Upload medbot.py

medbot.py

@@ -0,0 +1,187 @@
+import streamlit as st
+import pickle
+
+# @st.cache(allow_output_mutation=True)
+
+hide_streamlit_style = """
+            <style>
+            #MainMenu {visibility: hidden;}
+            footer {visibility: hidden;}
+            </style>
+            """
+# st.markdown('<center style="opacity: 70%">OR</center>', unsafe_allow_html=True)
+st.markdown(hide_streamlit_style, unsafe_allow_html=True)
+
+st.title('MedicBot')
+w1=0
+w2=0
+w3=0
+
+st.markdown('#### Welcome may I know your symptoms:')
+def default():
+    global w1,w2,w3
+    qq1 = st.selectbox("Feeling dizzy or tierd: ", ('No', 'Yes'))
+    q1=0
+
+    qq2=st.selectbox("Feeling hungry more often than useual: ", ('No', 'Yes'))
+    q2=0
+
+    qq3=st.selectbox("Having a blurryvision recently: ", ('No', 'Yes'))
+    q3=0
+
+    qq4=st.selectbox("Having chest pain",('No', 'Yes'))
+    q4=0
+
+    qq5=st.selectbox("Gender",('Male', 'Female'))
+    q5=0
+
+    qq6=st.selectbox("Asyncronus heart rythm:",('No', 'Yes'))
+    q6=0
+
+    qq7=st.selectbox("Cough?",('No', 'Yes'))
+    q7=0
+
+
+    qq8=st.selectbox("Throat soarness?",('No', 'Yes'))
+    q8=0
+
+    qq9=st.selectbox("Loss in smell or taste?",('No', 'Yes'))
+    q9=0
+    if(st.button('Submit.')):
+        if (qq1 == 'Yes'):
+            q1=1
+        if (qq2=='Yes'):
+            q2=1
+        if (qq3=='Yes'):
+            q3=1
+        if (qq4=='Yes'):
+            q4=1
+        if (qq5=='Female'):
+            q5=1
+        if (qq6=='Yes'):
+            q6=1
+        if (qq7=='Yes'):
+            q7=1
+        if (qq8=='Yes'):
+            q8=1
+        if (qq9=='Yes'):
+            q9=1
+        w1=int(q1)+int(q2)+int(q3)
+        w2=int(q5)+int(q6)+int(q4)
+        w3=int(q7)+int(q8)+int(q9)
+        # pred()
+        
+
+
+def diaques():
+    st.markdown('')
+    a1=st.text_input("Enter the no.of pregnencies : ", "")
+    b1=st.text_input("Enter the blood glucose level (0-200): ", "")
+    c1=st.text_input("Enter the blood pressure (0-125): ", "")
+    d1=st.text_input("Enter the skinthickness: (0-110): ", "")
+    e1=st.text_input("Enter the insulin levels: (0-750): ", "")
+    f1=st.text_input("Enter the BMI (0--): ", "")
+    g1=st.text_input("enter age: ", "")
+    if(st.button('Submit')):
+        a=a1
+        b=b1
+        c=c1
+        d=d1
+        e=e1
+        f=f1
+        g=g1
+        return [a,b,c,d,e,f,g]
+
+# print(diaques())
+
+def coviques():
+    a1=st.text_input("Are you having any breathing problems(0 or 1): ", "")
+    b1=st.text_input("Are you having any fever (0 or 1): ", "")
+    c1=st.text_input("Are you having Dry cough (0 or 1): ", "")
+    d1=st.text_input("Having Sore thoart (0 or 1): ", "")
+    e1=st.text_input("Having Running Nose (0 or 1): ", "")
+    f1=st.text_input("Having Asthma (0 or 1): ", "")
+    g1=st.text_input("Having Headache (0 or 1): ", "")
+    h1=st.text_input("Having Hyper Tension (0 or 1): ", "")
+    i1=st.text_input("Having Fatigue (0 or 1): ", "")
+    j1=st.text_input("recently in contact with any covid patient (0 or 1): ", "")
+    if(st.button('Submit')):
+        a=a1
+        b=b1
+        c=c1
+        d=d1
+        e=e1
+        f=f1
+        g=g1
+        h=h1
+        i=i1
+        j=j1
+        return [a,b,c,d,e,f,g,h,i,j]
+
+def heartattques():
+    a1=st.text_input("Enter age: ", "")
+    b1=st.text_input("Enter Gender (0-F & 1-M): ", "")
+    c1=st.text_input("Enter chest pain level (0,1,2,3): ", "")
+    d1=st.text_input("Enter Resting Blood pressure: ", "")
+    e1=st.text_input("nter blood cholestrol( 125-570): ", "")
+    f1=st.text_input("Fasting blood sugar if >120mg/dl (0 or 1): ", "")
+    g1=st.text_input("Resting ecg (0,1,2): ", "")
+    h1=st.text_input("Max heart rate recorded(bpm): ", "")
+    i1=st.text_input("is there any exercise induced angina(0 or 1): ", "")
+    # j1=st.text_input("recently in contact with any covid patient (0 or 1): ", "")
+    if(st.button('Submit')):
+        a=a1
+        b=b1
+        c=c1
+        d=d1
+        e=e1
+        f=f1
+        g=g1
+        h=h1
+        i=i1
+        # j=j1
+        return [a,b,c,d,e,f,g,h,i]
+
+dlt=[]
+def pred():
+    global w1,w2,w3
+    if max(w1,w2,w3)==w1:
+        lt=diaques()
+        mo=pickle.load(open(r"C:\Users\kumar\Documents\predproj\diab_pred.sav",'rb'))
+        if mo.predict([lt])==1:
+            dlt.append('Diabetes')
+    elif max(w1,w2,w3)==w2:
+        lt=heartattques()
+        mo=pickle.load(open(r"C:\Users\kumar\Documents\predproj\heartatt_pred.sav",'rb'))
+        if mo.predict([lt])==1:
+            dlt.append('Heart attack')
+    elif max(w1,w2,w3)==w3:
+        lt=coviques()
+        mo=pickle.load(open(r"C:\Users\kumar\Documents\predproj\covid_pred.sav",'rb'))
+        if mo.predict([lt])==1:
+            dlt.append('Covid')
+    elif max(w1,w2,w3)==w1 and max(w1,w2,w3)==w2:
+        lt=diaques()
+        mo=pickle.load(open(r"C:\Users\kumar\Documents\predproj\diab_pred.sav",'rb'))
+        if mo.predict([lt])==1:
+            dlt.append('Diabetes')
+        lt=heartattques()
+        mo=pickle.load(open(r"C:\Users\kumar\Documents\predproj\heartatt_pred.sav",'rb'))
+        if mo.predict([lt])==1:
+            dlt.append('Heart attack')
+    elif max(w1,w2,w3)==w1 and max(w1,w2,w3)==w3:
+        lt=diaques()
+        mo=pickle.load(open(r"C:\Users\kumar\Documents\predproj\diab_pred.sav",'rb'))
+        if mo.predict([lt])==1:
+            dlt.append('Diabetes')
+        lt=coviques()
+        mo=pickle.load(open(r"C:\Users\kumar\Documents\predproj\covid_pred.sav",'rb'))
+        if mo.predict([lt])==1:
+            dlt.append('Covid')
+# default()
+
+while True:
+    default()
+    pred()
+    break
+print(dlt)