Research map: Development and external validation of a multimodal artificial intelligence mortality prediction model of critically ill patients using multicenter data

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  1. Early Goal-Directed Therapy in the Treatment of Severe Sepsis and Septic Shock · Emanuel P. Rivers · 2001 · 10838 citations · Cited by this paper
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  29. Multimodal Deep Learning for Integrating Chest Radiographs and Clinical Parameters: A Case for Transformers · Firas Khader · 2023 · 104 citations · Cited by this paper
  30. Severity Scoring in the Critically III · Michael J. Breslow · 2012 · 69 citations · Cited by this paper
  31. Determinants of the calibration of SAPS II and SAPS 3 mortality scores in intensive care: a European multicenter study · Antoine Poncet · 2017 · 64 citations · Cited by this paper
  32. Predicting Intensive Care Delirium with Machine Learning: Model Development and External Validation · Kirby D. Gong · 2022 · 56 citations · Cited by this paper
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  38. Learning to predict in-hospital mortality risk in the intensive care unit with attention-based temporal convolution network · Yuwen Chen · 2022 · 24 citations · Cited by this paper
  39. Development and Validation of Multimodal Models to Predict the 30-Day Mortality of ICU Patients Based on Clinical Parameters and Chest X-Rays · Jiaxi Lin · 2024 · 21 citations · Cited by this paper

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