AIMC Topic: Data Accuracy

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A Comparison Study of Deep Learning Methodologies for Music Emotion Recognition.

Sensors (Basel, Switzerland) Mar 29, 2024
Classical machine learning techniques have dominated Music Emotion Recognition. However, improvements have slowed down due to the complex and time-consuming task of handcrafting new emotionally relevant audio features. Deep learning methods have rece...
Music Emotions Data Accuracy Machine Learning Deep Learning
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Resilience-aware MLOps for AI-based medical diagnostic system.

Frontiers in public health Mar 27, 2024
BACKGROUND: The healthcare sector demands a higher degree of responsibility, trustworthiness, and accountability when implementing Artificial Intelligence (AI) systems. Machine learning operations (MLOps) for AI-based medical diagnostic systems are p...
Machine Learning Artificial Intelligence Data Accuracy Awareness Resilience, Psychological
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The path from task-specific to general purpose artificial intelligence for medical diagnostics: A bibliometric analysis.

Computers in biology and medicine Mar 7, 2024
Artificial intelligence (AI) has revolutionized many fields, and its potential in healthcare has been increasingly recognized. Based on diverse data sources such as imaging, laboratory tests, medical records, and electrophysiological data, diagnostic...
Artificial Intelligence Bibliometrics Data Accuracy Algorithms Databases, Factual
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Who should decide how limited healthcare resources are prioritized? Autonomous technology as a compelling alternative to humans.

PloS one Feb 29, 2024
Who should decide how limited resources are prioritized? We ask this question in a healthcare context where patients must be prioritized according to their need and where advances in autonomous artificial intelligence-based technology offer a compell...
Emotions Health Facilities Data Accuracy Artificial Intelligence Technology Humans
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Performance of ChatGPT on Chinese national medical licensing examinations: a five-year examination evaluation study for physicians, pharmacists and nurses.

BMC medical education Feb 14, 2024
BACKGROUND: Large language models like ChatGPT have revolutionized the field of natural language processing with their capability to comprehend and generate textual content, showing great potential to play a role in medical education. This study aime...
China Educational Measurement Artificial Intelligence Licensure Education, Pharmacy Education, Medical Data Accuracy Education, Nursing
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Analyzing the influential factors of process safety culture by hybrid hidden content analysis and fuzzy DEMATEL.

Scientific reports Jan 17, 2024
Due to the complex nature of safety culture and process industries, several factors influence process safety culture. This paper presents a novel framework that combines the hidden content analysis method with Decision Making Trial and Evaluation Lab...
Safety Management Data Accuracy Fuzzy Logic Industry Risk Assessment
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Current Practices in Voice Data Collection and Limitations to Voice AI Research: A National Survey.

The Laryngoscope Dec 13, 2023
INTRODUCTION: Accuracy and validity of voice AI algorithms rely on substantial quality voice data. Although commensurable amounts of voice data are captured daily in voice centers across North America, there is no standardized protocol for acoustic d...
Humans Surveys and Questionnaires Voice Disorders Voice Artificial Intelligence Data Accuracy
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A Conference (Missingness in Action) to Address Missingness in Data and AI in Health Care: Qualitative Thematic Analysis.

Journal of medical Internet research Nov 23, 2023
BACKGROUND: Missingness in health care data poses significant challenges in the development and implementation of artificial intelligence (AI) and machine learning solutions. Identifying and addressing these challenges is critical to ensuring the con...
Machine Learning Algorithms Artificial Intelligence Data Collection Data Accuracy Humans
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We're implementing AI now, so why not ask us what to do? - How AI providers perceive and navigate the spread of diagnostic AI in complex healthcare systems.

Social science & medicine (1982) Nov 22, 2023
Despite high expectations of artificial intelligence (AI) in medical diagnostics, predictions of its extensive and rapid adoption have so far not been matched by reality. AI providers seeking to promote and perpetuate the use of this technology are f...
Health Facilities Artificial Intelligence Humans Data Accuracy Focus Groups Physicians
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An investigation study on the interpretation of ultrasonic medical reports using OpenAI's GPT-3.5-turbo model.

Journal of clinical ultrasound : JCU Nov 6, 2023
OBJECTIVES: Ultrasound medical reports are an important means of diagnosing diseases and assessing treatment effectiveness. However, their professional terms and complex sentences often make it difficult for ordinary people to understand. Therefore, ...
Data Accuracy Ultrasonics Physicians Humans Artificial Intelligence
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