All Stories

  1. Automatic Classification of Medical Artificial Intelligence Articles by Their Level of Translational Maturity: An Interpretable Supervised Text-Classification Approach

    Article • July 2026, openRxiv

    Dr Sandeep Reddy

  2. Foundation for Artificial Intelligence‐Driven Democratization of Healthcare Access

    Article • Learning Health Systems, May 2026, Wiley

    Dr Sandeep Reddy

  3. Ambient Artificial Intelligence Scribes: A Reality Check—Insights From Two RCTs

    Article • Australian and New Zealand Journal of Surgery, April 2026, Wiley

    Dr Sandeep Reddy

  4. The Architectural Shift: Integrating Artificial Intelligence from the Ground Up in Undergraduate Medical Education

    Article • March 2026, MDPI AG

    Dr Sandeep Reddy

  5. Patient-centric radiology: Utilising large language models (LLMs) to improve patient communication and education

    Article • February 2026, openRxiv

    Dr Sandeep Reddy

  6. ED-Triage-Agent: A Framework for Human-AI Collaborative Emergency Triage

    Article • February 2026, openRxiv

    Dr Sandeep Reddy

  7. Transforming Global Healthcare Delivery

    Article • January 2026, Elsevier

    Dr Sandeep Reddy

  8. Preparing Australian Healthcare Managers for Artificial Intelligence: Current trends and strategic imperatives

    Article • Asia Pacific Journal of Health Management, December 2025, Australasian College of Health Service Management

    Dr Sandeep Reddy

  9. Taking A Risk-Based Approach in Adapting Clinical Governance Systems to Virtual Care Settings

    Article • Asia Pacific Journal of Health Management, December 2025, Australasian College of Health Service Management

    Dr Sandeep Reddy

  10. Bayesian Analysis of AI-Driven Cost Savings in UK and Australian Healthcare Systems: A Cross-Sector Implementation Study (Preprint)

    Article • December 2025, JMIR Publications Inc.

    Dr Sandeep Reddy

  11. Bayesian Analysis of AI-Driven Cost Savings in UK and Australian Healthcare Systems: A Cross-Sector Implementation Study (Preprint)

    Article • JMIR Medical Informatics, December 2025, JMIR Publications Inc.

    Dr Sandeep Reddy

  12. Beyond the Leaderboard: The Limitations of LLM Benchmarks and the Case for Real-World Clinical Evaluation

    Article • November 2025, MDPI AG

    Dr Sandeep Reddy

  13. ​AI in the doctor-patient encounter

    Article • BMJ, November 2025, BMJ

    Dr Sandeep Reddy

  14. Using generative artificial intelligence in clinical practice: a narrative review and proposed agenda for implementation

    Article • The Medical Journal of Australia, October 2025, Wiley

    Dr Sandeep Reddy

  15. Simplification and Translation of Medical Reports Using Large Language Models-A Protocol for the Indian Context

    Article • August 2025, MDPI AG

    Dr Sandeep Reddy

  16. Global Health in the Age of AI: Charting a Course for Ethical Implementation and Societal Benefit

    Article • Minds and Machines, July 2025, Springer Science + Business Media

    Dr Hannah van Kolfschooten, Dr Sandeep Reddy

  17. Deep learning classification integrating embryo images with associated clinical information from ART cycles

    Article • Scientific Reports, May 2025, Springer Science + Business Media

    Dr Sandeep Reddy

  18. Enabling Responsible AI Agents in Healthcare: A Comprehensive Framework for Clinical Integration, Triage, and Personalized Service Delivery

    Article • March 2025, MDPI AG

    Dr Sandeep Reddy

  19. Global Harmonization of Artificial Intelligence-Enabled Software as a Medical Device Regulation: Addressing Challenges and Unifying Standards

    Article • Mayo Clinic Proceedings Digital Health, March 2025, Elsevier

    Dr Sandeep Reddy

  20. The long road ahead: navigating obstacles and building bridges for clinical integration of artificial intelligence technologies

    Article • Journal of Medical Artificial Intelligence, March 2025, AME Publishing Company

    Dr Sandeep Reddy

  21. Translational AI: Bridging the Gap Between Research and Clinical Practice

    Article • January 2025, ScienceOpen

    Dr Sandeep Reddy

  22. Generative artificial intelligence (AI): a key innovation or just hype in primary care settings?

    Article • BMJ Health & Care Informatics, December 2024, BMJ

    Dr Sandeep Reddy

  23. HUMANE: Harmonious Understanding of Machine Learning Analytics Network—global consensus for research on artificial intelligence in medicine

    Article • June 2024, Open Exploration Publishing

    Dr Sandeep Reddy

  24. Assessing Machine Learning for Diagnostic Classification of Hypertension Types Identified by Ambulatory Blood Pressure Monitoring

    Article • CJC Open, June 2024, Elsevier

    Dr Sandeep Reddy

  25. Discussing the Role of Explainable AI and Evaluation Frameworks for Safe and Effective Integration of Large Language Models in Healthcare

    Article • Telehealth and Medicine Today, April 2024, Partners in Digital Health

    Dr Sandeep Reddy

  26. Predicting chronic kidney disease progression using small pathology datasets and explainable machine learning models

    Article • April 2024, Cold Spring Harbor Laboratory Press

    Dr Sandeep Reddy

  27. The digital divide in rural and regional communities: a survey on the use of digital health technology and implications for supporting technology use

    Article • BMC Research Notes, March 2024, Springer Science + Business Media

    Dr Sandeep Reddy

  28. Generative AI in healthcare: an implementation science informed translational path on application, integration and governance

    Article • Implementation Science, March 2024, Springer Science + Business Media

    Dr Sandeep Reddy

  29. Case Study: Design of an Approach for Assessing a Novel Health Capability Maturity Model

    Article • January 2024, IOS Press

    Dr Sandeep Reddy

  30. Predicting chronic kidney disease progression using small pathology datasets and explainable machine learning models

    Article • Computer Methods and Programs in Biomedicine Update, January 2024, Elsevier

    Dr Sandeep Reddy

  31. An Introduction to Artificial Intelligence

    Article • November 2023, Taylor & Francis

    Dr Sandeep Reddy

  32. Ethics, Regulation and Legal Issues of AI in Healthcare

    Article • November 2023, Taylor & Francis

    Dr Sandeep Reddy

  33. Translational Application of Artificial Intelligence in Healthcare

    Article • November 2023, Taylor & Francis

    Dr Sandeep Reddy

  34. Translational Challenges of Implementing AI in Healthcare

    Article • November 2023, Taylor & Francis

    Dr Sandeep Reddy

  35. Exploring the utility of artificial intelligence of intrapartum cardiotocography: a systematic review

    Article • October 2023, Springer Science + Business Media

    Dr Sandeep Reddy

  36. Navigating the AI Revolution: The Case for Precise Regulation in Health Care

    Article • Journal of Medical Internet Research, September 2023, JMIR Publications Inc.

    Dr Sandeep Reddy

  37. Application of a Comprehensive Evaluation Framework to COVID-19 Studies: Systematic Review of Translational Aspects of Artificial Intelligence in Health Care

    Article • JMIR AI, July 2023, JMIR Publications Inc.

    Dr Sandeep Reddy

  38. Navigating the AI Revolution: The Case for Precise Regulation in Health Care (Preprint)

    Article • June 2023, JMIR Publications Inc.

    Dr Sandeep Reddy

  39. Survey and Evaluation of Hypertension Machine Learning Research

    Article • Journal of the American Heart Association, May 2023, Wolters Kluwer Health

    Dr Sandeep Reddy

  40. Evaluating Large Language Models for use in healthcare: A Framework for Translational Value Assessment

    Article • March 2023, Center for Open Science

    Dr Sandeep Reddy

  41. Application of comprehensive evaluation framework to Coronavirus Disease 19 studies: A systematic review of translational aspects of artificial intelligence in health care

    Article • February 2023, Cold Spring Harbor Laboratory Press

    Dr Sandeep Reddy

  42. Embryo selection through artificial intelligence versus embryologists: a systematic review

    Article • Human Reproduction Open, January 2023, Oxford University Press (OUP)

    Dr Sandeep Reddy

  43. Evaluating large language models for use in healthcare: A framework for translational value assessment

    Article • Informatics in Medicine Unlocked, January 2023, Elsevier

    Dr Sandeep Reddy

  44. Reply: Artificial intelligence as a door opener for a new era of human reproduction

    Article • Human Reproduction Open, January 2023, Oxford University Press (OUP)

    Dr Sandeep Reddy

  45. Origin of novel coronavirus causing COVID-19: A computational biology study using artificial intelligence

    Article • Machine Learning with Applications, September 2022, Elsevier

    Dr Sandeep Reddy

  46. Application of a Comprehensive Evaluation Framework to COVID-19 Studies: Systematic Review of Translational Aspects of Artificial Intelligence in Health Care (Preprint)

    Article • August 2022, JMIR Publications Inc.

    Dr Sandeep Reddy

  47. Explainability and artificial intelligence in medicine

    Article • The Lancet Digital Health, April 2022, Elsevier

    Dr Sandeep Reddy

  48. Quality use of artificial intelligence in medical imaging: What do radiologists need to know?

    Article • Journal of Medical Imaging and Radiation Oncology, March 2022, Wiley

    Dr Sandeep Reddy

  49. Predictive Accuracy and Clinical Utility of Machine Learning Prediction for Classifying Blood Pressure Status

    Article • SSRN Electronic Journal, January 2022, Elsevier

    Dr Sandeep Reddy

  50. Evaluation framework to guide implementation of AI systems into healthcare settings

    Article • BMJ Health & Care Informatics, October 2021, BMJ

    Dr Sandeep Reddy

  51. Artificial intelligence in healthcare-opportunities and challenges

    Article • Journal of Hospital Management and Health Policy, September 2021, AME Publishing Company

    Dr Sandeep Reddy

  52. Enabling change in public health services: Insights from the implementation of nurse mentoring interventions to improve quality of obstetric and newborn care in two North Indian states

    Article • Gates Open Research, April 2021, Faculty of 1000, Ltd.

    Dr Sandeep Reddy

  53. Use and validation of text mining and cluster algorithms to derive insights from Corona Virus Disease-2019 (COVID-19) medical literature

    Article • Computer Methods and Programs in Biomedicine Update, January 2021, Elsevier

    Dr Sandeep Reddy

  54. Enabling change in public health services: Insights from the implementation of nurse mentoring interventions to improve quality of obstetric and newborn care in two North Indian states

    Article • Gates Open Research, October 2020, Faculty of 1000, Ltd.

    Dr Sandeep Reddy

  55. Enabling change in public health services: Insights from the implementation of nurse mentoring interventions to improve quality of obstetric and newborn care in two North Indian states

    Article • Gates Open Research, June 2020, Faculty of 1000, Ltd.

    Dr Sandeep Reddy

  56. Artificial intelligence and healthcare—why they need each other?

    Article • Journal of Hospital Management and Health Policy, March 2020, AME Publishing Company

    Dr Sandeep Reddy

  57. AI in global healthcare: Need for robust governance frameworks

    Article • January 2020, Center for Open Science

    Dr Sandeep Reddy

  58. A Qualitative Evaluation of a Clinical Faculty Mentorship Program Using a Realist Evaluation Approach

    Article • Academic Pediatrics, January 2020, Elsevier

    Dr Sandeep Reddy

  59. A governance model for the application of AI in health care

    Article • Journal of the American Medical Informatics Association, November 2019, Oxford University Press (OUP)

    Dr Sandeep Reddy, Dr Simon James Coghlan

  60. Evaluation of clinical quality improvement interventions: feasibility of an integrated approach

    Article • Pilot and Feasibility Studies, January 2019, Springer Science + Business Media

    Dr Sandeep Reddy

  61. Artificial intelligence-enabled healthcare delivery

    Article • Journal of the Royal Society of Medicine, December 2018, SAGE Publications

    Sandeep Reddy, Dr Sandeep Reddy

  62. A review of hospital reforms in 4 countries over 20 years.

    Article • International Journal of Health Services, July 2017, SAGE Publications

    Sandeep Reddy, Dr Sandeep Reddy

  63. Use of clinical guidelines in remote Australia: A realist evaluation

    Article • Journal of Evaluation in Clinical Practice, May 2017, Wiley

    Dr Sandeep Reddy

  64. Identifying an appropriate Content Management System to develop Clinical Practice Guidelines: A perspective

    Article • Health Informatics Journal, March 2017, SAGE Publications

    Dr Sandeep Reddy

  65. Exploration of funding models to support hybridisation of Australian primary health care organisations

    Article • Journal of Primary Health Care, January 2017, CSIRO Publishing

    Dr Sandeep Reddy

  66. A Realist Case Study of a Regional Hospitals Response to Improve Emergency Department Access in the Context of Australian Health Care Reforms

    Article • Health Services Research and Managerial Epidemiology, February 2016, SAGE Publications

    Dr Sandeep Reddy

  67. Integrated health care: it’s time for it to blossom

    Article • Australian Health Review, January 2016, CSIRO Publishing

    Dr Sandeep Reddy

  68. Evaluating impact of clinical guidelines

    Article • Journal of Evaluation in Clinical Practice, December 2015, Wiley

    Dr Sandeep Reddy

  69. Realist Evaluation of a remote hospital programme in the context of Australian health care reforms

    Article • International Journal of Healthcare Management, June 2015, Taylor & Francis

    Dr Sandeep Reddy

  70. Can Australia's clinical practice guidelines be trusted?

    Article • The Medical Journal of Australia, May 2015, Australasian Medical Publishing Co. Pty Ltd. (AMPCo)

    Dr Sandeep Reddy