AIMC Topic: Feedback

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An adaptive feedback system for the improvement of learners.

Scientific reports May 18, 2025
Teachers who are aware of their students' strengths and weakness can tailor their teaching methodologies to meet the challenging students efficiently for better results. This helps them to identify any potential learning challenges at an early stage ...
Feedback Students Formative Feedback Humans Learning
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Virtual Patients Using Large Language Models: Scalable, Contextualized Simulation of Clinician-Patient Dialogue With Feedback.

Journal of medical Internet research Apr 4, 2025
BACKGROUND: Virtual patients (VPs) are computer screen-based simulations of patient-clinician encounters. VP use is limited by cost and low scalability.
Diabetes Mellitus Large Language Models Humans Feedback Physician-Patient Relations Patient Preference Language Patient Simulation Communication User-Computer Interface
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Temporal Contrastive Learning through implicit non-equilibrium memory.

Nature communications Mar 4, 2025
The backpropagation method has enabled transformative uses of neural networks. Alternatively, for energy-based models, local learning methods involving only nearby neurons offer benefits in terms of decentralized training, and allow for the possibili...
Humans Feedback Neural Networks, Computer Models, Neurological Memory Learning Neurons
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An advanced robotic system incorporating haptic feedback for precision cardiac ablation procedures.

Scientific reports Feb 26, 2025
This study introduces an innovative master-slave cardiac ablation catheter robot system that employs magnetorheological fluids. The system incorporates magnetorheological fluid to enable collision detection through haptic feedback, thereby enhancing ...
Feedback Robotics Equipment Design Humans Robotic Surgical Procedures Catheter Ablation
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Aligning large language models with radiologists by reinforcement learning from AI feedback for chest CT reports.

European journal of radiology Feb 6, 2025
BACKGROUND: Large language models (LLMs) often struggle to fully capture the nuanced preferences and clinical judgement of radiologists in medical report summarization even when fine-tuned on massive medical reports. This could lead to the generated ...
Artificial Intelligence Machine Learning Retrospective Studies Humans Middle Aged Radiologists Radiography, Thoracic Large Language Models Reinforcement, Psychology Aged Tomography, X-Ray Computed Feedback Female Male
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Effect of feedback-integrated reflection, on deep learning of undergraduate medical students in a clinical setting.

BMC medical education Jan 14, 2025
BACKGROUND: Reflection fosters self-regulated learning by enabling learners to critically evaluate their performance, identify gaps, and make plans to improve. Feedback, in turn, provides external insights that complement reflection, helping learners...
Gynecology Formative Feedback Feedback Young Adult Clinical Competence Humans Male Adult Educational Measurement Female Deep Learning Students, Medical Education, Medical, Undergraduate
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Dental Students' Learning Experience: Artificial Intelligence vs Human Feedback on Assignments.

International dental journal Jan 10, 2025
OBJECTIVE: This study evaluated the effectiveness of an AI-based tool (ChatGPT-4) (AIT) vs a human tutor (HT) in providing feedback on dental students' assignments.
Students, Dental Female Feedback Male Educational Measurement Education, Dental Humans Formative Feedback Artificial Intelligence Learning
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Improving the performance of echo state networks through state feedback.

Neural networks : the official journal of the International Neural Network Society Dec 31, 2024
Reservoir computing, using nonlinear dynamical systems, offers a cost-effective alternative to neural networks for complex tasks involving processing of sequential data, time series modeling, and system identification. Echo state networks (ESNs), a t...
Feedback Nonlinear Dynamics Neural Networks, Computer Algorithms
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Fluidic feedback for soft actuators: an electronic-free system for sensing and control.

Bioinspiration & biomimetics Dec 27, 2024
The field of pneumatic soft robotics is on the rise. However, most pneumatic soft robots still heavily rely on rigid valves and conventional electronics for control, which detracts from their natural flexibility and adaptability. Efforts have focused...
Animals Robotics Equipment Design Biomimetics Humans Proprioception Feedback Feedback, Sensory
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How human-AI feedback loops alter human perceptual, emotional and social judgements.

Nature human behaviour Dec 18, 2024
Artificial intelligence (AI) technologies are rapidly advancing, enhancing human capabilities across various fields spanning from finance to medicine. Despite their numerous advantages, AI systems can exhibit biased judgements in domains ranging from...
Humans Adult Social Perception Feedback Male Artificial Intelligence Emotions Judgment Female Young Adult
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