Predictive models of hospitalization outcomes from the MIMIC-IV dataset. All models were finetuned using our proposed tabular-infused PEFT methods.
Charles Alba
cja5553
AI & ML interests
AI in Public Health, Computational Social Science
Recent Activity
updated
a collection
13 days ago
MIMIC-IV Tabular-Infused PEFT updated
a model 13 days ago
cja5553/biogpt_MIMIC_IV_discharge_within_12_hours_prediction_lora_ti published
a model 13 days ago
cja5553/biogpt_MIMIC_IV_discharge_within_12_hours_prediction_lora_ti Organizations
models 31
cja5553/biogpt_MIMIC_IV_discharge_within_12_hours_prediction_lora_ti
Updated
• 11
cja5553/biogpt_MIMIC_IV_in_hospital_mortality_prediction_lora_ti
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• 12
cja5553/biogpt_MIMIC_IV_ICU_stay_more_than_1_day_prediction_lora_ti
Updated
• 11
cja5553/biogpt_MIMIC_IV_after_ICU_hospital_stay_more_than_3_days_prediction_lora_ti
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• 12
cja5553/Bio_ClinicalBERT_MIMIC_IV_in_hospital_mortality_prediction_lora_ti
Updated
• 8
cja5553/Bio_ClinicalBERT_MIMIC_IV_ICU_stay_more_than_1_day_prediction_lora_ti
Updated
• 8
cja5553/Bio_ClinicalBERT_MIMIC_IV_discharge_within_12_hours_prediction_lora_ti
Updated
• 7
cja5553/Bio_ClinicalBERT_MIMIC_IV_after_ICU_hospital_stay_more_than_3_days_prediction_lora_ti
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• 13
cja5553/biogpt_MIMIC_IV_after_ICU_hospital_stay_more_than_3_days_prediction_IA3_ti
Updated
• 8
cja5553/biogpt_MIMIC_IV_discharge_within_12_hours_prediction_IA3_ti
Updated
• 10
datasets 0
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