An Iterative, User-Centered Design of a Clinical Decision Support System for Critical Care Assessments: Co-Design Sessions with ICU Clinical Providers
Fuente:
arXiv
Saved in:
| Main Authors: | Davidson, Andrea E., Ray, Jessica M., Patel, Ayush K., Levites, Yulia Strekalova, Rashidi, Parisa, Bihorac, Azra |
|---|---|
| Format: | Preprint |
| Published: |
2025
|
| Subjects: | |
| Online Access: | |
| Tags: |
Add Tag
No Tags, Be the first to tag this record!
|
Similar Items
Human-Centered Development of an Explainable AI Framework for Real-Time Surgical Risk Surveillance
by: Davidson, Andrea E, et al.
Published: (2025)
by: Davidson, Andrea E, et al.
Published: (2025)
Quantifying Circadian Desynchrony in ICU Patients and Its Association with Delirium
by: Ren, Yuanfang, et al.
Published: (2025)
by: Ren, Yuanfang, et al.
Published: (2025)
Detecting Visual Cues in the Intensive Care Unit and Association with Patient Clinical Status
by: Nerella, Subhash, et al.
Published: (2023)
by: Nerella, Subhash, et al.
Published: (2023)
Leveraging Computer Vision in the Intensive Care Unit (ICU) for Examining Visitation and Mobility
by: Siegel, Scott, et al.
Published: (2024)
by: Siegel, Scott, et al.
Published: (2024)
DeLLiriuM: A large language model for delirium prediction in the ICU using structured EHR
by: Contreras, Miguel, et al.
Published: (2024)
by: Contreras, Miguel, et al.
Published: (2024)
MELON: Multimodal Mixture-of-Experts with Spectral-Temporal Fusion for Long-Term Mobility Estimation in Critical Care
by: Zhang, Jiaqing, et al.
Published: (2025)
by: Zhang, Jiaqing, et al.
Published: (2025)
MANGO: Multimodal Acuity traNsformer for intelliGent ICU Outcomes
by: Zhang, Jiaqing, et al.
Published: (2024)
by: Zhang, Jiaqing, et al.
Published: (2024)
An Innovative Pilot Program Approach to Facilitating Interdisciplinary Collaboration Among STEM and Public Health Students in Biomedical AI and Clinical Translational Research
by: Rachel Liu‐Galvin, et al.
Published: (2025)
by: Rachel Liu‐Galvin, et al.
Published: (2025)
AI-Enhanced Intensive Care Unit: Revolutionizing Patient Care with Pervasive Sensing
by: Nerella, Subhash, et al.
Published: (2023)
by: Nerella, Subhash, et al.
Published: (2023)
MANDARIN: Mixture-of-Experts Framework for Dynamic Delirium and Coma Prediction in ICU Patients: Development and Validation of an Acute Brain Dysfunction Prediction Model
by: Contreras, Miguel, et al.
Published: (2025)
by: Contreras, Miguel, et al.
Published: (2025)
APRICOT-Mamba: Acuity Prediction in Intensive Care Unit (ICU): Development and Validation of a Stability, Transitions, and Life-Sustaining Therapies Prediction Model
by: Contreras, Miguel, et al.
Published: (2023)
by: Contreras, Miguel, et al.
Published: (2023)
Exploring Usability of a Clinical Decision Support System for Cancer Care: A User‐Centered Study
by: Darya Chyzhyk, et al.
Published: (2025)
by: Darya Chyzhyk, et al.
Published: (2025)
The ICU Care Plan: Human‐Centered Design of a Tool to Support Time‐Limited Trials for Older Adults With Critical Illness
by: Sean M. Mortenson, et al.
Published: (2025)
by: Sean M. Mortenson, et al.
Published: (2025)
Epidemiology, Trajectories and Outcomes of Acute Kidney Injury Among Hospitalized Patients: A Retrospective Multicenter Large Cohort Study
by: Adiyeke, Esra, et al.
Published: (2024)
by: Adiyeke, Esra, et al.
Published: (2024)
Federated learning model for predicting major postoperative complications
by: Park, Yonggi, et al.
Published: (2024)
by: Park, Yonggi, et al.
Published: (2024)
Validation of the MySurgeryRisk Algorithm for Predicting Complications and Death after Major Surgery: A Retrospective Multicenter Study Using OneFlorida Data Trust
by: Ren, Yuanfang, et al.
Published: (2025)
by: Ren, Yuanfang, et al.
Published: (2025)
Design Principles Developed through User-Centered and Socio-Technical Methods Improve Clinician Satisfaction, Speed, and Confidence in Pharmacogenomic Clinical Decision Support
by: Herr, Timothy M., et al.
Published: (2020)
by: Herr, Timothy M., et al.
Published: (2020)
Transformers in Healthcare: A Survey
by: Nerella, Subhash, et al.
Published: (2023)
by: Nerella, Subhash, et al.
Published: (2023)
Federated Learning with Multi-Partner OneFlorida+ Consortium Data for Predicting Major Postoperative Complications
by: Ren, Yuanfang, et al.
Published: (2026)
by: Ren, Yuanfang, et al.
Published: (2026)
CCA-Pro: Cardiac Critical Care Advisor (v6.1) — Clinical Decision Support for Cardiac Anaesthesia and Cardiothoracic Critical Care
by: Elsonbaty, Ahmed
Published: (2026)
by: Elsonbaty, Ahmed
Published: (2026)
Visualizing Complex Data Decisions: Design Study for Ethical Factors in AI Clinical Decision Support
by: Surodina, Svitlana, et al.
Published: (2024)
by: Surodina, Svitlana, et al.
Published: (2024)
Challenges in Clinical Decision‐Making for Nurses in Neonatal Intensive Care Unit (NICU): A Qualitative Study
by: Fateme Mohammadi, et al.
Published: (2025)
by: Fateme Mohammadi, et al.
Published: (2025)
A multi-cohort study on prediction of acute brain dysfunction states using selective state space models
by: Silva, Brandon, et al.
Published: (2024)
by: Silva, Brandon, et al.
Published: (2024)
Front Cover: Electrochemical and Photochemical Functionalization of Phenothiazines towards the Synthesis of N‐Aryl Phenothiazines: Recent Updates and Prospects (Eur. J. Org. Chem. 21/2025)
by: Alexander I. Kononov, et al.
Published: (2025)
by: Alexander I. Kononov, et al.
Published: (2025)
Perinatal Care Provider Perspectives on Integrating Clinical Research Into the Clinical Infrastructure
by: Yanqiao Li, et al.
Published: (2024)
by: Yanqiao Li, et al.
Published: (2024)
Counting Midwives Providing Clinical Care in Nevada
by: Jennifer Vanderlaan, et al.
Published: (2025)
by: Jennifer Vanderlaan, et al.
Published: (2025)
Co‐Design in the Adaptation of a Clinical Decision Support System to Aid Violence Risk Assessment and Management: A Case Study
by: Minna J. Anttila, et al.
Published: (2025)
by: Minna J. Anttila, et al.
Published: (2025)
Exploration of Perceptual Speech Features for Clinical Decision-Support in Mental Health Care
by: Lyberatos, Vassilis, et al.
Published: (2026)
by: Lyberatos, Vassilis, et al.
Published: (2026)
SPIRIT: A Design Framework To Support Technology Interventions for Spiritual Care Within and Beyond the Clinic
by: Smith, C. Estelle, et al.
Published: (2026)
by: Smith, C. Estelle, et al.
Published: (2026)
Patient, Family and Provider Priorities in ICU Rehabilitation: An Experience‐Based Co‐Design Study
by: Jiyeon Kang, et al.
Published: (2025)
by: Jiyeon Kang, et al.
Published: (2025)
Exomes in Paediatrics: Co‐Design and Implementation of Interventions to Support Paediatricians to Provide Genomic Care
by: Belinda Dawson‐McClaren, et al.
Published: (2025)
by: Belinda Dawson‐McClaren, et al.
Published: (2025)
The "Known" in Known-Item Searches: Empirical Support for User-Centered Design.
by: Wildemuth, Barbara M., et al.
Published: (1995)
by: Wildemuth, Barbara M., et al.
Published: (1995)
Design for a Digital Twin in Clinical Patient Care
by: Nitschke, Anna-Katharina, et al.
Published: (2025)
by: Nitschke, Anna-Katharina, et al.
Published: (2025)
Auditing Multimodal LLM Raters: Central Tendency Bias in Clinical Ordinal Scoring
by: Zhang, Jiaqing, et al.
Published: (2026)
by: Zhang, Jiaqing, et al.
Published: (2026)
AI-based Clinical Decision Support for Primary Care: A Real-World Study
by: Korom, Robert, et al.
Published: (2025)
by: Korom, Robert, et al.
Published: (2025)
Yet Another ICU Benchmark: A Flexible Multi-Center Framework for Clinical ML
by: van de Water, Robin, et al.
Published: (2023)
by: van de Water, Robin, et al.
Published: (2023)
Chapter User-Centered Design
by: Doroftei, Daniela, et al.
Published: (2021)
by: Doroftei, Daniela, et al.
Published: (2021)
Methodological Evaluation of Urban Primary Care Networks in Senegal: Quasi-Experimental Design for Clinical Outcomes Assessment
by: Diawara, Sow, et al.
Published: (2003)
by: Diawara, Sow, et al.
Published: (2003)
A Survey on Human-Centered Evaluation of Explainable AI Methods in Clinical Decision Support Systems
by: Gambetti, Alessandro, et al.
Published: (2025)
by: Gambetti, Alessandro, et al.
Published: (2025)
Transparent AI: Developing an Explainable Interface for Predicting Postoperative Complications
by: Ren, Yuanfang, et al.
Published: (2024)
by: Ren, Yuanfang, et al.
Published: (2024)
Similar Items
-
Human-Centered Development of an Explainable AI Framework for Real-Time Surgical Risk Surveillance
by: Davidson, Andrea E, et al.
Published: (2025) -
Quantifying Circadian Desynchrony in ICU Patients and Its Association with Delirium
by: Ren, Yuanfang, et al.
Published: (2025) -
Detecting Visual Cues in the Intensive Care Unit and Association with Patient Clinical Status
by: Nerella, Subhash, et al.
Published: (2023) -
Leveraging Computer Vision in the Intensive Care Unit (ICU) for Examining Visitation and Mobility
by: Siegel, Scott, et al.
Published: (2024) -
DeLLiriuM: A large language model for delirium prediction in the ICU using structured EHR
by: Contreras, Miguel, et al.
Published: (2024)