How can artificial intelligence decrease cognitive and work burden for front line practitioners?
Artificial intelligence (AI) has tremendous potential to improve the cognitive and work burden
of clinicians across a range of clinical activities, which could lead to reduced burnout and …
of clinicians across a range of clinical activities, which could lead to reduced burnout and …
AI co-pilot bronchoscope robot
J Zhang, L Liu, P Xiang, Q Fang, X Nie, H Ma… - Nature …, 2024 - nature.com
The unequal distribution of medical resources and scarcity of experienced practitioners
confine access to bronchoscopy primarily to well-equipped hospitals in developed regions …
confine access to bronchoscopy primarily to well-equipped hospitals in developed regions …
[HTML][HTML] The paradoxes of digital tools in hospitals: qualitative interview study
M Wosny, LM Strasser, J Hastings - Journal of Medical Internet Research, 2024 - jmir.org
Background Digital tools are progressively reshaping the daily work of health care
professionals (HCPs) in hospitals. While this transformation holds substantial promise, it …
professionals (HCPs) in hospitals. While this transformation holds substantial promise, it …
Take a load off: understanding, measuring, and reducing cognitive load for cardiologists in high-stakes care environments
C Schaffer, E Goldart, A Ligsay, M Mazwi… - … Treatment Options in …, 2023 - Springer
Abstract Purpose of Review This review sought to highlight the foundational principles of
cognitive load for pediatric cardiologists and surgeons in high-stakes care environments …
cognitive load for pediatric cardiologists and surgeons in high-stakes care environments …
Opening the Analogical Portal to Explainability: Can Analogies Help Laypeople in AI-assisted Decision Making?
Abstract Concepts are an important construct in semantics, based on which humans
understand the world with various levels of abstraction. With the recent advances in …
understand the world with various levels of abstraction. With the recent advances in …
It Is Like Finding a Polar Bear in the Savannah! Concept-Level AI Explanations with Analogical Inference from Commonsense Knowledge
With recent advances in explainable artificial intelligence (XAI), researchers have started to
pay attention to concept-level explanations, which explain model predictions with a high …
pay attention to concept-level explanations, which explain model predictions with a high …
EEG-based cognitive load classification using feature masked autoencoding and emotion transfer learning
Cognitive load, the amount of mental effort required for task completion, plays an important
role in performance and decision-making outcomes, making its classification and analysis …
role in performance and decision-making outcomes, making its classification and analysis …
Machine learning models for the automatic detection of exercise thresholds in cardiopulmonary exercising tests: from regression to generation to explanation
A Zignoli - Sensors, 2023 - mdpi.com
The cardiopulmonary exercise test (CPET) constitutes a gold standard for the assessment of
an individual's cardiovascular fitness. A trend is emerging for the development of new …
an individual's cardiovascular fitness. A trend is emerging for the development of new …
User-centered design of a machine learning dashboard for prediction of postoperative complications
BA Fritz, S Pugazenthi, TP Budelier… - Anesthesia & …, 2024 - journals.lww.com
BACKGROUND: Machine learning models can help anesthesiology clinicians assess
patients and make clinical and operational decisions, but well-designed human-computer …
patients and make clinical and operational decisions, but well-designed human-computer …
Machine learning in healthcare and the methodological priority of epistemology over ethics
T Grote - Inquiry, 2024 - Taylor & Francis
This paper develops an account of how the implementation of ML models into healthcare
settings requires revising the methodological apparatus of philosophical bioethics. On this …
settings requires revising the methodological apparatus of philosophical bioethics. On this …