Update Mimic4Dataset.py

Mimic4Dataset.py

@@ -156,12 +156,7 @@ class Mimic4Dataset(datasets.GeneratorBasedBuilder):
             age = data['age']
             gender = data['gender']
             label = data['label']
-    
-            # Convert integer PROC feature to dictionary
-            if isinstance(proc_features, int):
-                proc_features = {proc_features: []}
-            if isinstance(out_features, int):
-                proc_features = {out_features: []}
+
     
             yield hid, {
                 "gender" : gender,
@@ -172,12 +167,9 @@ class Mimic4Dataset(datasets.GeneratorBasedBuilder):
                     "rate" : meds_features['rate'],
                     "amount" : meds_features['amount']
                 },
-                "PROC" : proc_features,
-                "CHART" : {
-                    "signal" : chart_features['signal'],
-                    "val" : chart_features['val']
-                },
-                "OUT" : out_features,
+                "PROC" : None,
+                "CHART" : None,
+                "OUT" : None,
                 "COND" : cond_features,
                 "label" : label
             }