Update app.py

app.py

@@ -64,7 +64,7 @@ del df2
 df['HADM_ID'] = df['HADM_ID'].astype(str).apply(lambda x: x.replace('.0',''))
 df3['HADM_ID'] = df3['HADM_ID'].astype(str).apply(lambda x: x.replace('.0',''))
 df3['INDEX_HADM_ID'] = df3['INDEX_HADM_ID'].astype(str).apply(lambda x: x.replace('.0',''))
-df3["CHARTDATE_HADM_ID"] = df3["CHARTDATE"].astype(str) +' - '+ df3["HADM_ID"]
+df3["CHARTDATE_HADM_ID"] = df3["CHARTDATE"].astype(str) +' ('+ df3["HADM_ID"] +')'
 df3["DIAGNOSIS"] = df3["DIAGNOSIS"].str.capitalize()
 df3["DISCHARGE_LOCATION"] = df3["DISCHARGE_LOCATION"].str.capitalize()
 
@@ -89,6 +89,7 @@ patient = st.sidebar.selectbox('Select Patient ID:', patientid)    #Filter Patie
 admissionid = df['Admission_ID'].loc[df['Patient_ID'] == patient]  #Filter available Admission id for patient
 HospitalAdmission = st.sidebar.selectbox(' ', admissionid)   
 pastHistoryEpDate = df3['CHARTDATE_HADM_ID'].loc[(df3['Patient_ID'] == patient) & (df3['Admission_ID']== HospitalAdmission)] 
+countOfAdmission = len(pastHistoryEpDate)
 
 
 # List of Model available
@@ -148,20 +149,21 @@ with st.container():
 with st.container(): 
     if btnPastHistory:
         with col6: 
-            st.markdown('**No. of admission past 6 months: xx**')
+            st.markdown('**No. of admission past 6 months:**')
+            st.markdown(countOfAdmission)
        
         with col7:
             #st.date_input('Select Admission Date') # To replace with a dropdown filter instead 
             #st.selectbox('Past Episodes',pastHistoryEp)
-            pastHistory = st.selectbox(' ', pastHistoryEpDate,on_change=None,)
+            pastHistory = st.selectbox('Select Past History Admission', pastHistoryEpDate,on_change=None,)
             
 if btnPastHistory:
     
-    st.write('Past History')
+    #st.write('Past History')
     historyAdmission =  df3.query(
                 "Patient_ID  == @patient & CHARTDATE_HADM_ID == @pastHistory"
                 )
-    runtext = historyAdmission['TEXT'].values[0]
+    runtext = historyAdmission['hospital_course_processed'].values[0]
       
 else:
     runtext =st.text_area(inputNote, str(original_text2), height=300)