{ "cells": [ { "cell_type": "markdown", "id": "64069a0d", "metadata": {}, "source": [ "#
| \n", " | patient_id | \n", "disease_site | \n", "num_beams | \n", "
|---|---|---|---|
| 0 | \n", "Lung_Patient_2 | \n", "Lung | \n", "72 | \n", "
| 1 | \n", "Lung_Patient_3 | \n", "Lung | \n", "72 | \n", "
| 2 | \n", "Lung_Patient_4 | \n", "Lung | \n", "72 | \n", "
| 3 | \n", "Lung_Patient_5 | \n", "Lung | \n", "72 | \n", "
| 4 | \n", "Lung_Patient_6 | \n", "Lung | \n", "72 | \n", "
| \n", " | ID | \n", "gantry_angle | \n", "collimator_angle | \n", "couch_angle | \n", "beam_modality | \n", "energy_MV | \n", "influence_matrix(sparse/full) | \n", "iso_center | \n", "MLC_name | \n", "machine_name | \n", "
|---|---|---|---|---|---|---|---|---|---|---|
| 0 | \n", "0 | \n", "0 | \n", "0 | \n", "0 | \n", "Photon | \n", "6 | \n", "Both | \n", "{'x_mm': 47.79601, 'y_mm': -1.963873, 'z_mm': ... | \n", "VARIAN MILLENIUM 120 | \n", "VARIAN TRUE BEAM | \n", "
| 1 | \n", "1 | \n", "5 | \n", "0 | \n", "0 | \n", "Photon | \n", "6 | \n", "Both | \n", "{'x_mm': 47.79601, 'y_mm': -1.963873, 'z_mm': ... | \n", "VARIAN MILLENIUM 120 | \n", "VARIAN TRUE BEAM | \n", "
| 2 | \n", "2 | \n", "10 | \n", "0 | \n", "0 | \n", "Photon | \n", "6 | \n", "Both | \n", "{'x_mm': 47.79601, 'y_mm': -1.963873, 'z_mm': ... | \n", "VARIAN MILLENIUM 120 | \n", "VARIAN TRUE BEAM | \n", "
| 3 | \n", "3 | \n", "15 | \n", "0 | \n", "0 | \n", "Photon | \n", "6 | \n", "Both | \n", "{'x_mm': 47.79601, 'y_mm': -1.963873, 'z_mm': ... | \n", "VARIAN MILLENIUM 120 | \n", "VARIAN TRUE BEAM | \n", "
| 4 | \n", "4 | \n", "20 | \n", "0 | \n", "0 | \n", "Photon | \n", "6 | \n", "Both | \n", "{'x_mm': 47.79601, 'y_mm': -1.963873, 'z_mm': ... | \n", "VARIAN MILLENIUM 120 | \n", "VARIAN TRUE BEAM | \n", "
| \n", " | name | \n", "volume_cc | \n", "
|---|---|---|
| 0 | \n", "GTV | \n", "33.588580 | \n", "
| 1 | \n", "PTV | \n", "160.546000 | \n", "
| 2 | \n", "ESOPHAGUS | \n", "49.752163 | \n", "
| 3 | \n", "HEART | \n", "982.544900 | \n", "
| 4 | \n", "LUNG_L | \n", "1741.166500 | \n", "
| \n", " | Constraint | \n", "Structure Name | \n", "Limit | \n", "Goal | \n", "Plan Value | \n", "
|---|---|---|---|---|---|
| 0 | \n", "Max Dose | \n", "GTV | \n", "69.0Gy | \n", "66.0Gy | \n", "61.89 | \n",
"
| 1 | \n", "Max Dose | \n", "PTV | \n", "69.0Gy | \n", "66.0Gy | \n", "63.86 | \n",
"
| 2 | \n", "Max Dose | \n", "ESOPHAGUS | \n", "66.0Gy | \n", "\n", " | 60.12 | \n",
"
| 3 | \n", "Mean Dose | \n", "ESOPHAGUS | \n", "34.0Gy | \n", "21.0Gy | \n", "3.38 | \n",
"
| 4 | \n", "V(60.0Gy) | \n", "ESOPHAGUS | \n", "17.0% | \n", "\n", " | 0.05 | \n",
"
| 5 | \n", "Max Dose | \n", "HEART | \n", "66.0Gy | \n", "\n", " | 0.00 | \n",
"
| 6 | \n", "Mean Dose | \n", "HEART | \n", "27.0Gy | \n", "20.0Gy | \n", "0.00 | \n",
"
| 7 | \n", "V(30.0Gy) | \n", "HEART | \n", "50.0% | \n", "\n", " | 0.00 | \n",
"
| 8 | \n", "V(30.0Gy) | \n", "HEART | \n", "\n", " | 48.0% | \n", "0.00 | \n",
"
| 9 | \n", "Max Dose | \n", "LUNG_L | \n", "66.0Gy | \n", "\n", " | 63.86 | \n",
"
| 10 | \n", "Max Dose | \n", "LUNG_R | \n", "66.0Gy | \n", "\n", " | 28.27 | \n",
"
| 11 | \n", "Max Dose | \n", "CORD | \n", "50.0Gy | \n", "48.0Gy | \n", "25.04 | \n",
"
| 12 | \n", "Max Dose | \n", "SKIN | \n", "60.0Gy | \n", "\n", " | 45.35 | \n",
"
| 13 | \n", "Max Dose | \n", "LUNGS_NOT_GTV | \n", "66.0Gy | \n", "\n", " | 63.86 | \n",
"
| 14 | \n", "Mean Dose | \n", "LUNGS_NOT_GTV | \n", "21.0Gy | \n", "20.0Gy | \n", "5.61 | \n",
"
| 15 | \n", "V(20.0Gy) | \n", "LUNGS_NOT_GTV | \n", "37.0% | \n", "\n", " | 11.06 | \n",
"