Recent papers on Real world validation

Sorted by publication year (newest first) via OpenAlex. List regenerates every 24h.

1. Multilingual AI Assisted Clinical Decision Support for Early Hantavirus Triage: Design, Engineering Validation, and Real-World Deployment Across 50,000 Interpreted Blood Test Reports

   2026 · Open MIND · Klein, Thomas, Bulut, Julian Emirhan

   2026

2. Life’s Essential 8 and Incident Cardiovascular Disease: Validation Using Real World Data from Consumer Devices in the All of Us Research Program

   2026 · medRxiv · Tremblay, Julien, Annis, Jeffrey, Master, Hiral et al.

   2026

3. Simulating Ulcerative Colitis Clinical Trials Using Knowledge Graph–Enhanced Real-World Data Modeling: Validation Across 21 Studies

   2026 · Research Square · Dormont, Flavio, Shapiro, Michael, Perlman, Amichai et al.

   2026

4. MGCP* Preregistered Predictive Utility Validation: Locked Predictions, Real-World Sensor Data, and Final Verdict

   2026 · Zenodo (CERN European Organization for Nuclear Research) · McCaul, Justin

   2026

5. Streamlining Alzheimer’s disease diagnosis: real-world validation of two-cut-off diagnostic models based on plasma p-tau/Aβ42 ratios

   2026 · Journal of Neurology · Poli, Martina, Bonomi, Chiara Giuseppina, Donna, Martina Gaia Di et al.

   2026

6. Smartphone-based lightweight AI system for real-time multiple anterior segment disease screening: development and real-world validation

   2026 · BMC Medicine · Liu, Ying, Xu, Changsheng, Wu, Shinan et al.

   2026

7. Development and validation of an AI-generated real-world object stimuli set

   2026 · PsyArXiv (OSF Preprints) · Hart, Rebecca, Rodrigues, Mario Parra, Bastian, Claudia C. von et al.

   2026

8. Omission of Sentinel Lymph Node Biopsy in Breast Cancer: A Real‐World Validation of the Patient Populations of the SOUND and INSEMA Trials

   2026 · Journal of Surgical Oncology · Puiras, Tia, Juhanoja, E., Tamminen, Anselm

   2026

9. Optimising Retraining Frequency for a Paediatric Emergency Department Admission Prediction Model: Development and Temporal Validation Using Real‐World Data

   2026 · Emergency Medicine Australasia · Williams, Ethan, Sinha, Toshi, Lyttle, Mark et al.

   2026

10. Real-world validation dataset for the Transducin open-source pipeline (github.com/oftalmos-org/transducin, Apache 2.0).

    2026 · Zenodo (CERN European Organization for Nuclear Research) · Jaurrieta-Hinojos, Jesus Noel

    2026

11. Deep Learning-Based Multistage Peach Ripeness Detection with Data Leakage Mitigation and Real-World Validation

    2026 · Applied Sciences · Castro-Tapia, Salvador, Díaz-Flórez, Germán, Reveles-Martínez, Rafael et al.

    2026

12. Tu1770 A VALIDATED PROCESS USING LARGE LANGUAGE MODELS TO ENSURE ACCURACY OF REAL-WORLD DATASETS AND CLINICAL UTILITY WITH SEMAGLUTIDE IMPROVES SPECIFICITY COMPARED TO TRADITIONAL METHODS

    2026 · Gastrointestinal Endoscopy · Fredrick, Thomas W, Cordova, Juan Martin Garcia, Villamarin, Jose L. et al.

    2026

13. Su1374 LOCALLY-DEPLOYABLE LIGHTWEIGHT LLMS SIGNIFICANTLY IMPROVE CLINICIAN ACCURACY AND EFFICIENCY IN SURVEILLANCE COLONOSCOPY INTERVAL DETERMINATION: A REAL-WORLD VALIDATION STUDY

    2026 · Gastrointestinal Endoscopy · Wu, Hao-Yu, Lee, Tsai-Rung, Fu, Chung-Yu et al.

    2026

14. Sul399 BIOLOGIC BEHAVIOUR OF CARCINOMA DIFFERS ACROSS THE COLORECTUM: REAL-WORLD VALIDATION IN AN ALL-COMERS OBSERVATIONAL COHORT FROM A TERTIARY CARE CENTER

    2026 · Gastroenterology · Li, Huaqi, Khalaf, Kareem, Bucheeri, Mohammed et al.

    2026

15. Decoding Parkinson’s progression: A multi-modal SuStaIn ensemble approach validated on real-world PPMI data

    2026 · Neurobiology of Disease · Hani, Moad, Mahmoudi, Saïd, Benjelloun, Mohammed

    2026

16. Clinical validation of a multiplex colorimetric RT-LAMP assay for simultaneous RSV-A and RSV-B detection in a real-world setting

    2026 · Diagnostic Microbiology and Infectious Disease · Cavalcante, Caroline. C., Almeida, Letícia T., Franco-Luiz, Ana Paula M. et al.

    2026

17. Mo1868 REAL WORLD VALIDATION OF SEMI-QUANTITATIVE MULTI-PARAMETRIC MRI (SQ-MRI) SCORE FOR DIAGNOSIS OF NON-CALCIFIC CHRONIC PANCREATITIS IN A LARGE PROSPECTIVE COHORT

    2026 · Gastrointestinal Endoscopy · Tirkes, Temel, Chang, Stephanie T., Dasyam, Anil et al.

    2026

18. 625 VALIDATE-PERIANAL: AN INTERNATIONAL REAL-WORLD MULTI-CENTRE VALIDATION OF THE TOPCLASS DEFINITION OF A RADIOLOGICALLY HEALED FISTULA IN PERIANAL FISTULISING CROHN’S DISEASE

    2026 · Gastrointestinal Endoscopy · Samaan, Sami, Anand, Easan, Croonenburg, Thirza J. et al.

    2026

19. Qualified prediction system for allograft failure in real world settings: extended validation study

    2026 · BMJ Medicine · Raynaud, Marc, Truchot, Agathe, Naser, Sofía et al.

    2026

20. 800 REAL-WORLD VALIDATION OF LARGE LANGUAGE MODELS (LLM) TO DETERMINE ADENOMA PER COLONOSCOPY (APC) – IS IT PRIME TIME FOR APC AS QUALITY INDICATOR?

    2026 · Gastroenterology · Subramanian, Amogh, Putera, Martin, Kwan, Clarence K. et al.

    2026

21. MPI Malleability Validation under Replayed Real-World HPC Conditions

    2026 · arXiv (Cornell University) · Iserte, S., Madon, M., Da, G. et al.

    2026

22. A real-world validation of the Risk for Sexual Violence Protocol (RSVP)

    2026 · Psychology Crime and Law · McEwan, Troy, Slikboer, Reneta, Spivak, Benjamin et al.

    2026