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
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a collection
1 day ago
MIMIC-IV Tabular-Infused PEFT
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a model
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cja5553/biogpt_MIMIC_IV_discharge_within_12_hours_prediction_lora_ti
published
a model
1 day 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
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cja5553/biogpt_MIMIC_IV_in_hospital_mortality_prediction_lora_ti
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cja5553/biogpt_MIMIC_IV_ICU_stay_more_than_1_day_prediction_lora_ti
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cja5553/biogpt_MIMIC_IV_after_ICU_hospital_stay_more_than_3_days_prediction_lora_ti
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cja5553/Bio_ClinicalBERT_MIMIC_IV_in_hospital_mortality_prediction_lora_ti
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cja5553/Bio_ClinicalBERT_MIMIC_IV_ICU_stay_more_than_1_day_prediction_lora_ti
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6
cja5553/Bio_ClinicalBERT_MIMIC_IV_discharge_within_12_hours_prediction_lora_ti
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6
cja5553/Bio_ClinicalBERT_MIMIC_IV_after_ICU_hospital_stay_more_than_3_days_prediction_lora_ti
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cja5553/biogpt_MIMIC_IV_after_ICU_hospital_stay_more_than_3_days_prediction_IA3_ti
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7
cja5553/biogpt_MIMIC_IV_discharge_within_12_hours_prediction_IA3_ti
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