Reference health
Towards Autonomous Healthcare: Integrating Artificial Intelligence (AI) for Personalized Medicine and Disease Prediction
1 of 77 checkable references need attention · checked 2026-08-05
At the dated check, the references listed below either did not resolve in Crossref or DataCite, or carried a retraction notice. Each one is shown with the registry record that put it there.
83 without a DOI — not checked. A reference deposited without a DOI is never matched by title or guessed at; it stays outside the checked set, and this line discloses that.
References needing attention
marked retracted — notice via Crossref, record curated by Retraction Watch10.1007/s12032-022-01711-1
RETRACTED ARTICLE: Artificial intelligence and machine learning in precision and genomic medicine
The 76 checked references that resolve
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Attitudes and perception of artificial intelligence in healthcare: A cross-sectional survey among patients
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Artificial Intelligence, Healthcare, Clinical Genomics, and Pharmacogenomics Approaches in Precision Medicine
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Advancing Personalized Medicine Through the Application of Whole Exome Sequencing and Big Data Analytics
resolves10.3390/ijms23094645
Innovations in Genomics and Big Data Analytics for Personalized Medicine and Health Care: A Review
resolves10.1155/2022/7842566
Effectiveness of Artificial Intelligence for Personalized Medicine in Neoplasms: A Systematic Review
resolves10.3390/jpm11040265
Personalized Clinical Phenotyping through Systems Medicine and Artificial Intelligence
resolves10.1002/ags3.12437
Radiogenomics of gastroenterological cancer: The dawn of personalized medicine with artificial intelligence‐based image analysis
resolves10.1177/2472630319890316
CURATE.AI: Optimizing Personalized Medicine with Artificial Intelligence
resolves10.4103/joacp.JOACP_139_20
Artificial intelligence, nano-technology and genomic medicine: The future of anaesthesia
resolves10.1089/omi.2021.0170
Artificial Intelligence as Accelerator for Genomic Medicine and Planetary Health
resolves10.1007/s00247-021-05114-8
How does artificial intelligence in radiology improve efficiency and health outcomes?
resolves10.1007/s00330-021-07892-z
Artificial intelligence in radiology: 100 commercially available products and their scientific evidence
resolves10.1186/s40537-020-00315-8
Preventive healthcare policies in the US: solutions for disease management using Big Data Analytics
resolves10.1016/j.compbiomed.2021.104660
Mapping research strands of ethics of artificial intelligence in healthcare: A bibliometric and content analysis
resolves10.1007/s43681-022-00195-z
Operationalising ethics in artificial intelligence for healthcare: a framework for AI developers
resolves10.1111/bioe.12885
Evaluation of artificial intelligence clinical applications: Detailed case analyses show value of healthcare ethics approach in identifying patient care issues
resolves10.3390/make5030053
Artificial Intelligence Ethics and Challenges in Healthcare Applications: A Comprehensive Review in the Context of the European GDPR Mandate
resolves10.1007/s13346-021-00929-2
Robotics, microfluidics, nanotechnology and AI in the synthesis and evaluation of liposomes and polymeric drug delivery systems
resolves10.1016/j.biopha.2023.114784
Integrative toxicogenomics: Advancing precision medicine and toxicology through artificial intelligence and OMICs technology
resolves10.3389/fonc.2023.1164808
Editorial: An era of personalized medicine in breast cancer: integrating artificial intelligence into practice
resolves10.3389/fmed.2022.795957
A Review of Artificial Intelligence and Robotics in Transformed Health Ecosystems
resolves10.3389/fpubh.2022.860396
An Augmented Artificial Intelligence Approach for Chronic Diseases Prediction
resolves10.1007/s44163-023-00049-5
Evaluation of artificial intelligence techniques in disease diagnosis and prediction
resolves10.18280/ria.360202
Comparison of Artificial Intelligence Algorithms in Plant Disease Prediction
resolves10.1093/eurheartj/ehac238
Critical appraisal of artificial intelligence-based prediction models for cardiovascular disease
resolves10.3389/fcvm.2022.945726
Artificial intelligence in cardiology: Hope for the future and power for the present
resolves10.1016/j.cjca.2021.09.004
Opening the Black Box: The Promise and Limitations of Explainable Machine Learning in Cardiology
resolves10.2174/1875036202013010025
Machine Learning Algorithms in Cardiology Domain: A Systematic Review
resolves10.3390/su15097593
Prediction of Sodium Hazard of Irrigation Purpose using Artificial Neural Network Modelling
resolves10.14445/22315381/IJETT-V71I3P220
Evaluating the Selection Criteria of Formwork System (FS) for RCC Building Construction
resolves10.1093/braincomms/fcaa096
Artificial intelligence for clinical decision support in neurology
resolves10.3390/diagnostics13152592
The Applicability of Artificial Intelligence in Predicting the Depth of Myometrial Invasion on MRI Studies—A Systematic Review
resolves10.1007/s00256-021-03830-8
Artificial intelligence for MRI diagnosis of joints: a scoping review of the current state-of-the-art of deep learning-based approaches
resolves10.1007/s10668-021-01535-5
Comparison of multi-influence factor, weight of evidence and frequency ratio techniques to evaluate groundwater potential zones of basaltic aquifer systems
resolves10.1007/s10439-023-03203-3
Potential Use of Artificial Intelligence in Infectious Disease: Take ChatGPT as an Example
resolves10.1016/j.cmi.2020.03.012
Image analysis and artificial intelligence in infectious disease diagnostics
resolves10.1126/science.adh1114
Leveraging artificial intelligence in the fight against infectious diseases
resolves10.1016/j.imed.2022.10.003
Application of big data and artificial intelligence in epidemic surveillance and containment
resolves10.1504/IJADS.2022.121559
Big data, artificial intelligence and epidemic disasters. A primary structured literature review
resolves10.1016/j.xcrm.2022.100867
Preventing the next pandemic: Use of artificial intelligence for epidemic monitoring and alerts
resolves10.1016/j.health.2022.100092
An ensemble Machine Learning approach for predicting Type-II diabetes mellitus based on lifestyle indicators
resolves10.1097/ICU.0000000000000685
Artificial intelligence in ophthalmology during COVID-19 and in the post COVID-19 era
resolves10.3390/diagnostics12122964
Artificial Intelligence, Wearables and Remote Monitoring for Heart Failure: Current and Future Applications
resolves10.1007/s00330-020-06874-x
Implementation of eHealth and AI integrated diagnostics with multidisciplinary digitized data: are we ready from an international perspective?
resolves10.1002/cpt.2471
Precision Reimbursement for Precision Medicine: Using Real‐World Evidence to Evolve From Trial‐and‐Project to Track‐and‐Pay to Learn‐and‐Predict
resolves10.1515/9783110708127-003
Advanced deep learning techniques and applications in healthcare services
resolves10.3390/ai4030034
Explainable Artificial Intelligence (XAI): Concepts and Challenges in Healthcare
resolves10.1016/B978-0-12-818438-7.00012-5
Ethical and legal challenges of artificial intelligence-driven healthcare
resolves10.1186/s12911-020-01332-6
Explainability for artificial intelligence in healthcare: a multidisciplinary perspective
resolves10.17816/DD77446
On the issue of ethical aspects of the artificial intelligence systems implementation in healthcare
resolves10.1002/j.2371-9621.2021.tb00005.x
Rethinking the Maturity of Artificial Intelligence in Safety‐Critical Settings
resolves10.18495/comengapp.v10i1.353
The Artificial Intelligence Readiness for Pandemic Outbreak COVID-19: Case of Limitations and Challenges in Indonesia
The 83 references without a DOI — listed, not checked
no DOI — not checkedThe potential for artificial intelligence in healthcare
no DOI — not checked3D Printing as a Promising Tool in Personalized Medicine
no DOI — not checkedThe Road to Personalized Medicine in Alzheimer's Disease: The Use of Artificial Intelligence
no DOI — not checkedDigital Transformation in Personalized Medicine with Artificial Intelligence and the Internet of Medical Things
no DOI — not checkedLooking beyond the hype: Applied AI and machine learning in translational medicine
no DOI — not checkedPrecision Medicine, Artificial Intelligence, and Genomic Markers in UrologyDo we need to Tailor our Clinical Practice?
no DOI — not checkedGenomic medicine and artificial intelligence
no DOI — not checkedArtificial intelligence in radiology
no DOI — not checkedMedical students' perceptions of the impact of artificial intelligence in radiology
no DOI — not checkedArtificial intelligence in pathology
no DOI — not checkedDigital pathology and artificial intelligence
no DOI — not checkedref31
no DOI — not checkedIdentification of technology frontiers of artificial intelligence-assisted pathology based on patent citation network
no DOI — not checkedLOCATION AND CAPACITY PLANNING FOR PREVENTIVE HEALTHCARE FACILITIES WITH CONGESTION EFFECTS
no DOI — not checkedPersonality and preventive healthcare utilisation: Evidence from the Irish Longitudinal Study on Ageing
no DOI — not checkedPreventive healthcare uptake in private hospitals in Nigeria: A cross-sectional survey (Nisa premier hospital)
no DOI — not checkedref38
no DOI — not checkedAdvances in healthcare wearable devices
no DOI — not checkedHealthcare wearable devices: an analysis of key factors for continuous use intention
no DOI — not checkedWhat drives the use of wearable healthcare devices? A cross-country comparison between the US and Korea
no DOI — not checkedWearable Devices in Healthcare Services. Bibliometrix Analysis by using R Package
no DOI — not checkedInvestigating the digital health acceptance of Korean baby boomers: Comparative study of telemedicine and wearable healthcare devices
no DOI — not checkedArtificial Intelligence in Healthcare: Review, Ethics, Trust Challenges & Future Research Directions
no DOI — not checkedArtificial intelligence and ethics in healthcare-balancing act or symbiosis?
no DOI — not checkedThe ethics of advancing artificial intelligence in healthcare: analyzing ethical considerations for Japan's innovative AI hospital system
no DOI — not checkedArtificial Intelligence-Driven Designer Drug Combinations: From Drug Development to Personalized Medicine
no DOI — not checkedArtificial intelligence, radiology, precision medicine, and personalized medicine
no DOI — not checkedArtificial Intelligence (AI)-aided Disease Prediction
no DOI — not checkedA systematic review: Explainable Artificial Intelligence (XAI) based disease prediction
no DOI — not checkedref63
no DOI — not checkedExplainable Artificial Intelligence Based Framework for Non-Communicable Diseases Prediction
no DOI — not checkedAn efficient IoT-Artificial intelligence-based disease prediction using lightweight CNN in healthcare system
no DOI — not checkedref77
no DOI — not checkedCurrent applications of big data and machine learning in cardiology
no DOI — not checkedIntelligent oncology: The convergence of artificial intelligence and oncology
no DOI — not checkedArtificial intelligence in oncology: Path to implementation
no DOI — not checkedA decision framework for potential dam site selection using GIS, MIF and TOPSIS in Ulhas river basin, India
no DOI — not checkedAn integrated GIS, MIF, and TOPSIS approach for appraising electric vehicle charging station suitability zones in Mumbai
no DOI — not checkedIdentification of sustainable urban settlement sites using interrelationship based multi-influencing factor technique and GIS
no DOI — not checkedArtificial intelligence and Big Data in neurology
no DOI — not checkedref90
no DOI — not checkedUse of Artificial Intelligence in Clinical Neurology
no DOI — not checkedArtificial Intelligence Algorithm-Based MRI in Evaluating the Treatment Effect of Acute Cerebral Infarction
no DOI — not checkedImproving the Speed of MRI with Artificial Intelligence
no DOI — not checkedArtificial intelligence for prostate MRI: open datasets, available applications, and grand challenges
no DOI — not checkedref98
no DOI — not checkedref102
no DOI — not checkedIntegration of hydrogeological data, GIS and AHP techniques applied to delineate groundwater potential zones in sandstone, limestone and shales rocks of the Damoh district, (MP) central India
no DOI — not checkedref104
no DOI — not checkedref105
no DOI — not checkedArtificial Intelligence for infectious disease Big Data Analytics
no DOI — not checkedAdvances in Artificial Intelligence for Infectious-Disease Surveillance
no DOI — not checkedUse of artificial intelligence in infectious diseases
no DOI — not checkedDesign of Artificial Intelligence Epidemic Big Data Prevention and Control Early Warning System
no DOI — not checkedReplace or create: Analysis of the Relationship between the Artificial Intelligence and Youth Employment in Post Epidemic Era
no DOI — not checkedref117
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no DOI — not checkedChatGPT-4 and the Global Burden of Disease Study: Advancing Personalized Healthcare Through Artificial Intelligence in Clinical and Translational Medicine
no DOI — not checkedIntegration of Artificial Intelligence, Blockchain, and Wearable Technology for Chronic Disease Management: A New Paradigm in Smart Healthcare
no DOI — not checkedTowards Industrial Revolution 5.0 and Explainable Artificial Intelligence: Challenges and Opportunities
no DOI — not checkedA case study for a big data and machine learning platform to improve medical decision support in population health management
no DOI — not checkedA cloud-based deep learning model in heterogeneous data integration system for lung cancer detection in medical industry 4.0
no DOI — not checkedData-driven translational prostate cancer research: From biomarker discovery to clinical decision
no DOI — not checkedref134
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no DOI — not checkedref137
no DOI — not checkedref138
no DOI — not checkedChallenges Associated with the Adoption of Artificial Intelligence in Medical Device Software
no DOI — not checkedMapping the challenges of Artificial Intelligence in the public sector: Evidence from public healthcare
no DOI — not checkedReal-world application, challenges and implication of artificial intelligence in healthcare: an essay
no DOI — not checkedThe potential for artificial intelligence in healthcare
no DOI — not checkedref149
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no DOI — not checkedCustomer experience and satisfaction: importance of customer reviews and customer value on buying preference
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no DOI — not checkedChallenges and solutions for transforming health ecosystems in low-and middle-income countries through artificial intelligence
no DOI — not checkedChatGPT's quiz skills in different otolaryngology subspecialties: an analysis of 2576 singlechoice and multiple-choice board certification preparation questions
no DOI — not checkedOwnership, liability, patentability, and creativity issues in artificial intelligence
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