AIMC Topic: Decision Making

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Forest fire susceptibility mapping using multi-criteria decision making and machine learning models in the Western Ghats of India.

Journal of environmental management Mar 9, 2025
Forest fires have significantly increased over the last decade due to shifts in rainfall patterns, warmer summers, and long spells of dry weather events in the coastal regions. Assessment of susceptibility to forest fires has become an important mana...
Forests Wildfires Geographic Information Systems India Remote Sensing Technology Fires Decision Making Machine Learning
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Economics of AI and human task sharing for decision making in screening mammography.

Nature communications Mar 7, 2025
The rising global incidence of breast cancer and the persistent shortage of specialized radiologists have heightened the demand for innovative solutions in mammography screening. Artificial intelligence (AI) has emerged as a promising tool to bridge ...
Humans Artificial Intelligence Female Decision Making Mammography Radiologists Mass Screening Breast Neoplasms Early Detection of Cancer
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Minimal Neural Network Conditions for Encoding Future Interactions.

International journal of neural systems Feb 28, 2025
Space and time are fundamental attributes of the external world. Deciphering the brain mechanisms involved in processing the surrounding environment is one of the main challenges in neuroscience. This is particularly defiant when situations change ra...
Decision Making Time Perception Learning Models, Neurological Neural Networks, Computer Brain Humans
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The EU project Real4Reg: unlocking real-world data with AI.

Health research policy and systems Feb 27, 2025
BACKGROUND: The use of real-world data is established in post-authorization regulatory processes such as pharmacovigilance of drugs and medical devices, but is still frequently challenged in the pre-authorization phase of medicinal products. In addit...
Humans European Union Artificial Intelligence Technology Assessment, Biomedical Decision Making Algorithms Pharmacovigilance
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Enhancing the decision optimization of interaction design in sustainable healthcare with improved artificial bee colony algorithm and generative artificial intelligence.

PloS one Feb 25, 2025
With the development of digital health, enhancing decision-making effectiveness has become a critical task. This study proposes an improved Artificial Bee Colony (ABC) algorithm aimed at optimizing decision-making models in the field of digital healt...
Decision Making Bees Algorithms Humans Delivery of Health Care Artificial Intelligence Generative Artificial Intelligence
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Externally validated and clinically useful machine learning algorithms to support patient-related decision-making in oncology: a scoping review.

BMC medical research methodology Feb 21, 2025
BACKGROUND: This scoping review systematically maps externally validated machine learning (ML)-based models in cancer patient care, quantifying their performance, and clinical utility, and examining relationships between models, cancer types, and cli...
Reproducibility of Results Neoplasms Medical Oncology Decision Making Machine Learning Humans Algorithms Clinical Decision-Making
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Artificial intelligence in neurovascular decision-making: a comparative analysis of ChatGPT-4 and multidisciplinary expert recommendations for unruptured intracranial aneurysms.

Neurosurgical review Feb 21, 2025
In the multidisciplinary treatment of cerebrovascular diseases, specialists from different disciplines strive to develop patient-specific treatment recommendations. ChatGPT is a natural language processing chatbot with increasing applicability in med...
Humans Middle Aged Generative Artificial Intelligence Male Natural Language Processing Female Decision Making Intracranial Aneurysm Aged Adult Artificial Intelligence Clinical Decision-Making
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Constraining an Unconstrained Multi-agent Policy with offline data.

Neural networks : the official journal of the International Neural Network Society Feb 13, 2025
Real-world multi-agent decision-making systems often have to satisfy some constraints, such as harmfulness, economics, etc., spurring the emergence of Constrained Multi-Agent Reinforcement Learning (CMARL). Existing studies of CMARL mainly focus on t...
Reinforcement, Psychology Algorithms Computer Simulation Decision Making Humans Neural Networks, Computer
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Latent circuit inference from heterogeneous neural responses during cognitive tasks.

Nature neuroscience Feb 10, 2025
Higher cortical areas carry a wide range of sensory, cognitive and motor signals mixed in heterogeneous responses of single neurons tuned to multiple task variables. Dimensionality reduction methods that rely on correlations between neural activity a...
Decision Making Neurons Nerve Net Cognition Models, Neurological Photic Stimulation Macaca mulatta Neural Networks, Computer Male Prefrontal Cortex Animals
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AI Ethics beyond Principles: Strengthening the Life-world Perspective.

Science and engineering ethics Feb 10, 2025
The search for ethical guidance in the development of artificial intelligence (AI) systems, especially in healthcare and decision support, remains a crucial effort. So far, principles usually serve as the main reference points to achieve ethically co...
Humans Artificial Intelligence Delivery of Health Care Judgment Principle-Based Ethics Decision Making Morals
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