Search Results - "Healthcare AI"

Real-time clinical decision support with explainable AI: Balancing accuracy and interpretability in high-stakes environments

Authors: Faheem, Muhammad Iqbal, Aqib

Source: International Journal of Science and Research Archive. 16:1204-1220

Subject Terms: Human-In-The-Loop Decision Support, Medical AI Interpretability, Trust in Healthcare AI, Explainable Artificial Intelligence (XAI), Real-Time Clinical Decision Support Systems (RT-CDSS)

Systematic Literature Review on Medical Image Captioning Using CNN-LSTM and Transformer-Based Models

Authors: Husni Fadhilah Nugraha Priya Utama

Source: Jurnal Masyarakat Informatika, Vol 16, Iss 1, Pp 32-53 (2025)

Subject Terms: medical image captioning, convolutional neural network, transformer, healthcare ai, automatic report generation, Information technology, T58.5-58.64

Access URL: https://doaj.org/article/6f33526049e648858e84472f1a754347

ContrastLOS: A Graph-Based Deep Learning Model With Contrastive Pre-Training for Improved ICU Length-of-Stay Prediction

Authors: Guangrui Fan Aixiang Liu Chao Zhang

Source: IEEE Access, Vol 13, Pp 34132-34148 (2025)

Subject Terms: healthcare AI, length of stay (LOS) prediction, graph-based learning, Contrastive pre-training, intensive care unit (ICU), Electrical engineering. Electronics. Nuclear engineering, TK1-9971

Access URL: https://doaj.org/article/d8115f6690574ea0a326228799b69ff3

PneuX-Net: An Enhanced Feature Extraction and Transformation Approach for Pneumonia Detection in X-Ray Images

Authors: Kashif Munir Muhammad Usama Tanveer Hasan J. Alyamani et al.

Source: IEEE Access, Vol 13, Pp 84024-84037 (2025)

Subject Terms: PneuX-Net, medical diagnosis, healthcare AI, machine learning, pneumonia detection, Electrical engineering. Electronics. Nuclear engineering, TK1-9971

Access URL: https://doaj.org/article/b8d73fecd133457ca41c6c741dfc6876

Classification of Cardiac Abnormalities using Deep Learning and Machine Learning Methods

Authors: S.Rajesh S.Balaji K.Dinesh et al.

Subject Terms: Cardiovascular diagnostics, SqueezeNet optimization, ECG image analysis, transfer learning, feature extraction, machine learning, healthcare AI, automated diagnosis

A Study on Innovations and Advancements Resulting from Industry 4.0 Integration - Oncological Practices

Authors: Dr. Subi Varghese*, Navaneetha Pandigotti

Subject Terms: Oncology, Healthcare, AI, Industry 4.0 Technologies

Early Parkinson's Disease Detection Using a Hybrid Graph-Spike Neural Network Architecture

Authors: Thakur, Atulya

Subject Terms: Healthcare AI, Spiking Neural Networks, Parkinson's Disease, Hybrid AI, GNN, SNN

Swedish Medical LLM Benchmark: development and evaluation of a framework for assessing large language models in the Swedish medical domain

Authors: Moëll, Birger Farestam, Fabian Beskow, Jonas

Source: Front Artif Intell
Frontiers in Artificial Intelligence, Vol 8 (2025)
Frontiers in Artificial Intelligence, 8

Subject Terms: healthcare AI safety, open source, Artificial Intelligence, emergency medicine, medical knowledge, Electronic computers. Computer science, retrieval-augmented generation (RAG), general medicine, QA75.5-76.95, large language models (LLM), Swedish language understanding

File Description: application/application/pdf

Access URL: https://doaj.org/article/17995a4110fe449c917961fe33be86dd
http://hdl.handle.net/20.500.11850/749330

From Symptoms to Standards

Authors: Majumdar, Partha

Subject Terms: Healthcare AI, Ethical Medical Coding, ICD-10 Mapping, Clinical Diagnosis Automation, Semantic Embeddings

Enhancing Transparency in Healthcare Machine Learning Models Using Shap and Deeplift a Methodological Approach

Authors: Seyedamir Shobeiri

Source: Iraqi Journal of Information & Communication Technology, Vol 7, Iss 2 (2024)

Subject Terms: Healthcare AI, machine learning, Decision-Making, Shap, Model transparency, Information technology, T58.5-58.64

Access URL: https://doaj.org/article/67d6e87127844e7a8c3f1a3bd6764cf8

Deep learning in healthcare: Transforming disease diagnosis, personalized treatment, and clinical decision-making through AI-driven innovations

Authors: Rishi Reddy Kothinti

Source: World Journal of Advanced Research and Reviews. 24:2841-2856

Subject Terms: Healthcare AI, Deep Learning, Medical Imaging, Personalized Medicine, Predictive Analytics, Disease Diagnosis, Clinical Decision Support, AI In Healthcare

ChatGPT as a Source for Patient Information on Patellofemoral Surgery—A Comparative Study Amongst Laymen, Doctors, and Experts

Authors: Andreas Frodl Andreas Fuchs Tayfun Yilmaz et al.

Source: Clin Pract
Clinics and Practice, Vol 14, Iss 6, Pp 2376-2384 (2024)

Subject Terms: healthcare AI, Medicine (General), 03 medical and health sciences, ChatGPT, R5-920, 0302 clinical medicine, patellofemoral joint, Article

File Description: pdf

Access URL: https://pubmed.ncbi.nlm.nih.gov/39585014
https://doaj.org/article/d042ba45938b48a5a673ed8b348698a7
https://portal.findresearcher.sdu.dk/da/publications/b9b40f82-a59d-4b35-bc1e-c0f0beb1e781
https://doi.org/10.3390/clinpract14060186

RAGCare-QA: A benchmark dataset for evaluating retrieval-augmented generation pipelines in theoretical medical knowledgeHugging Face

Authors: Jovana Dobreva Ivana Karasmanakis Filip Ivanisevic et al.

Source: Data in Brief, Vol 63, Iss , Pp 112146- (2025)

Subject Terms: Medical education, knowledge assessment, Retrieval-augmented generation, Multiple choice questions, Medical Knowledge Base, Healthcare AI, Theoretical Medicine, Computer applications to medicine. Medical informatics, R858-859.7, Science (General), Q1-390

File Description: electronic resource

Relation: http://www.sciencedirect.com/science/article/pii/S2352340925008674; https://doaj.org/toc/2352-3409

Access URL: https://doaj.org/article/a8cb089cb17d44fe8e719e2f6bd2edb1

Potential of AI-based diagnostic grading system for knee osteoarthritis

Authors: Saman Shahid Aamir Wali Aatir Javaid et al.

Source: Frontiers in Medicine, Vol 12 (2025)

Subject Terms: computational imaging, healthcare AI, disease prediction, AI-based diagnosis, transfer learning, computer-aided diagnostic system, Medicine (General), R5-920

File Description: electronic resource

Relation: https://www.frontiersin.org/articles/10.3389/fmed.2025.1707588/full; https://doaj.org/toc/2296-858X

Access URL: https://doaj.org/article/6afcd22858b2471996ba2b42acd4236f

From Experience to Experience: Key Insights for Improved Interaction with AI in Radiology: Key Insights for Improved Interaction with AI in Radiology

Authors: Ning Fang Jon Pluyter Saskia Bakker et al.

Source: Extended Abstracts of the CHI Conference on Human Factors in Computing Systems. :1-7

Subject Terms: Healthcare AI, Human-AI collaboration, SDG 3 - Good Health and Well-being, Adoption, Radiology, SDG 3 – Goede gezondheid en welzijn, 10. No inequality, 3. Good health

Access URL: https://research.tue.nl/en/publications/e68b10ca-c59f-43fa-9f62-3dd7fa531425
https://doi.org/10.1145/3613905.3650779

LNDT++ v4: Un Framework Modulaire de Calibration et de Certification pour les Modèles de Langage d'Entreprise

Authors: Tabary, Frédéric

Subject Terms: Glyph-address (Cryptographic Proof), AI Act (European Union), Large Language Models (LLM), Legal AI Validation, AI Compliance, Enterprise AI, AI Calibration, Trustworthy AI, Community-driven Standards, GDPR Compliance, Calibration Framework, Certification Workflows, ⚖️ Éthique & Régulation, Insurance & Finance AI Calibration, Gouvernance & Standardisation, Responsible AI, AI Governance, Semantic Validation, Foundation Model Governance, Healthcare AI Compliance, AI Accountability, Open Source Governance, AI Ethics, Human-in-the-loop Validation, AI Risk Management, Stateful Supervision, Chimical, Validation Protocols, Generative AI, AI Certification, Prompt Injection Control, Software Bill of Materials (SBOM) for AI, Regulated Industries, AI Auditability, CNCF-inspired Governance

结构放大效应(SAE)白皮书 | AI 在强结构领域的性能起点: AI 时代的经验事实:首先被放大的,是结构性强的领域

Authors: Wei, Xinliang

Subject Terms: Structure-First Principle, Healthcare Informatics, Protocolized Structure in AI, Collaborative Structural Linguistics, Machine Learning, Structural Amplification Effect, Artificial Intelligence, Financial Risk Modeling, Industrial Engineering, CSL, Structured Collaborative Language Systems, SCLS, Structured Path Resonance Loop, SPRL, Meteorology and Climate Science, Governance and Ethics of AI, Natural Language Processing, Human–AI Collaboration, Healthcare AI, AI Hallucination Mitigation, Structured Expression Resonance, Meteorological Forecasting, Data Science, Software Engineering, SAE, Rhythm OS, Code Generation, Computational Linguistics, AI Reliability, SER, Manufacturing and Industrial AI, Financial Technology

Structural Amplification Effect (SAE) Whitepaper | Where AI Performance Emerges First:Highly Structured Domains: An empirical fact of the AI era: the earliest gains emerge in domains with strong structural foundations

Authors: Wei, Xinliang

Subject Terms: Structure-First Principle, Healthcare Informatics, Protocolized Structure in AI, Collaborative Structural Linguistics, Machine Learning, Structural Amplification Effect, Artificial Intelligence, Financial Risk Modeling, Industrial Engineering, CSL, Structured Collaborative Language Systems, SCLS, SPRL, Structured Path Resonance Loop, Meteorology and Climate Science, Governance and Ethics of AI, Natural Language Processing, Human–AI Collaboration, Healthcare AI, AI Hallucination Mitigation, Structured Expression Resonance, Meteorological Forecasting, Data Science, Software Engineering, SAE, Rhythm OS, Code Generation, Computational Linguistics, AI Reliability, Keywords and subjects, SER, Manufacturing and Industrial AI, Financial Technology

Structure-First Principle | AI's Amplification Effect Emerges in Highly Structured Domains: Systematic Evidence Across Healthcare · Finance · Meteorology · Manufacturing

Authors: Wei, Xinliang

Subject Terms: Structure-First Principle, Healthcare Informatics, Protocolized Structure in AI, Collaborative Structural Linguistics, Machine Learning, Artificial Intelligence, Financial Risk Modeling, Industrial Engineering, CSL, Structured Collaborative Language Systems, SCLS, SPRL, Structured Path Resonance Loop, Meteorology and Climate Science, Governance and Ethics of AI, Natural Language Processing, Human–AI Collaboration, Healthcare AI, AI Hallucination Mitigation, Structured Expression Resonance, Meteorological Forecasting, Data Science, Software Engineering, Rhythm OS, Code Generation, Computational Linguistics, AI Reliability, Keywords and subjects, SER, Manufacturing and Industrial AI, Financial Technology

结构优先原则 | AI 放大效应的起点在强结构领域: 来自医疗・金融・气象・制造的系统性证据

Authors: Wei, Xinliang

Subject Terms: Structure-First Principle, Healthcare Informatics, Protocolized Structure in AI, Collaborative Structural Linguistics, Machine Learning, Structural Amplification Effect, Artificial Intelligence, Financial Risk Modeling, Industrial Engineering, CSL, Structured Collaborative Language Systems, SCLS, Structured Path Resonance Loop, SPRL, Meteorology and Climate Science, Governance and Ethics of AI, Natural Language Processing, Human–AI Collaboration, Healthcare AI, AI Hallucination Mitigation, Structured Expression Resonance, Meteorological Forecasting, Data Science, Software Engineering, Rhythm OS, Code Generation, Computational Linguistics, AI Reliability, SER, Manufacturing and Industrial AI, Financial Technology