Browse State-of-the-Art › Mortality Prediction › Papers, page 2

Mortality Prediction

Papers archive 2025-07-28

archive papers tagged: 189 · with a code link: 77 · where Syntology ran a sample: 18 (13 with a run with no instrument failure, 5 where every run was a failure of Syntology's instrument) Syntology

Show: all tagged papersonly where code ran (18 of 189 tagged: 13 with a run with no instrument failure, 5 where every run was a failure of Syntology's instrument)

Page 2 of 2: papers 101 to 189 of 189, in archive order: by repositories listed in the archive (most first), then newest first, not by stars (the archive holds no stars, so PwC's “Social” and “Latest” sorts cannot be reproduced). Papers that list no repository come after every paper that lists one.

Papers without a page here are shown as plain text. A Syntology line reads “N ran (of which C constructed an object rather than computing a result; K with no instrument failure: H honoured, V violated, P with no contract checked; I where Syntology's instrument failed) · U unverified”; the figure “where Syntology's instrument failed” counts failures of Syntology's instrument, not of the code. When the archive marks a repository official for the paper, the line starts with that repository's state (the archive's flag, not a verdict on who wrote the code); hover it for the repositories the samples that ran came from. Abstracts are on each paper's page.

• Machine learning predicts long-term mortality after acute myocardial infarction using systolic time intervals and routinely collected clinical data
  3 Mar 2024 0 repositories listed
• Voice-Driven Mortality Prediction in Hospitalized Heart Failure Patients: A Machine Learning Approach Enhanced with Diagnostic Biomarkers
  21 Feb 2024 0 repositories listed
• Analysis and Mortality Prediction using Multiclass Classification for Older Adults with Type 2 Diabetes
  16 Feb 2024 0 repositories listed
• A Kalman Filter Based Framework for Monitoring the Performance of In-Hospital Mortality Prediction Models Over Time
  9 Feb 2024 0 repositories listed
• TA-RNN: an Attention-based Time-aware Recurrent Neural Network Architecture for Electronic Health Records
  26 Jan 2024 0 repositories listed
• Inadequacy of common stochastic neural networks for reliable clinical decision support
  24 Jan 2024 0 repositories listed
• Deployment of a Robust and Explainable Mortality Prediction Model: The COVID-19 Pandemic and Beyond
  28 Nov 2023 0 repositories listed
• Deep Neural Decision Forest: A Novel Approach for Predicting Recovery or Decease of Patients
  23 Nov 2023 0 repositories listed
• APRICOT-Mamba: Acuity Prediction in Intensive Care Unit (ICU): Development and Validation of a Stability, Transitions, and Life-Sustaining Therapies Prediction Model
  3 Nov 2023 0 repositories listed
• On Preserving the Knowledge of Long Clinical Texts
  2 Nov 2023 0 repositories listed
• Enhancing Mortality Prediction in Heart Failure Patients: Exploring Preprocessing Methods for Imbalanced Clinical Datasets
  30 Sep 2023 0 repositories listed
• Consensus of state of the art mortality prediction models: From all-cause mortality to sudden death prediction
  30 Aug 2023 0 repositories listed
• Enhanced Mortality Prediction In Patients With Subarachnoid Haemorrhage Using A Deep Learning Model Based On The Initial CT Scan
  25 Aug 2023 0 repositories listed
• ICU Mortality Prediction Using Long Short-Term Memory Networks
  18 Aug 2023 0 repositories listed
• Can Attention Be Used to Explain EHR-Based Mortality Prediction Tasks: A Case Study on Hemorrhagic Stroke
  4 Aug 2023 0 repositories listed
• An empirical study of using radiology reports and images to improve ICU mortality prediction
  20 Jun 2023 0 repositories listed
• Subpopulation-Specific Synthetic EHR for Better Mortality Prediction
  25 May 2023 0 repositories listed
• Echoes of Biases: How Stigmatizing Language Affects AI Performance
  17 May 2023 0 repositories listed
• XMI-ICU: Explainable Machine Learning Model for Pseudo-Dynamic Prediction of Mortality in the ICU for Heart Attack Patients
  10 May 2023 0 repositories listed
• Medical records condensation: a roadmap towards healthcare data democratisation
  5 May 2023 0 repositories listed
• FineEHR: Refine Clinical Note Representations to Improve Mortality Prediction
  24 Apr 2023 0 repositories listed
• A hybrid CNN-RNN approach for survival analysis in a Lung Cancer Screening study
  19 Mar 2023 0 repositories listed
• Analyzing Impact of Socio-Economic Factors on COVID-19 Mortality Prediction Using SHAP Value
  27 Feb 2023 0 repositories listed
• Using Explainable AI to Cross-Validate Socio-economic Disparities Among Covid-19 Patient Mortality
  16 Feb 2023 0 repositories listed
• Mortality Prediction Models with Clinical Notes Using Sparse Attention at the Word and Sentence Levels
  12 Dec 2022 0 repositories listed
• Clinical Language Understanding Evaluation (CLUE)
  28 Sep 2022 0 repositories listed
• A Multimodal Transformer: Fusing Clinical Notes with Structured EHR Data for Interpretable In-Hospital Mortality Prediction
  9 Aug 2022 0 repositories listed
• Compound Density Networks for Risk Prediction using Electronic Health Records
  2 Aug 2022 0 repositories listed
• MULTIPAR: Supervised Irregular Tensor Factorization with Multi-task Learning
  1 Aug 2022 0 repositories listed
• Assessing mortality prediction through different representation models based on concepts extracted from clinical notes
  22 Jul 2022 0 repositories listed
• Joint Application of the Target Trial Causal Framework and Machine Learning Modeling to Optimize Antibiotic Therapy: Use Case on Acute Bacterial Skin and Skin Structure Infections due to Methicillin-resistant Staphylococcus aureus
  15 Jul 2022 0 repositories listed
• AutoMap: Automatic Medical Code Mapping for Clinical Prediction Model Deployment
  4 Mar 2022 0 repositories listed
• Disparities in Social Determinants among Performances of Mortality Prediction with Machine Learning for Sepsis Patients
  15 Dec 2021 0 repositories listed
• Real-time Mortality Prediction Using MIMIC-IV ICU Data Via Boosted Nonparametric Hazards
  17 Oct 2021 0 repositories listed
• Self-explaining Neural Network with Concept-based Explanations for ICU Mortality Prediction
  9 Oct 2021 0 repositories listed
• Early ICU Mortality Prediction and Survival Analysis for Respiratory Failure
  6 Sep 2021 0 repositories listed
• Severity and Mortality Prediction Models to Triage Indian COVID-19 Patients
  2 Sep 2021 0 repositories listed
• Hybrid deep learning methods for phenotype prediction from clinical notes
  16 Aug 2021 0 repositories listed
• Process Mining Model to Predict Mortality in Paralytic Ileus Patients
  3 Aug 2021 0 repositories listed
• Machine Learning with Electronic Health Records is vulnerable to Backdoor Trigger Attacks
  15 Jun 2021 0 repositories listed
• Predicting Intensive Care Unit Length of Stay and Mortality Using Patient Vital Signs: Machine Learning Model Development and Validation
  5 May 2021 0 repositories listed
• Explaining a Series of Models by Propagating Shapley Values
  30 Apr 2021 0 repositories listed
• BERTSurv: BERT-Based Survival Models for Predicting Outcomes of Trauma Patients
  19 Mar 2021 0 repositories listed
• MIMIC-IF: Interpretability and Fairness Evaluation of Deep Learning Models on MIMIC-IV Dataset
  12 Feb 2021 0 repositories listed
• EventScore: An Automated Real-time Early Warning Score for Clinical Events
  11 Feb 2021 0 repositories listed
• Challenges in the application of a mortality prediction model for COVID-19 patients on an Indian cohort
  15 Jan 2021 0 repositories listed
• Deep Learning with Heterogeneous Graph Embeddings for Mortality Prediction from Electronic Health Records
  28 Dec 2020 0 repositories listed
• Building Deep Learning Models to Predict Mortality in ICU Patients
  11 Dec 2020 0 repositories listed
• Explainable Clinical Decision Support from Text
  1 Nov 2020 0 repositories listed
• Chasing Your Long Tails: Differentially Private Prediction in Health Care Settings
  13 Oct 2020 0 repositories listed
• Parkland Trauma Index of Mortality (PTIM): Real-time Predictive Model for PolyTrauma Patients
  7 Oct 2020 0 repositories listed
• Predicting Clinical Outcomes in COVID-19 using Radiomics and Deep Learning on Chest Radiographs: A Multi-Institutional Study
  15 Jul 2020 0 repositories listed
• Multi-task Learning via Adaptation to Similar Tasks for Mortality Prediction of Diverse Rare Diseases
  11 Apr 2020 0 repositories listed
• Integrating Physiological Time Series and Clinical Notes with Deep Learning for Improved ICU Mortality Prediction
  24 Mar 2020 0 repositories listed
• I-SPEC: An End-to-End Framework for Learning Transportable, Shift-Stable Models
  20 Feb 2020 0 repositories listed
• Interpretable Machine Learning Model for Early Prediction of Mortality in Elderly Patients with Multiple Organ Dysfunction Syndrome (MODS): a Multicenter Retrospective Study and Cross Validation
  28 Jan 2020 0 repositories listed
• Gradient Boosting on Decision Trees for Mortality Prediction in Transcatheter Aortic Valve Implantation
  8 Jan 2020 0 repositories listed
• Dynamic Prediction of ICU Mortality Risk Using Domain Adaptation
  20 Dec 2019 0 repositories listed
• Feature Engineering Combined with 1 D Convolutional Neural Network for Improved Mortality Prediction
  8 Dec 2019 0 repositories listed
• Time-Guided High-Order Attention Model of Longitudinal Heterogeneous Healthcare Data
  28 Nov 2019 0 repositories listed
• Towards unstructured mortality prediction with free-text clinical notes
  19 Nov 2019 0 repositories listed
• Bayesian Recurrent Framework for Missing Data Imputation and Prediction with Clinical Time Series
  18 Nov 2019 0 repositories listed
• Modelling EHR timeseries by restricting feature interaction
  14 Nov 2019 0 repositories listed
• Hierarchical Semantic Correspondence Learning for Post-Discharge Patient Mortality Prediction
  15 Oct 2019 0 repositories listed
• Dynamic survival prediction in intensive care units from heterogeneous time series without the need for variable selection or pre-processing
  13 Sep 2019 0 repositories listed
• Infant Mortality Prediction using Birth Certificate Data
  21 Jul 2019 0 repositories listed
• Knowledge-Aware Deep Dual Networks for Text-Based Mortality Prediction
  6 Jun 2019 0 repositories listed
• Using Clinical Notes for ICU Management
  31 May 2019 0 repositories listed
• Consensus-based Interpretable Deep Neural Networks with Application to Mortality Prediction
  14 May 2019 0 repositories listed
• Temporal-Clustering Invariance in Irregular Healthcare Time Series
  27 Apr 2019 0 repositories listed
• Hybrid Mortality Prediction using Multiple Source Systems
  18 Apr 2019 0 repositories listed
• Deep neural networks can predict mortality from 12-lead electrocardiogram voltage data
  15 Apr 2019 0 repositories listed
• Inference of a Multi-Domain Machine Learning Model to Predict Mortality in Hospital Stays for Patients with Cancer upon Febrile Neutropenia Onset
  21 Feb 2019 0 repositories listed
• ISeeU: Visually interpretable deep learning for mortality prediction inside the ICU
  24 Jan 2019 0 repositories listed
• Artificial neural networks condensation: A strategy to facilitate adaption of machine learning in medical settings by reducing computational burden
  23 Dec 2018 0 repositories listed
• Rethinking clinical prediction: Why machine learning must consider year of care and feature aggregation
  30 Nov 2018 0 repositories listed
• Improving Hospital Mortality Prediction with Medical Named Entities and Multimodal Learning
  29 Nov 2018 0 repositories listed
• A deep neural network to enhance prediction of 1-year mortality using echocardiographic videos of the heart
  26 Nov 2018 0 repositories listed
• Deep Ensemble Tensor Factorization for Longitudinal Patient Trajectories Classification
  26 Nov 2018 0 repositories listed
• Hybrid deep neural networks for all-cause Mortality Prediction from LDCT Images
  19 Oct 2018 0 repositories listed
• Distilled Wasserstein Learning for Word Embedding and Topic Modeling
  12 Sep 2018 0 repositories listed
• Transfer Learning for Clinical Time Series Analysis using Recurrent Neural Networks
  4 Jul 2018 0 repositories listed
• Short-term Mortality Prediction for Elderly Patients Using Medicare Claims Data
  2 Dec 2017 0 repositories listed
• Combining LSTM and Latent Topic Modeling for Mortality Prediction
  8 Sep 2017 0 repositories listed
• Leveraging Patient Similarity and Time Series Data in Healthcare Predictive Models
  25 Apr 2017 0 repositories listed
• PPMF: A Patient-based Predictive Modeling Framework for Early ICU Mortality Prediction
  25 Apr 2017 0 repositories listed
• Automated 5-year Mortality Prediction using Deep Learning and Radiomics Features from Chest Computed Tomography
  1 Jul 2016 0 repositories listed
• Developing an ICU scoring system with interaction terms using a genetic algorithm
  22 Apr 2016 0 repositories listed
• Exploring Temporal Patterns in Emergency Department Triage Notes with Topic Models
  1 Nov 2014 0 repositories listed