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+{
+ "cells": [
+  {
+   "cell_type": "markdown",
+   "metadata": {},
+   "source": [
+    "# Mildred Arias\n",
+    "#### mildarias181@gmail.com"
+   ]
+  },
+  {
+   "cell_type": "markdown",
+   "metadata": {},
+   "source": [
+    "## Ejercicio\n",
+    "Se dispone de un archivo de texto (poblacion.csv) con valores en un arreglo de dimensión 101,101.\n",
+    "Los valores posibles del arreglo son los enteros del 0 al 3. Cada valor corresponderá con un estado de una célula presente en el sitio. \n",
+    "\n",
+    "Este arreglo podría estar relacionado con una simulación usando un modelo de Potts celular.\n",
+    "\n",
+    "En el caso de interés los valores tienen la siguiente interpretación:\n",
+    "\n",
+    "* 0: no hay célula (médio intracelular)\n",
+    "* 1: célula aireada\n",
+    "* 2: célula hipóxica\n",
+    "* 3: célula muerta\n",
+    "\n",
+    "El objetivo de este ejercicio es simular el efecto de la radiación sobre este conjunto de células, usando un modelo de blanco simple.\n",
+    "\n",
+    "### Modelo de blanco múltiple:\n",
+    "La probabilidad de daño a una determinada célula es $P(D)=1-e^{-D/D_0}$, donde $D_0=1$ Gy para las células tipo 1 y $Do=5$ Gy para las células tipo 2.\n",
+    "\n",
+    "### Instrucciones\n",
+    "* Represente gráficamente los datos del archivo, de forma que se pueda visualizar en que zona se encuentra cada tipo de célula.\n",
+    "* Simule la aplicación de diferentes dosis a réplicas de su población de prueba en un rango de 1 a 25 Gy. Utilice el modelo proporcionado para decidir si cada célula sobrevive o muere. Tome en cuenta:\n",
+    "    * Suponga que la dosis es uniforme sobre todo el arreglo. Cada sitio recibe una dosis idéntica.\n",
+    "    * El estado final de cada célula luego de la irradiación con una dosis $D$ es el resultado de un ensayo de Bernoulli con probabilidades $P(D)$ (célula muere) y $1-P(D)$ (célula sobrevive).\n",
+    "* Calcule la fracción de supervivencia en cada caso, tabule y grafique $\\ln(S)$ en función de $D$\n",
+    "* Indique qué propiedad de la curva resultante evidencia la resistencia diferencial de las sub poblaciones 1 y 2.\n",
+    "* Tabule y grafique la proporción de células sobrevivientes tipo 2 con respecto al total de células sobrevivientes tipo 1 y 2 en función de la dosis.\n",
+    "* Usted puede usar esta hoja para desarrollar la respuesta o cualquier otra herramienta a su alcance, siempre que el resultado sea razonablemente reproducible.\n",
+    "\n",
+    "Este ejercicio está inspirado ligerísimamente en el caso de irradiación _in vivo_ estudiado en:  \n",
+    "POWERS, W., TOLMACH, L. A Multicomponent X-ray Survival Curve for Mouse Lymphosarcoma Cells irradiated in vivo. Nature 197, 710–711 (1963). https://doi.org/10.1038/197710b0"
+   ]
+  },
+  {
+   "cell_type": "markdown",
+   "metadata": {},
+   "source": [
+    "## Desarrollo:"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 1,
+   "metadata": {},
+   "outputs": [],
+   "source": [
+    "from pandas import read_csv\n",
+    "import matplotlib.pyplot as plt\n",
+    "import numpy as np\n",
+    "import random"
+   ]
+  },
+  {
+   "cell_type": "markdown",
+   "metadata": {},
+   "source": [
+    "#### 1. Representación gráfica los datos del archivo. Zona donde se encuentra cada tipo de célula."
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 2,
+   "metadata": {},
+   "outputs": [
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+      ]
+     },
+     "execution_count": 2,
+     "metadata": {},
+     "output_type": "execute_result"
+    }
+   ],
+   "source": [
+    "df = read_csv('poblacion.csv',header=None)\n",
+    "df"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 3,
+   "metadata": {},
+   "outputs": [
+    {
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\n",
+      "text/plain": [
+       "<Figure size 648x504 with 2 Axes>"
+      ]
+     },
+     "metadata": {
+      "needs_background": "light"
+     },
+     "output_type": "display_data"
+    }
+   ],
+   "source": [
+    "plt.figure(figsize=(9,7))\n",
+    "plt.imshow(df, cmap='viridis')\n",
+    "plt.colorbar()\n",
+    "plt.title('Zonas donde se encuentra cada tipo de célula.')\n",
+    "plt.show()"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 4,
+   "metadata": {},
+   "outputs": [],
+   "source": [
+    "DF = np.array(df)"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 5,
+   "metadata": {},
+   "outputs": [],
+   "source": [
+    "def P(D,D0):\n",
+    "    return 1-np.exp(-D/D0)"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 6,
+   "metadata": {},
+   "outputs": [
+    {
+     "data": {
+      "image/png": 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\n",
+      "text/plain": [
+       "<Figure size 432x288 with 1 Axes>"
+      ]
+     },
+     "metadata": {
+      "needs_background": "light"
+     },
+     "output_type": "display_data"
+    }
+   ],
+   "source": [
+    "D = np.arange(0,25,1)\n",
+    "plt.plot(D, [P(i,1)*100 for i in D],'-s',label='D0=1')\n",
+    "plt.plot(D, [P(i,5)*100 for i in D],'-s',label='D0=5')\n",
+    "plt.xlabel('Dosis')\n",
+    "plt.ylabel('Probabilidad de muerte')\n",
+    "plt.legend()\n",
+    "plt.show()"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 7,
+   "metadata": {},
+   "outputs": [],
+   "source": [
+    "x,y = DF.shape\n",
+    "tp1 = np.zeros([len(D)])\n",
+    "tp2 = np.zeros([len(D)]) \n",
+    "tpt1 = np.zeros([len(D)]) \n",
+    "tpt2 = np.zeros([len(D)]) \n",
+    "tp3 = np.zeros([len(D)]) \n",
+    "berno = np.zeros([len(D),x,y])"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 8,
+   "metadata": {},
+   "outputs": [
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "[5118. 5118. 5118. 5118. 5118. 5118. 5118. 5118. 5118. 5118. 5118. 5118.\n",
+      " 5118. 5118. 5118. 5118. 5118. 5118. 5118. 5118. 5118. 5118. 5118. 5118.\n",
+      " 5118.]\n"
+     ]
+    }
+   ],
+   "source": [
+    "for i in range(0,len(D),1): \n",
+    "    for j in range(0,x,1): \n",
+    "            for k in range(0,y,1):  \n",
+    "                if DF[j,k] == 1:\n",
+    "                    tp1[i] = tp1[i]+1 \n",
+    "                    tpt1[i] = tpt1[i]+1 #celulas total tipo 1\n",
+    "                    berno[i,j,k] = DF[j,k] \n",
+    "                    if random.uniform(0, 1) < P(i+1,1): \n",
+    "                        berno[i,j,k] = 3 \n",
+    "                        tp3[i] = tp3[i]+1 \n",
+    "                        tp1[i] = tp1[i]-1 \n",
+    "                elif DF[j,k] == 2:\n",
+    "                    tp2[i] = tp2[i]+1\n",
+    "                    tpt2[i] = tpt2[i]+1 #celulas total tipo 2\n",
+    "                    berno[i,j,k] = DF[j,k]\n",
+    "                    if random.uniform(0, 1) < P(i+1,5):\n",
+    "                        berno[i,j,k] = 3\n",
+    "                        tp3[i] = tp3[i]+1\n",
+    "                        tp2[i] = tp2[i]-1\n",
+    "                elif DF[j,k] == 3:\n",
+    "                    tp3[i] = tp3[i]+1\n",
+    "                    berno[i,j,k] = DF[j,k]\n",
+    "total=tpt1+tpt2\n",
+    "print(total)"
+   ]
+  },
+  {
+   "cell_type": "markdown",
+   "metadata": {},
+   "source": [
+    "Daño celular para distintos D "
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 9,
+   "metadata": {},
+   "outputs": [
+    {
+     "data": {
+      "image/png": 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\n",
+      "text/plain": [
+       "<Figure size 1080x576 with 30 Axes>"
+      ]
+     },
+     "metadata": {
+      "needs_background": "light"
+     },
+     "output_type": "display_data"
+    }
+   ],
+   "source": [
+    "# Representación de las 15 Dosis\n",
+    "plt.figure(figsize=(15,8))\n",
+    "\n",
+    "for i in range(0,15,1):\n",
+    "    plt.subplot(3, 5, i+1)\n",
+    "    plt.imshow(berno[i,:,:], cmap='viridis')\n",
+    "    plt.title('Daño celular, D=%i' %(i+1))\n",
+    "    plt.colorbar()"
+   ]
+  },
+  {
+   "cell_type": "markdown",
+   "metadata": {},
+   "source": [
+    "fracción de supervivencia en cada caso de D"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 10,
+   "metadata": {},
+   "outputs": [
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "Supervivencia:  [0.33411489 0.12172724 0.04337632 0.01641266 0.00605705 0.00156311\n",
+      " 0.00136772 0.00039078 0.         0.         0.         0.\n",
+      " 0.         0.         0.         0.         0.         0.\n",
+      " 0.         0.         0.         0.         0.         0.\n",
+      " 0.        ]\n",
+      "Supervivencia:  [0.0961313 0.0961313 0.0961313 0.0961313 0.0961313 0.0961313 0.0961313\n",
+      " 0.0961313 0.0961313 0.0961313 0.0961313 0.0961313 0.0961313 0.0961313\n",
+      " 0.0961313 0.0961313 0.0961313 0.0961313 0.0961313 0.0961313 0.0961313\n",
+      " 0.0961313 0.0961313 0.0961313 0.0961313]\n"
+     ]
+    }
+   ],
+   "source": [
+    "S1 = tp1/(tpt1 + tpt2)\n",
+    "S2 = tpt2/(tpt1 + tpt2)\n",
+    "print('Supervivencia: ',S1)\n",
+    "print('Supervivencia: ',S2)"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 11,
+   "metadata": {},
+   "outputs": [
+    {
+     "data": {
+      "image/png": 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\n",
+      "text/plain": [
+       "<Figure size 720x504 with 1 Axes>"
+      ]
+     },
+     "metadata": {
+      "needs_background": "light"
+     },
+     "output_type": "display_data"
+    }
+   ],
+   "source": [
+    "D = np.arange(0,25,1)\n",
+    "D1=1\n",
+    "D2=5\n",
+    "SD1 = S1*np.exp(-D/D1)\n",
+    "SD2 = S2*np.exp(-D/D2)\n",
+    "\n",
+    "S = (SD1 + SD2)\n",
+    "\n",
+    "plt.figure(figsize=(10,7))\n",
+    "plt.plot(D, np.log(S), '-or')\n",
+    "plt.title('Ln (S) vs DI')\n",
+    "plt.xlabel('Dosis')\n",
+    "plt.ylabel('Ln (Fracción de Supervivencia)')\n",
+    "plt.grid()"
+   ]
+  },
+  {
+   "cell_type": "markdown",
+   "metadata": {},
+   "source": [
+    "En este plot se evidencia la resistencia diferencial de las sub poblaciones 1 y 2. Ocurre un cambio de pendiente a partir del valor de D = 5. Esto es así debido a que la probabilidad de supervivencia de las células tipo 1 es muy baja."
+   ]
+  },
+  {
+   "cell_type": "markdown",
+   "metadata": {},
+   "source": [
+    "##### Proporción de células sobrevivientes tipo 1 y tipo 2"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 12,
+   "metadata": {},
+   "outputs": [
+    {
+     "data": {
+      "text/plain": [
+       "<matplotlib.legend.Legend at 0x7f46f4e40c18>"
+      ]
+     },
+     "execution_count": 12,
+     "metadata": {},
+     "output_type": "execute_result"
+    },
+    {
+     "data": {
+      "image/png": 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\n",
+      "text/plain": [
+       "<Figure size 720x504 with 1 Axes>"
+      ]
+     },
+     "metadata": {
+      "needs_background": "light"
+     },
+     "output_type": "display_data"
+    }
+   ],
+   "source": [
+    "Ptp1 = SD1/(SD1 + SD2)\n",
+    "Ptp2 = SD2/(SD1 + SD2) # Proporción de Células Tipo 2\n",
+    "plt.figure(figsize=(10,7))\n",
+    "plt.plot(D, Ptp1, '-s', label = 'Proporción de Células Tipo 1')\n",
+    "plt.plot(D, Ptp2, '-s', label = 'Proporción de Células Tipo 2')\n",
+    "plt.title('Proporcion de celulas de cada tipo sobrevivientes respecto al total vs dosis irradiada')\n",
+    "plt.xlabel('Dosis')\n",
+    "plt.ylabel('Fracción de Supervivencia')\n",
+    "plt.legend()"
+   ]
+  }
+ ],
+ "metadata": {
+  "kernelspec": {
+   "display_name": "Python 3",
+   "language": "python",
+   "name": "python3"
+  },
+  "language_info": {
+   "codemirror_mode": {
+    "name": "ipython",
+    "version": 3
+   },
+   "file_extension": ".py",
+   "mimetype": "text/x-python",
+   "name": "python",
+   "nbconvert_exporter": "python",
+   "pygments_lexer": "ipython3",
+   "version": "3.7.3"
+  }
+ },
+ "nbformat": 4,
+ "nbformat_minor": 4
+}