in range(0, len(X_), bs)])\n",
    "\n",
    "def to_gray64(X_):\n",
    "    # 128x128 -> 64x64 by averaging 2x2 blocks, scaled to 0-1\n",
    "    return X_.reshape(-1, 64, 2, 64, 2).mean(axis=(2, 4))[..., None].astype(\"float32\") / 255.0\n",
    "\n",
    "if data is not None:\n",
    "    Xg_tr, Xg_va, Xg_te = to_gray64(X_tr), to_gray64(X_va), to_gray64(X_te)\n",
    "    print(\"small-CNN input shape:\", Xg_tr.shape)"
   ]
  },
  {
   "cell_type": "markdown",
   "id": "5382692f",
   "metadata": {},
   "source": [
    "## 2. 基準 A：從零訓練一個小 CNN\n",
    "沿用第 12 章的卷積＋池化結構，最後用 `Flatten` 接全連接層。這個模型有二十多萬個參數，卻只有 546 張訓練影像——我們故意**不加早停**、跑滿 20 個 epoch，觀察過擬合。"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 5,
   "id": "40846e2b",
   "metadata": {
    "execution": {
     "iopub.execute_input": "2026-10-06T14:14:39.115761Z",
     "iopub.status.busy": "2026-10-06T14:14:39.115373Z",
     "iopub.status.idle": "2026-10-06T14:15:02.013224Z",
     "shell.execute_reply": "2026-10-06T14:15:02.012228Z"
    }
   },
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "parameters: 285,569\n"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "training time: 21.4 s\n"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "A: CNN from scratch: test AUC 0.888 (95% CI 0.829-0.939) | sensitivity 0.52 | specificity 0.95  (threshold 0.5)\n"
     ]
    }
   ],
   "source": [
    "def small_cnn(augment=False, batchnorm=False, dropout=0.0):\n",
    "    layers = [keras.Input(shape=(64, 64, 1))]\n",
    "    if augment:\n",
    "        layers += [keras.layers.RandomFlip(\"horizontal\"),     # left-right flip only\n",
    "                   keras.layers.RandomRotation(0.05),           # about +/- 18 degrees\n",
    "                   keras.layers.RandomZoom(0.1)]\n",
    "    for filters in (16, 32, 64):\n",
    "        layers.append(keras.layers.Conv2D(filters, 3, padding=\"same\", use_bias=not batchnorm))\n",
    "        if batchnorm:\n",
    "            layers.append(keras.layers.BatchNormalization())\n",
    "        layers += [keras.layers.Activation(\"relu\"), keras.layers.MaxPooling2D()]\n",
    "    layers += [keras.layers.Flatten(), keras.layers.Dropout(dropout),\n",
    "               keras.layers.Dense(64, activation=\"relu\"),\n",
    "               keras.layers.Dense(1, activation=\"sigmoid\")]\n",
    "    return keras.Sequential(layers)\n",
    "\n",
    "hist_a = None\n",
    "if keras is not None and data is not None:\n",
    "    keras.utils.set_random_seed(RS)\n",
    "    model_a = small_cnn()\n",
    "    model_a.compile(optimizer=keras.optimizers.Adam(learning_rate=1e-3),\n",
    "                    loss=\"binary_crossentropy\", metrics=[keras.metrics.AUC(name=\"auc\")])\n",
    "    print(\"parameters:\", f\"{model_a.count_params():,}\")\n",
    "    t = time.time()\n",
    "    hist_a = model_a.fit(Xg_tr, y_tr, validation_data=(Xg_va, y_va),\n",
    "                         epochs=20, batch_size=32, verbose=0)\n",
    "    print(f\"training time: {time.time() - t:.1f} s\")\n",
    "    report(\"A: CNN from scratch\", y_te, batched(model_a, Xg_te).ravel())\n",
    "else:\n",
    "    print(\"Skipped: Keras or the dataset is not available.\")"
   ]
  },
  {
   "cell_type": "markdown",
   "id": "0b881bda",
   "metadata": {},
   "source": [
    "畫出訓練與驗證的損失曲線：訓練損失一路往下，驗證損失卻在某個時間點後停滯甚至回升，這就是背答案的訊號。"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 6,
   "id": "a7f8bec7",
   "metadata": {
    "execution": {
     "iopub.execute_input": "2026-10-06T14:15:02.016426Z",
     "iopub.status.busy": "2026-10-06T14:15:02.016154Z",
     "iopub.status.idle": "2026-10-06T14:15:02.589438Z",
     "shell.execute_reply": "2026-10-06T14:15:02.588426Z"
    }
   },
   "outputs": [
    {
     "data": {
      "image/png": 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",
      "text/plain": [
       "<Figure size 1000x360 with 2 Axes>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "lowest validation loss at epoch 13; final train loss 0.100 vs validation loss 0.384\n"
     ]
    }
   ],
   "source": [
    "def plot_history(hist, title):\n",
    "    h = hist.history\n",
    "    fig, axes = plt.subplots(1, 2, figsize=(10, 3.6))\n",
    "    axes[0].plot(h[\"loss\"], label=\"train\"); axes[0].plot(h[\"val_loss\"], label=\"validation\")\n",
    "    axes[0].set_title(f\"{title}: loss\"); axes[0].set_xlabel(\"epoch\"); axes[0].legend()\n",
    "    axes[1].plot(h[\"auc\"], label=\"train\"); axes[1].plot(h[\"val_auc\"], label=\"validation\")\n",
    "    axes[1].set_title(f\"{title}: AUC\"); axes[1].set_xlabel(\"epoch\"); axes[1].legend()\n",
    "    plt.tight_layout()\n",
    "    plt.show()\n",
    "\n",
    "if hist_a is not None:\n",
    "    plot_history(hist_a, \"A (from scratch)\")\n",
    "    best = int(np.argmin(hist_a.history[\"val_loss\"]))\n",
    "    print(f\"lowest validation loss at epoch {best + 1}; final train loss \"\n",
    "          f\"{hist_a.history['loss'][-1]:.3f} vs validation loss {hist_a.history['val_loss'][-1]:.3f}\")"
   ]
  },
  {
   "cell_type": "markdown",
   "id": "28e6e2f1",
   "metadata": {},
   "source": [
    "## 3. 學習率與最佳化器：一個不用神經網路的小實驗\n",
    "在加入各種技巧之前，先用 NumPy 在一個「狹長山谷」形狀的損失函數上，比較三種最佳化器（optimizer）。這個山谷在一個方向很陡、另一個方向很平，是深度網路損失地形的常見縮影。"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 7,
   "id": "4529fa40",
   "metadata": {
    "execution": {
     "iopub.execute_input": "2026-10-06T14:15:02.592741Z",
     "iopub.status.busy": "2026-10-06T14:15:02.592479Z",
     "iopub.status.idle": "2026-10-06T14:15:02.614258Z",
     "shell.execute_reply": "2026-10-06T14:15:02.613051Z"
    }
   },
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "sgd      learning_rate=0.01  -> loss after 100 steps: 2.62\n",
      "sgd      learning_rate=0.15  -> loss after 100 steps: 0.1557\n",
      "sgd      learning_rate=0.21  -> loss after 100 steps: 2.136e+09\n",
      "momentum learning_rate=0.01  -> loss after 100 steps: 0.435\n",
      "adam     learning_rate=0.3   -> loss after 100 steps: 0.0002459\n"
     ]
    }
   ],
   "source": [
    "def loss_fn(w):                       # elongated bowl: steep in w[1], flat in w[0]\n",
    "    return 0.5 * (0.1 * w[0] ** 2 + 10 * w[1] ** 2)\n",
    "\n",
    "def grad_fn(w):\n",
    "    return np.array([0.1 * w[0], 10 * w[1]])\n",
    "\n",
    "def run(method, lr, steps=100):\n",
    "    w, v, m, s = np.array([-8.0, 1.5]), np.zeros(2), np.zeros(2), np.zeros(2)\n",
    "    for t in range(1, steps + 1):\n",
    "        g = grad_fn(w)\n",
    "        if method == \"sgd\":\n",
    "            w = w - lr * g\n",
    "        elif method == \"momentum\":\n",
    "            v = 0.9 * v + g\n",
    "            w = w - lr * v\n",
    "        elif method == \"adam\":\n",
    "            m = 0.9 * m + 0.1 * g\n",
    "            s = 0.999 * s + 0.001 * g ** 2\n",
    "            m_hat, s_hat = m / (1 - 0.9 ** t), s / (1 - 0.999 ** t)\n",
    "            w = w - lr * m_hat / (np.sqrt(s_hat) + 1e-8)\n",
    "    return loss_fn(w)\n",
    "\n",
    "for method, lr in [(\"sgd\", 0.01), (\"sgd\", 0.15), (\"sgd\", 0.21), (\"momentum\", 0.01), (\"adam\", 0.3)]:\n",
    "    print(f\"{method:8s} learning_rate={lr:<5} -> loss after 100 steps: {run(method, lr):.4g}\")"
   ]
  },
  {
   "cell_type": "markdown",
   "id": "42e30f7e",
   "metadata": {},
   "source": [
    "解讀：純 SGD 學習率太小（0.01）時，在平坦方向幾乎走不動；調大到 0.15 平坦方向進步了，但再大一點點（0.21）就在陡峭方向來回彈跳、損失爆掉。動量（momentum）把過去的方向累積起來，在平坦方向越走越快；Adam 則替每個參數各自調整步伐。**實務上 Adam（`learning_rate=1e-3`）是很好的起點**，微調預訓練模型時再把學習率降到 1e-4～1e-5。\n",
    "\n",
    "在 Keras 裡只是換一個物件："
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 8,
   "id": "de8a2b8b",
   "metadata": {
    "execution": {
     "iopub.execute_input": "2026-10-06T14:15:02.618901Z",
     "iopub.status.busy": "2026-10-06T14:15:02.618668Z",
     "iopub.status.idle": "2026-10-06T14:15:02.629552Z",
     "shell.execute_reply": "2026-10-06T14:15:02.628669Z"
    }
   },
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "SGD 0.009999999776482582 | Adam 0.0010000000474974513\n"
     ]
    }
   ],
   "source": [
    "if keras is not None:\n",
    "    opt_sgd = keras.optimizers.SGD(learning_rate=0.01, momentum=0.9)\n",
    "    opt_adam = keras.optimizers.Adam(learning_rate=1e-3)\n",
    "    print(type(opt_sgd).__name__, float(opt_sgd.learning_rate), \"|\", type(opt_adam).__name__, float(opt_adam.learning_rate))"
   ]
  },
  {
   "cell_type": "markdown",
   "id": "a599fd8f",
   "metadata": {},
   "source": [
    "## 4. 基準 B：資料擴增＋Dropout＋class_weight＋callbacks\n",
    "同樣的小 CNN，這次加上：\n",
    "\n",
    "- **資料擴增**：`RandomFlip(\"horizontal\")`、`RandomRotation`、`RandomZoom`。只做左右翻轉，**不做上下翻轉**——超音波的上方是淺層、下方是深層，上下顛倒會產生不存在的影像。擴增層只在訓練時作用，預測時自動關閉。\n",
    "- **Dropout 0.5**：訓練時隨機關掉一半的全連接輸入（第 9 章介紹過）。\n",
    "- **`class_weight`**：惡性只占 27%，讓惡性樣本的錯誤罰得比較重。\n",
    "- **callbacks**：`EarlyStopping`（驗證損失 8 個 epoch 沒進步就停、還原最佳權重）、`ModelCheckpoint`（把最好的模型存成 `.keras`）、`ReduceLROnPlateau`（卡住時把學習率減半）。\n",
    "\n",
    "這一格在 Colab 免費 CPU 上是最慢的幾段之一（數分鐘），**建議開 GPU，也可以跳過**，不影響後面的遷移學習。"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 9,
   "id": "95bf3fac",
   "metadata": {
    "execution": {
     "iopub.execute_input": "2026-10-06T14:15:02.634703Z",
     "iopub.status.busy": "2026-10-06T14:15:02.634357Z",
     "iopub.status.idle": "2026-10-06T14:15:40.948780Z",
     "shell.execute_reply": "2026-10-06T14:15:40.947077Z"
    }
   },
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "class_weight: {0: 0.68, 1: 1.86}\n"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "training time: 36.4 s, ran 25 epochs\n"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "B: CNN + augmentation + class_weight: test AUC 0.853 (95% CI 0.775-0.921) | sensitivity 0.62 | specificity 0.92  (threshold 0.5)\n"
     ]
    }
   ],
   "source": [
    "hist_b = None\n",
    "class_weight = None\n",
    "if keras is not None and data is not None:\n",
    "    n_pos, n_neg = int(y_tr.sum()), int((y_tr == 0).sum())\n",
    "    class_weight = {0: len(y_tr) / (2 * n_neg), 1: len(y_tr) / (2 * n_pos)}\n",
    "    print(\"class_weight:\", {k: round(v, 2) for k, v in class_weight.items()})\n",
    "\n",
    "    ckpt_path = os.path.join(\"data\", \"ch13_cnn_aug_best.keras\")   # saved next to the downloaded data\n",
    "    callbacks = [\n",
    "        keras.callbacks.EarlyStopping(monitor=\"val_loss\", patience=8, restore_best_weights=True),\n",
    "        keras.callbacks.ModelCheckpoint(ckpt_path, monitor=\"val_loss\", save_best_only=True),\n",
    "        keras.callbacks.ReduceLROnPlateau(monitor=\"val_loss\", factor=0.5, patience=4, min_lr=1e-5),\n",
    "    ]\n",
    "\n",
    "    keras.utils.set_random_seed(RS)\n",
    "    model_b = small_cnn(augment=True, dropout=0.5)\n",
    "    model_b.compile(optimizer=keras.optimizers.Adam(learning_rate=1e-3),\n",
    "                    loss=\"binary_crossentropy\", metrics=[keras.metrics.AUC(name=\"auc\")])\n",
    "    t = time.time()\n",
    "    hist_b = model_b.fit(Xg_tr, y_tr, validation_data=(Xg_va, y_va), epochs=25, batch_size=32,\n",
    "                         class_weight=class_weight, callbacks=callbacks, verbose=0)\n",
    "    print(f\"training time: {time.time() - t:.1f} s, ran {len(hist_b.history['loss'])} epochs\")\n",
    "    report(\"B: CNN + augmentation + class_weight\", y_te, batched(model_b, Xg_te).ravel())\n",
    "else:\n",
    "    print(\"Skipped: Keras or the dataset is not available.\")"
   ]
  },
  {
   "cell_type": "markdown",
   "id": "8d20d004",
   "metadata": {},
   "source": [
    "`ModelCheckpoint` 存下的 `.keras` 檔可以直接讀回來用，例如交給別人或下次繼續訓練："
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 10,
   "id": "a6554b19",
   "metadata": {
    "execution": {
     "iopub.execute_input": "2026-10-06T14:15:40.953712Z",
     "iopub.status.busy": "2026-10-06T14:15:40.953293Z",
     "iopub.status.idle": "2026-10-06T14:15:41.535599Z",
     "shell.execute_reply": "2026-10-06T14:15:41.534351Z"
    }
   },
   "outputs": [
    {
     "data": {
      "image/png": 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",
      "text/plain": [
       "<Figure size 1000x360 with 2 Axes>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "reloaded from data/ch13_cnn_aug_best.keras -> 285,569 parameters\n"
     ]
    }
   ],
   "source": [
    "if hist_b is not None:\n",
    "    plot_history(hist_b, \"B (augmentation + class_weight)\")\n",
    "    reloaded = keras.models.load_model(ckpt_path)\n",
    "    print(\"reloaded from\", ckpt_path, \"->\", f\"{reloaded.count_params():,}\", \"parameters\")"
   ]
  },
  {
   "cell_type": "markdown",
   "id": "9c162859",
   "metadata": {},
   "source": [
    "## 5. 遷移學習 3a：凍結的 MobileNetV2 當特徵擷取器\n",
    "`keras.applications.MobileNetV2(weights=\"imagenet\")` 會下載在 ImageNet（一般照片，不是醫學影像）上預訓練的權重（約 9 MB，存在 `~/.keras/models/`）。權重由 Keras 官方提供，授權條款以官方為準；ImageNet 本身的使用條款限非商業研究與教育用途。\n",
    "\n",
    "做法：灰階複製成 3 個通道 → `preprocess_input` 縮放到 −1～1 → 骨幹（`include_top=False`）把每張 128×128 影像變成 4×4×1,280 的特徵圖，再平均成 **1,280 個數字** → 接第 4 章的**邏輯迴歸**。骨幹完全不訓練。\n",
    "\n",
    "為了等一下微調時省時間，我們把骨幹切成兩段：**下段**（到倒數第二個區塊）只算一次、把結果存起來；**上段**（最後一個區塊＋最後一層卷積，共 11 層）之後再決定要不要訓練。"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 11,
   "id": "1c78a0d3",
   "metadata": {
    "execution": {
     "iopub.execute_input": "2026-10-06T14:15:41.539533Z",
     "iopub.status.busy": "2026-10-06T14:15:41.539216Z",
     "iopub.status.idle": "2026-10-06T14:15:43.166511Z",
     "shell.execute_reply": "2026-10-06T14:15:43.164847Z"
    }
   },
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "MobileNetV2 loaded: 2,257,984 parameters, 154 layers\n"
     ]
    }
   ],
   "source": [
    "base = None\n",
    "if keras is not None and data is not None:\n",
    "    from keras.applications import mobilenet_v2\n",
    "\n",
    "    def to_rgb(X_):\n",
    "        return mobilenet_v2.preprocess_input(np.repeat(X_[..., None], 3, axis=-1).astype(\"float32\"))\n",
    "\n",
    "    Xr_tr, Xr_va, Xr_te = to_rgb(X_tr), to_rgb(X_va), to_rgb(X_te)\n",
    "    keras.utils.set_random_seed(RS)\n",
    "    try:\n",
    "        base = keras.applications.MobileNetV2(input_shape=(128, 128, 3), include_top=False, weights=\"imagenet\")\n",
    "        print(\"MobileNetV2 loaded:\", f\"{base.count_params():,}\", \"parameters,\", len(base.layers), \"layers\")\n",
    "    except Exception as e:\n",
    "        print(\"Could not download the ImageNet weights for MobileNetV2:\", repr(e))\n",
    "        print(\"Check your internet connection (weights come from storage.googleapis.com) and re-run this cell.\")\n",
    "else:\n",
    "    print(\"Skipped: Keras or the dataset is not available.\")"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 12,
   "id": "483a8c2e",
   "metadata": {
    "execution": {
     "iopub.execute_input": "2026-10-06T14:15:43.170945Z",
     "iopub.status.busy": "2026-10-06T14:15:43.170504Z",
     "iopub.status.idle": "2026-10-06T14:15:55.081153Z",
     "shell.execute_reply": "2026-10-06T14:15:55.079984Z"
    }
   },
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "feature extraction: 11.9 s | cached lower output (546, 4, 4, 160) | features (546, 1280)\n"
     ]
    }
   ],
   "source": [
    "TOP_LAYERS = [\"block_16_expand\", \"block_16_expand_BN\", \"block_16_expand_relu\",\n",
    "              \"block_16_depthwise\", \"block_16_depthwise_BN\", \"block_16_depthwise_relu\",\n",
    "              \"block_16_project\", \"block_16_project_BN\", \"Conv_1\", \"Conv_1_bn\", \"out_relu\"]\n",
    "\n",
    "def split_backbone(b):\n",
    "    \"\"\"Split MobileNetV2 into a lower part (computed once) and the last block (may be fine-tuned).\"\"\"\n",
    "    lower = keras.Model(b.input, b.get_layer(\"block_15_add\").output)\n",
    "    z_in = keras.Input(shape=lower.output.shape[1:])\n",
    "    x = z_in\n",
    "    for name in TOP_LAYERS:                      # re-use the same layers (shared weights)\n",
    "        x = b.get_layer(name)(x)\n",
    "    return lower, keras.Model(z_in, x, name=\"upper\")\n",
    "\n",
    "if base is not None:\n",
    "    lower, upper = split_backbone(base)\n",
    "    t = time.time()\n",
    "    Z_tr, Z_va, Z_te = batched(lower, Xr_tr), batched(lower, Xr_va), batched(lower, Xr_te)\n",
    "    M_tr, M_va, M_te = batched(upper, Z_tr), batched(upper, Z_va), batched(upper, Z_te)  # 4x4x1280 maps\n",
    "    F_tr, F_te = M_tr.mean(axis=(1, 2)), M_te.mean(axis=(1, 2))   # global average pooling -> 1,280 features\n",
    "    print(f\"feature extraction: {time.time() - t:.1f} s | cached lower output {Z_tr.shape} | features {F_tr.shape}\")"
   ]
  },
  {
   "cell_type": "markdown",
   "id": "90abfefc",
   "metadata": {},
   "source": [
    "拿 1,280 個特徵接邏輯迴歸。（`np.errstate` 只是把 macOS 上 NumPy 矩陣乘法偶爾誤報的浮點警告關掉，結果不受影響；在 Colab 上不會出現。）"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 13,
   "id": "170c37c4",
   "metadata": {
    "execution": {
     "iopub.execute_input": "2026-10-06T14:15:55.084726Z",
     "iopub.status.busy": "2026-10-06T14:15:55.084486Z",
     "iopub.status.idle": "2026-10-06T14:15:57.153926Z",
     "shell.execute_reply": "2026-10-06T14:15:57.152616Z"
    }
   },
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "C1: frozen MobileNetV2 + logistic regression: test AUC 0.915 (95% CI 0.860-0.962) | sensitivity 0.67 | specificity 0.96  (threshold 0.5)\n"
     ]
    }
   ],
   "source": [
    "if base is not None:\n",
    "    from sklearn.pipeline import make_pipeline\n",
    "    from sklearn.preprocessing import StandardScaler\n",
    "    from sklearn.linear_model import LogisticRegression\n",
    "\n",
    "    clf = make_pipeline(StandardScaler(), LogisticRegression(C=0.1, max_iter=2000))\n",
    "    with np.errstate(divide=\"ignore\", over=\"ignore\", invalid=\"ignore\"):\n",
    "        clf.fit(F_tr, y_tr)\n",
    "        p_c1 = clf.predict_proba(F_te)[:, 1]\n",
    "    report(\"C1: frozen MobileNetV2 + logistic regression\", y_te, p_c1)"
   ]
  },
  {
   "cell_type": "markdown",
   "id": "3c98b3b6",
   "metadata": {},
   "source": [
    "## 6. 遷移學習 3b：微調（fine-tuning）最後一個區塊\n",
    "分兩階段：\n",
    "\n",
    "1. **凍結整個骨幹**，只訓練新接上的分類頭（全域平均池化 → Dropout → 1 個輸出）。骨幹不動，所以直接拿第 5 節算好的 4×4×1,280 特徵圖來訓練。\n",
    "2. **解凍上段的卷積層**（批次正規化層維持凍結），用較小的學習率（`1e-4`）一起微調。批次正規化層用 `training=False` 呼叫並保持凍結，避免小批次的統計量把預訓練的平均數與變異數洗掉。\n",
    "\n",
    "因為下段的輸出已經存好，每個 epoch 只需要算上段，CPU 也跑得動。代價是：**這種做法沒辦法同時做資料擴增**（擴增會改變輸入影像，下段就得每次重算）。想要「擴增＋解凍更多層」的完整微調，建議開 GPU。\n",
    "\n",
    "分類頭最後一層輸出 logit（還沒經過 sigmoid），等一下 Grad-CAM 要用。"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 14,
   "id": "a1646a8d",
   "metadata": {
    "execution": {
     "iopub.execute_input": "2026-10-06T14:15:57.159537Z",
     "iopub.status.busy": "2026-10-06T14:15:57.158030Z",
     "iopub.status.idle": "2026-10-06T14:16:19.946141Z",
     "shell.execute_reply": "2026-10-06T14:16:19.944875Z"
    }
   },
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "stage 1 trainable parameters (head only): 1,281\n"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "stage 2 trainable parameters: 880,321 of 2,259,265\n",
      "fine-tuning time: 21.2 s (stage 1: 20 epochs, stage 2: 10 epochs)\n"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "C2: fine-tuned MobileNetV2 (last block): test AUC 0.935 (95% CI 0.887-0.973) | sensitivity 0.86 | specificity 0.88  (threshold 0.5)\n"
     ]
    }
   ],
   "source": [
    "def make_head():\n",
    "    return keras.Sequential([keras.Input(shape=(4, 4, 1280)),\n",
    "                             keras.layers.GlobalAveragePooling2D(),\n",
    "                             keras.layers.Dropout(0.3),\n",
    "                             keras.layers.Dense(1, name=\"logit\")], name=\"head\")\n",
    "\n",
    "model_c = None\n",
    "if base is not None:\n",
    "    keras.utils.set_random_seed(RS)\n",
    "    head = make_head()\n",
    "    z_in = keras.Input(shape=Z_tr.shape[1:])\n",
    "    model_c = keras.Model(z_in, keras.layers.Activation(\"sigmoid\")(head(upper(z_in, training=False))))\n",
    "    es = lambda: keras.callbacks.EarlyStopping(monitor=\"val_auc\", mode=\"max\", patience=5, restore_best_weights=True)\n",
    "    t = time.time()\n",
    "\n",
    "    # stage 1: frozen backbone -> train the head only, on the cached 4x4x1280 feature maps\n",
    "    head.compile(optimizer=keras.optimizers.Adam(learning_rate=1e-3),\n",
    "                 loss=keras.losses.BinaryCrossentropy(from_logits=True),\n",
    "                 metrics=[keras.metrics.AUC(name=\"auc\", from_logits=True)])\n",
    "    h1 = head.fit(M_tr, y_tr, validation_data=(M_va, y_va), epochs=30, batch_size=32,\n",
    "                  class_weight=class_weight, callbacks=[es()], verbose=0)\n",
    "    print(f\"stage 1 trainable parameters (head only): {head.count_params():,}\")\n",
    "\n",
    "    # stage 2: unfreeze the conv layers of the last block (BatchNorm stays frozen), smaller learning rate\n",
    "    upper.trainable = True\n",
    "    for layer in upper.layers:\n",
    "        if isinstance(layer, keras.layers.BatchNormalization):\n",
    "            layer.trainable = False\n",
    "    model_c.compile(optimizer=keras.optimizers.Adam(learning_rate=1e-4), loss=\"binary_crossentropy\",\n",
    "                    metrics=[keras.metrics.AUC(name=\"auc\")])\n",
    "    h2 = model_c.fit(Z_tr, y_tr, validation_data=(Z_va, y_va), epochs=10, batch_size=32,\n",
    "                     class_weight=class_weight, callbacks=[es()], verbose=0)\n",
    "    print(f\"stage 2 trainable parameters: {sum(int(np.prod(w.shape)) for w in model_c.trainable_weights):,}\"\n",
    "          f\" of {base.count_params() + head.count_params():,}\")\n",
    "    print(f\"fine-tuning time: {time.time() - t:.1f} s \"\n",
    "          f\"(stage 1: {len(h1.history['loss'])} epochs, stage 2: {len(h2.history['loss'])} epochs)\")\n",
    "    p_c2 = batched(model_c, Z_te).ravel()\n",
    "    report(\"C2: fine-tuned MobileNetV2 (last block)\", y_te, p_c2)\n",
    "else:\n",
    "    print(\"Skipped: needs the pretrained MobileNetV2 from section 5.\")"
   ]
  },
  {
   "cell_type": "markdown",
   "id": "56c7085c",
   "metadata": {},
   "source": [
    "### 三方對照\n",
    "把所有做法的測試集結果放在一起。請注意信賴區間的寬度：測試集只有 156 張，彼此重疊的區間代表**差距未必有意義**。"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 15,
   "id": "d7963788",
   "metadata": {
    "execution": {
     "iopub.execute_input": "2026-10-06T14:16:19.949097Z",
     "iopub.status.busy": "2026-10-06T14:16:19.948807Z",
     "iopub.status.idle": "2026-10-06T14:16:20.088126Z",
     "shell.execute_reply": "2026-10-06T14:16:20.087046Z"
    }
   },
   "outputs": [
    {
     "data": {
      "image/png": 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",
      "text/plain": [
       "<Figure size 800x360 with 1 Axes>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "A: CNN from scratch                           AUC 0.888 (0.829-0.939)  sens 0.52  spec 0.95\n",
      "B: CNN + augmentation + class_weight          AUC 0.853 (0.775-0.921)  sens 0.62  spec 0.92\n",
      "C1: frozen MobileNetV2 + logistic regression  AUC 0.915 (0.860-0.962)  sens 0.67  spec 0.96\n",
      "C2: fine-tuned MobileNetV2 (last block)       AUC 0.935 (0.887-0.973)  sens 0.86  spec 0.88\n"
     ]
    }
   ],
   "source": [
    "if results:\n",
    "    names = list(results)\n",
    "    auc = np.array([results[n][\"auc\"] for n in names])\n",
    "    err = np.array([[results[n][\"auc\"] - results[n][\"lo\"], results[n][\"hi\"] - results[n][\"auc\"]] for n in names]).T\n",
    "    fig, ax = plt.subplots(figsize=(8, 0.6 * len(names) + 1.2))\n",
    "    ax.errorbar(auc, range(len(names)), xerr=err, fmt=\"o\", color=\"#00897B\", capsize=4)\n",
    "    ax.set_yticks(range(len(names)), names)\n",
    "    ax.invert_yaxis()\n",
    "    ax.axvline(0.5, color=\"grey\", ls=\"--\", lw=1)\n",
    "    ax.set_xlim(0.4, 1.0)\n",
    "    ax.set_xlabel(\"test AUC (95% bootstrap CI), n = 156\")\n",
    "    plt.tight_layout()\n",
    "    plt.show()\n",
    "    for n in names:\n",
    "        r = results[n]\n",
    "        print(f\"{n:45s} AUC {r['auc']:.3f} ({r['lo']:.3f}-{r['hi']:.3f})  sens {r['sens']:.2f}  spec {r['spec']:.2f}\")"
   ]
  },
  {
   "cell_type": "markdown",
   "id": "c0a4a23e",
   "metadata": {},
   "source": [
    "## 7. Grad-CAM：模型在看哪裡？\n",
    "Grad-CAM 的步驟：\n",
    "\n",
    "1. 取骨幹最後一層卷積的特徵圖（128×128 輸入時只有 **4×4** 格、1,280 個通道）。\n",
    "2. 算「惡性 logit 對每個通道的梯度」，在空間上取平均，當作每個通道的重要性權重。\n",
    "3. 用權重把 1,280 張特徵圖加總、只留正值（ReLU），再放大回 128×128 疊在原圖上。\n",
    "\n",
    "注意第 1 步：熱圖本質上只有 4×4 的解析度，看起來平滑是因為被內插放大了。"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 16,
   "id": "9d96cba6",
   "metadata": {
    "execution": {
     "iopub.execute_input": "2026-10-06T14:16:20.091897Z",
     "iopub.status.busy": "2026-10-06T14:16:20.091578Z",
     "iopub.status.idle": "2026-10-06T14:16:22.175675Z",
     "shell.execute_reply": "2026-10-06T14:16:22.174096Z"
    }
   },
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "test indices shown: [0, 6, 1, 3] (last one is a misclassified case)\n"
     ]
    },
    {
     "data": {
      "image/png": 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",
      "text/plain": [
       "<Figure size 1200x340 with 4 Axes>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    }
   ],
   "source": [
    "def grad_cam(lower_m, upper_m, head_m, x):\n",
    "    \"\"\"x: one preprocessed image (128, 128, 3). Returns (heatmap 128x128 in [0, 1], probability).\"\"\"\n",
    "    z = lower_m(x[None], training=False)\n",
    "    with tf.GradientTape() as tape:\n",
    "        fmap = upper_m(z, training=False)        # (1, 4, 4, 1280)\n",
    "        tape.watch(fmap)\n",
    "        logit = head_m(fmap, training=False)     # (1, 1), before sigmoid\n",
    "    grads = tape.gradient(logit, fmap)[0]        # (4, 4, 1280)\n",
    "    channel_w = tf.reduce_mean(grads, axis=(0, 1))\n",
    "    cam = tf.nn.relu(tf.reduce_sum(fmap[0] * channel_w, axis=-1))\n",
    "    cam = cam / (tf.reduce_max(cam) + 1e-8)\n",
    "    cam = tf.image.resize(cam[..., None], (128, 128), method=\"bilinear\")[..., 0]\n",
    "    return cam.numpy(), float(tf.sigmoid(logit)[0, 0])\n",
    "\n",
    "def show_cams(parts, indices, title):\n",
    "    fig, axes = plt.subplots(1, len(indices), figsize=(3 * len(indices), 3.4))\n",
    "    for ax, i in zip(axes, indices):\n",
    "        cam, p = grad_cam(*parts, Xr_te[i])\n",
    "        ax.imshow(X_te[i], cmap=\"gray\")\n",
    "        ax.imshow(cam, cmap=\"jet\", alpha=0.4)\n",
    "        ax.set_title(f\"true: {'malig.' if y_te[i] else 'benign'} | p={p:.2f}\", fontsize=9)\n",
    "        ax.axis(\"off\")\n",
    "    fig.suptitle(title)\n",
    "    plt.tight_layout()\n",
    "    plt.show()\n",
    "\n",
    "if model_c is not None:\n",
    "    pred = (p_c2 >= 0.5).astype(int)\n",
    "    tp_idx = np.where((y_te == 1) & (pred == 1))[0][:2]\n",
    "    tn_idx = np.where((y_te == 0) & (pred == 0))[0][:1]\n",
    "    err_idx = np.where(y_te != pred)[0][:1]\n",
    "    picks = np.concatenate([tp_idx, tn_idx, err_idx])\n",
    "    print(\"test indices shown:\", picks.tolist(), \"(last one is a misclassified case)\")\n",
    "    show_cams((lower, upper, head), picks, \"Grad-CAM, fine-tuned MobileNetV2\")\n",
    "else:\n",
    "    print(\"Skipped: needs the fine-tuned model from section 6.\")"
   ]
  },
  {
   "cell_type": "markdown",
   "id": "6ed1043f",
   "metadata": {},
   "source": [
    "### 健全性檢查（sanity check）：換成隨機權重，熱圖還一樣嗎？\n",
    "Adebayo 等人（2018）提出：如果把模型的權重換成隨機數字，解釋方法產生的圖**應該要明顯改變**；若幾乎不變，代表那張圖反映的多半是影像本身的邊緣與亮度，而不是模型學到的東西。下面用同樣架構、但**完全沒訓練過的隨機權重**模型做一次，並計算兩組熱圖的相關係數。"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 17,
   "id": "a816d5f7",
   "metadata": {
    "execution": {
     "iopub.execute_input": "2026-10-06T14:16:22.183824Z",
     "iopub.status.busy": "2026-10-06T14:16:22.183360Z",
     "iopub.status.idle": "2026-10-06T14:16:26.719870Z",
     "shell.execute_reply": "2026-10-06T14:16:26.718384Z"
    }
   },
   "outputs": [
    {
     "data": {
      "image/png": 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",
      "text/plain": [
       "<Figure size 1200x340 with 4 Axes>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "correlation between trained and random-weight heatmaps: [ 0.22 -0.77  0.16  0.23]\n"
     ]
    }
   ],
   "source": [
    "if model_c is not None:\n",
    "    keras.utils.set_random_seed(RS)\n",
    "    base_r = keras.applications.MobileNetV2(input_shape=(128, 128, 3), include_top=False, weights=None)\n",
    "    lower_r, upper_r = split_backbone(base_r)\n",
    "    parts_r = (lower_r, upper_r, make_head())          # same architecture, random weights\n",
    "    show_cams(parts_r, picks, \"Grad-CAM, random (untrained) weights\")\n",
    "    corrs = [np.corrcoef(grad_cam(lower, upper, head, Xr_te[i])[0].ravel(),\n",
    "                         grad_cam(*parts_r, Xr_te[i])[0].ravel())[0, 1] for i in picks]\n",
    "    print(\"correlation between trained and random-weight heatmaps:\", np.round(corrs, 2))"
   ]
  },
  {
   "cell_type": "markdown",
   "id": "13681548",
   "metadata": {},
   "source": [
    "解讀提醒：\n",
    "\n",
    "- 相關係數接近 0 或為負，代表熱圖確實隨權重改變，Grad-CAM 在這裡**通過**了這項檢查；若接近 1，就要懷疑熱圖只是在描邊。但通過檢查只代表熱圖「跟模型有關」，**不代表模型看對地方，更不代表推理正確**。\n",
    "- 熱圖落在腫塊上，只說明「哪些區域對這次輸出影響最大」；熱圖落在影像邊框、文字、測量標記上，反而是抓**捷徑學習**（shortcut learning）的好線索。\n",
    "- 4×4 的原始解析度很粗，小病灶的定位本來就做不準。\n",
    "\n",
    "## 8. 動手試試\n",
    "\n",
    "1. **擴增強度**：把 `small_cnn` 的 `RandomRotation(0.05)` 改成 `0.25`，或加上 `RandomFlip(\"vertical\")`，B 的測試 AUC 怎麼變？上下翻轉在超音波上合理嗎？\n",
    "2. **批次正規化**：B 改用 `small_cnn(augment=True, batchnorm=True, dropout=0.5)`，並把 `epochs` 加到 50。觀察驗證損失在前幾十個 epoch 的走勢——小資料、小批次時，批次正規化不一定讓訓練更穩。\n",
    "3. **換骨幹**：把 MobileNetV2 換成 `keras.applications.EfficientNetB0`（它的 `preprocess_input` 不做縮放，輸入 0～255 即可；最後一層名稱也不同，先只做第 5 節的特徵擷取），比較特徵擷取＋邏輯迴歸的 AUC。\n",
    "4. **拆解 B 的貢獻**：B 同時加了擴增、Dropout、`class_weight` 三件事。一次只拿掉一項，看看敏感度與特異度怎麼變（測試集很小，記得看信賴區間）。"
   ]
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  {
   "cell_type": "code",
   "execution_count": 18,
   "id": "ea6b68cc",
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     "iopub.execute_input": "2026-10-06T14:16:26.722923Z",
     "iopub.status.busy": "2026-10-06T14:16:26.722707Z",
     "iopub.status.idle": "2026-10-06T14:16:26.727639Z",
     "shell.execute_reply": "2026-10-06T14:16:26.725910Z"
    }
   },
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "total notebook run time: 109 s\n"
     ]
    }
   ],
   "source": [
    "print(f\"total notebook run time: {time.time() - T0:.0f} s\")"
   ]
  }
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