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auto print dataset.stat()
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zzachw committed Nov 15, 2022
1 parent d3bf727 commit bc78800
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Showing 9 changed files with 14 additions and 14 deletions.
4 changes: 2 additions & 2 deletions examples/drug_recommendation_mimic3_gamenet.py
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Expand Up @@ -10,11 +10,11 @@
tables=["DIAGNOSES_ICD", "PROCEDURES_ICD", "PRESCRIPTIONS"],
code_mapping={"NDC": ("ATC", {"target_kwargs": {"level": 3}})},
)
print(dataset.stat())
dataset.stat()

# STEP 2: set task
dataset.set_task(drug_recommendation_mimic3_fn)
print(dataset.stat())
dataset.stat()

train_dataset, val_dataset, test_dataset = split_by_patient(dataset, [0.8, 0.1, 0.1])
train_dataloader = get_dataloader(train_dataset, batch_size=32, shuffle=True)
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4 changes: 2 additions & 2 deletions examples/drug_recommendation_mimic3_transformer.py
Original file line number Diff line number Diff line change
Expand Up @@ -10,11 +10,11 @@
tables=["DIAGNOSES_ICD", "PROCEDURES_ICD", "PRESCRIPTIONS"],
code_mapping={"NDC": ("ATC", {"target_kwargs": {"level": 3}})},
)
print(dataset.stat())
dataset.stat()

# STEP 2: set task
dataset.set_task(drug_recommendation_mimic3_fn)
print(dataset.stat())
dataset.stat()

train_dataset, val_dataset, test_dataset = split_by_patient(dataset, [0.8, 0.1, 0.1])
train_dataloader = get_dataloader(train_dataset, batch_size=32, shuffle=True)
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4 changes: 2 additions & 2 deletions examples/length_of_stay_mimic3_rnn.py
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Expand Up @@ -10,11 +10,11 @@
tables=["DIAGNOSES_ICD", "PROCEDURES_ICD", "PRESCRIPTIONS"],
code_mapping={"ICD9CM": "CCSCM", "ICD9PROC": "CCSPROC", "NDC": "ATC"},
)
print(dataset.stat())
dataset.stat()

# STEP 2: set task
dataset.set_task(length_of_stay_prediction_mimic3_fn)
print(dataset.stat())
dataset.stat()

train_dataset, val_dataset, test_dataset = split_by_patient(dataset, [0.8, 0.1, 0.1])
train_dataloader = get_dataloader(train_dataset, batch_size=32, shuffle=True)
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4 changes: 2 additions & 2 deletions examples/mortality_mimic3_rnn.py
Original file line number Diff line number Diff line change
Expand Up @@ -10,11 +10,11 @@
tables=["DIAGNOSES_ICD", "PROCEDURES_ICD", "PRESCRIPTIONS"],
code_mapping={"ICD9CM": "CCSCM", "ICD9PROC": "CCSPROC", "NDC": "ATC"},
)
print(dataset.stat())
dataset.stat()

# STEP 2: set task
dataset.set_task(mortality_prediction_mimic3_fn)
print(dataset.stat())
dataset.stat()

train_dataset, val_dataset, test_dataset = split_by_patient(dataset, [0.8, 0.1, 0.1])
train_dataloader = get_dataloader(train_dataset, batch_size=32, shuffle=True)
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4 changes: 2 additions & 2 deletions examples/readmission_mimic3_rnn.py
Original file line number Diff line number Diff line change
Expand Up @@ -10,11 +10,11 @@
tables=["DIAGNOSES_ICD", "PROCEDURES_ICD", "PRESCRIPTIONS"],
code_mapping={"ICD9CM": "CCSCM", "ICD9PROC": "CCSPROC", "NDC": "ATC"},
)
print(dataset.stat())
dataset.stat()

# STEP 2: set task
dataset.set_task(readmission_prediction_mimic3_fn)
print(dataset.stat())
dataset.stat()

train_dataset, val_dataset, test_dataset = split_by_patient(dataset, [0.8, 0.1, 0.1])
train_dataloader = get_dataloader(train_dataset, batch_size=32, shuffle=True)
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2 changes: 1 addition & 1 deletion pyhealth/datasets/eicu.py
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Expand Up @@ -490,5 +490,5 @@ def parse_physicalexam(self, patients: Dict[str, Patient]) -> Dict[str, Patient]
dev=False,
refresh_cache=True,
)
print(dataset.stat())
dataset.stat()
dataset.info()
2 changes: 1 addition & 1 deletion pyhealth/datasets/mimic3.py
Original file line number Diff line number Diff line change
Expand Up @@ -339,7 +339,7 @@ def parse_labevents(self, patients: Dict[str, Patient]) -> Dict[str, Patient]:
code_mapping={"NDC": "ATC"},
refresh_cache=True,
)
print(dataset.stat())
dataset.stat()
dataset.info()

# dataset = MIMIC3Dataset(
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2 changes: 1 addition & 1 deletion pyhealth/datasets/mimic4.py
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Expand Up @@ -349,5 +349,5 @@ def parse_labevents(self, patients: Dict[str, Patient]) -> Dict[str, Patient]:
code_mapping={"NDC": "ATC"},
refresh_cache=True,
)
print(dataset.stat())
dataset.stat()
dataset.info()
2 changes: 1 addition & 1 deletion pyhealth/datasets/omop.py
Original file line number Diff line number Diff line change
Expand Up @@ -412,5 +412,5 @@ def parse_measurement(self, patients: Dict[str, Patient]) -> Dict[str, Patient]:
dev=False,
refresh_cache=True,
)
print(dataset.stat())
dataset.stat()
dataset.info()

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