Update Mimic4Dataset.py

Mimic4Dataset.py

@@ -565,9 +565,28 @@ class Mimic4Dataset(datasets.GeneratorBasedBuilder):
             else:
                 chart_text=''
             
+            
+            #meds
+            if self.feat_meds:  
+                meds = data['Med']
+                if meds:
+                    meds=meds['val']
+                    feat=meds['signal'].keys()
+                    meds_val=[meds[key] for key in feat]
+                    meds_mean = [round(np.mean(c),3) for c in meds_val]
+                    feat_text = [(items[items['itemid']==f]['label']).to_string(index=False) for f in feat]
+                    template='{} of {}'
+                    meds_text = []
+                    for mean_val, feat_label in zip(meds_mean, feat_text):
+                        text = template.format(mean_val,feat_label)
+                        meds_text.append(text)
+                    meds_text='The medications administered are :{}.' + ';'.join(meds_text)
+            else:
+                meds_text=''
+                
             yield int(key),{
                 'label' : data['label'],
-                'text': cond_text+chart_text
+                'text': cond_text+chart_text+meds_text
             }
 
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