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Runtime error
Runtime error
Updated gradio inputs to gr directly
Browse files
app.py
CHANGED
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@@ -83,51 +83,51 @@ def predict(age, female, race, elective, aweekend, zipinc_qrtl, hosp_region, hos
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'Predicting Death Outcome:': pred['Label'][0]}
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# Defining the containers for each input
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age = gr.
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female = gr.
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race = gr.
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elective = gr.
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aweekend = gr.
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zipinc_qrtl = gr.
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hosp_region = gr.
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hosp_division = gr.
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hosp_locteach = gr.
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hosp_bedsize = gr.
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h_contrl = gr.
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pay = gr.
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anemia = gr.
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atrial_fibrillation = gr.
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cancer = gr.
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cardiac_arrhythmias = gr.
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carotid_artery_disease = gr.
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chronic_kidney_disease = gr.
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chronic_pulmonary_disease = gr.
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coagulopathy = gr.
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depression = gr.
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diabetes_mellitus = gr.
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drug_abuse = gr.
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dyslipidemia = gr.
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endocarditis = gr.
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family_history = gr.
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fluid_and_electrolyte_disorder = gr.
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heart_failure = gr.
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hypertension = gr.
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known_cad = gr.
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liver_disease = gr.
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obesity = gr.
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peripheral_vascular_disease = gr.
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prior_cabg = gr.
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prior_icd = gr.
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prior_mi = gr.
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prior_pci = gr.
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prior_ppm = gr.
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prior_tia_stroke = gr.
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pulmonary_circulation_disorder = gr.
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smoker = gr.
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valvular_disease = gr.
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weight_loss = gr.
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endovascular_tavr = gr.
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transapical_tavr = gr.
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# Defining and launching the interface
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'Predicting Death Outcome:': pred['Label'][0]}
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# Defining the containers for each input
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age = gr.Slider(minimum=18, maximum=100, default=60, label="Age")
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female = gr.Dropdown(choices=["Female", "Male"],label = 'Sex')
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race = gr.Dropdown(choices=['Asian or Pacific Islander', 'Black', 'Hispanic', 'Native American', 'White', 'Other'], label = 'Race')
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elective = gr.Radio(choices=['Elective', 'NonElective'], label = 'Elective')
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aweekend = gr.Radio(choices=["No", "Yes"], label = 'Weekend')
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zipinc_qrtl = gr.Radio(choices=['FirstQ', 'SecondQ', 'ThirdQ', 'FourthQ'], label = 'Zip Income Quartile')
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hosp_region = gr.Radio(choices=['Midwest', 'Northeast', 'South', 'West'], label = 'Hospital Region')
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hosp_division = gr.Radio(choices=['New England', 'Middle Atlantic', 'East North Central', 'West North Central', 'South Atlantic', 'East South Central', 'West South Central', 'Mountain', 'Pacific'], label = 'Hospital Division')
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hosp_locteach = gr.Radio(choices=['Urban teaching', 'Urban nonteaching', 'Rural'], label= 'Hospital Location/Teaching')
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hosp_bedsize = gr.Radio(choices=['Small', 'Medium', 'Large'], label= 'Hospital Bedsize')
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h_contrl = gr.Radio(choices= ['Government_nonfederal', 'Private_invest_own', 'Private_not_profit'], label = 'Hospital Control')
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pay = gr.Dropdown(choices= ['Private insurance', 'Medicare', 'Medicaid', 'Self-pay', 'No charge', 'Other'], label = 'Payee')
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anemia = gr.Radio(choices=["No", "Yes"], label = 'Anemia')
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atrial_fibrillation = gr.Radio(choices=["No", "Yes"], label = 'Atrial Fibrillation')
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cancer = gr.Radio(choices=["No", "Yes"], label = 'Cancer')
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cardiac_arrhythmias = gr.Radio(choices=["No", "Yes"], label = 'Cardiac Arrhythmias')
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carotid_artery_disease = gr.Radio(choices=["No", "Yes"], label = 'Carotid Artery Disease')
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chronic_kidney_disease = gr.Radio(choices=["No", "Yes"], label = 'Chronic Kidney Disease')
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chronic_pulmonary_disease = gr.Radio(choices=["No", "Yes"], label = 'Chronic Pulmonary Disease')
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coagulopathy = gr.Radio(choices=["No", "Yes"], label = 'Coagulopathy')
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depression = gr.Radio(choices=["No", "Yes"], label = 'Depression')
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diabetes_mellitus = gr.Radio(choices=["No", "Yes"], label = 'Diabetes Mellitus')
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drug_abuse = gr.Radio(choices=["No", "Yes"], label = 'Drug Abuse')
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dyslipidemia = gr.Radio(choices=["No", "Yes"], label = 'Dyslipidemia')
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endocarditis = gr.Radio(choices=["No", "Yes"], label = 'Endocarditis')
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family_history = gr.Radio(choices=["No", "Yes"], label = 'Family History')
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fluid_and_electrolyte_disorder = gr.Radio(choices=["No", "Yes"], label = 'Fluid and Electrolyte Disorder')
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heart_failure = gr.Radio(choices=["No", "Yes"], label = 'Heart Failure')
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hypertension = gr.Radio(choices=["No", "Yes"], label = 'Hypertension')
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known_cad = gr.Radio(choices=["No", "Yes"], label = 'Known CAD')
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liver_disease = gr.Radio(choices=["No", "Yes"], label = 'Liver Disease')
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obesity = gr.Radio(choices=["No", "Yes"], label = 'Obesity')
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peripheral_vascular_disease = gr.Radio(choices=["No", "Yes"], label = 'Peripheral Vascular Disease')
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prior_cabg = gr.Radio(choices=["No", "Yes"], label = 'Prior CABG')
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prior_icd = gr.Radio(choices=["No", "Yes"], label = 'Prior ICD')
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prior_mi = gr.Radio(choices=["No", "Yes"], label = 'Prior MI')
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prior_pci = gr.Radio(choices=["No", "Yes"], label = 'Prior PCI')
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prior_ppm = gr.Radio(choices=["No", "Yes"], label = 'Prior PPM')
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prior_tia_stroke = gr.Radio(choices=["No", "Yes"], label = 'Prior TIA Stroke')
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pulmonary_circulation_disorder = gr.Radio(choices=["No", "Yes"], label = 'Pulmonary Circulation Disorder')
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smoker = gr.Radio(choices=["No", "Yes"], label = 'Smoker')
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valvular_disease = gr.Radio(choices=["No", "Yes"], label = 'Valvular Disease')
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weight_loss = gr.Radio(choices=["No", "Yes"], label = 'Weight Loss')
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endovascular_tavr = gr.Radio(choices=["No", "Yes"], label = 'Endovascular TAVR')
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transapical_tavr = gr.Radio(choices=["No", "Yes"], label = 'Transapical TAVR', default= 'Yes')
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# Defining and launching the interface
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