An Extensive Data Processing Pipeline for MIMIC-IV

29 April 2022

Papers citing "An Extensive Data Processing Pipeline for MIMIC-IV"

8 / 8 papers shown

Title
Revisiting the MIMIC-IV Benchmark: Experiments Using Language Models for Electronic Health Records Jesus Lovon Thouria Ben-Haddi Jules Di Scala José G. Moreno L. Tamine 60 2 0 29 Apr 2025
Unmasking Societal Biases in Respiratory Support for ICU Patients through Social Determinants of Health Mira Moukheiber L. Moukheiber Dana Moukheiber Hyung-Chul Lee 59 2 0 23 Feb 2025
Vertical Federated Learning with Missing Features During Training and Inference Pedro Valdeira Shiqiang Wang Yuejie Chi FedML 35 1 0 29 Oct 2024
meds_reader: A fast and efficient EHR processing library E. Steinberg Michael Wornow Suhana Bedi Jason Alan Fries Matthew B. A. McDermott N. Shah LM&MA 30 0 0 12 Sep 2024
Mitigating Overconfidence in Out-of-Distribution Detection by Capturing Extreme Activations Mohammad Azizmalayeri Ameen Abu-Hanna Giovanni Cina OODD 38 1 0 21 May 2024
Confidence on the Focal: Conformal Prediction with Selection-Conditional Coverage Ying Jin Zhimei Ren 30 7 0 06 Mar 2024
Unmasking the Chameleons: A Benchmark for Out-of-Distribution Detection in Medical Tabular Data Mohammad Azizmalayeri Ameen Abu-Hanna Dirk Kraft OOD 16 5 0 28 Sep 2023
Mimic-IV-ICD: A new benchmark for eXtreme MultiLabel Classification Thanh-Tung Nguyen Viktor Schlegel Abhinav Ramesh Kashyap Stefan Winkler Shao-Syuan Huang Jie-Jyun Liu Chih-Jen Lin 24 14 0 27 Apr 2023