Most-cited papers on Real world validation

Ranked by citation count via OpenAlex. Citations update on a rolling basis; list regenerates every 24h.

1. Validating vignette and conjoint survey experiments against real-world behavior

   2015 · Proceedings of the National Academy of Sciences · Hainmueller, Jens, Hangartner, Dominik, Yamamoto, Teppei

   1,290 cited

2. Project Ernestine: Validating a GOMS Analysis for Predicting and Explaining Real-World Task Performance

   1993 · Human-Computer Interaction · Gray, Wayne D., John, Bonnie E., Atwood, Michael E.

   429 cited

3. Validation of Qualitative Research in the “Real World”

   2003 · Qualitative Health Research · Pyett, Priscilla

   316 cited

4. Development and Validation of a High‐Quality Composite Real‐World Mortality Endpoint

   2018 · Health Services Research · Curtis, Melissa D., Griffith, Sandra D., Tucker, Melisa et al.

   219 cited

5. Validating Measures of Real-World Outcome: The Results of the VALERO Expert Survey and RAND Panel

   2009 · Schizophrenia Bulletin · Leifker, Feea R., Patterson, Thomas L., Heaton, Robert K. et al.

   190 cited

6. Validating the Measurement of Real-World Functional Outcomes: Phase I Results of the VALERO Study

   2011 · American Journal of Psychiatry · Harvey, Philip D., Raykov, Tenko, Twamley, Elizabeth W. et al.

   182 cited

7. Multicenter, Head-to-Head, Real-World Validation Study of Seven Automated Artificial Intelligence Diabetic Retinopathy Screening Systems

   2021 · Diabetes Care · Lee, Aaron, Yanagihara, Ryan T., Lee, Cecilia S. et al.

   170 cited

8. Validation of the Microscopic Traffic Flow Model VISSIM in Different Real-World Situations

   2001 · Fellendorf, Martin, Vortisch, Peter

   169 cited

9. A New Arithmetic Optimization Algorithm for Solving Real-World Multiobjective CEC-2021 Constrained Optimization Problems: Diversity Analysis and Validations

   2021 · IEEE Access · Premkumar, M., Jangir, Pradeep, Kumar, B. Santhosh et al.

   165 cited

10. Validation analysis of a composite <scp>real‐world</scp> mortality endpoint for patients with cancer in the <scp>United States</scp>

    2021 · Health Services Research · Zhang, Qianyi, Gossai, Anala, Monroe, Shirley et al.

    164 cited

11. Requirements elicitation and validation with real world scenes

    1998 · IEEE Transactions on Software Engineering · Haumer, Peter, Pohl, Klaus, Weidenhaupt, K.

    151 cited

12. Assessing real-world gait with digital technology? Validation, insights and recommendations from the Mobilise-D consortium

    2023 · Journal of NeuroEngineering and Rehabilitation · Micó-Amigo, M. Encarna, Bonci, Tecla, Paraschiv-Ionescu, Anisoara et al.

    133 cited

13. Speed perception and actual speed in a driving simulator and real-world: A validation study

    2019 · Transportation Research Part F Traffic Psychology and Behaviour · Hussain, Qinaat, Alhajyaseen, Wael, Pirdavani, Ali et al.

    133 cited

14. Technical validation of real-world monitoring of gait: a multicentric observational study

    2021 · BMJ Open · Mazzà, Claudia, Alcock, Lisa, Aminian, Kamiar et al.

    118 cited

15. Modelling market diffusion of electric vehicles with real world driving data — Part I: Model structure and validation

    2014 · Ecological Economics · Plötz, Patrick, Gnann, Till, Wietschel, Martin

    116 cited

16. Tailored for Real-World: A Whole Slide Image Classification System Validated on Uncurated Multi-Site Data Emulating the Prospective Pathology Workload

    2020 · Scientific Reports · Ianni, Julianna D., Soans, Rajath Elias, Sankarapandian, Sivaramakrishnan et al.

    112 cited

17. A Critical Review of Validation, Blind Testing, and Real- World Use of Alchemical Protein-Ligand Binding Free Energy Calculations

    2017 · Current Topics in Medicinal Chemistry · Abel, Robert, Wang, Lingle, Mobley, David L. et al.

    111 cited

18. Real-World Validation of Molecular International Prognostic Scoring System for Myelodysplastic Syndromes

    2023 · Journal of Clinical Oncology · Sauta, Elisabetta, Robin, Marie, Bersanelli, Matteo et al.

    106 cited

19. Validation and real-world clinical application of an artificial intelligence algorithm for breast cancer detection in biopsies

    2022 · npj Breast Cancer · Sandbank, Judith, Bataillon, Guillaume, Nudelman, Alona et al.

    98 cited

20. Welcome to the real world: Validating fixation-related brain potentials for ecologically valid settings

    2007 · Brain Research · Hutzler, Florian, Braun, Mario, Võ, Melissa L.‐H. et al.

    93 cited

21. Validation of accuracy of SVM-based fall detection system using real-world fall and non-fall datasets

    2017 · PLoS ONE · Aziz, Omar, Klenk, Jochen, Schwickert, Lars et al.

    90 cited

22. Machine learning and deep neural network — Artificial intelligence core for lab and real-world test and validation for ADAS and autonomous vehicles: AI for efficient and quality test and validation

    2017 · 2017 Intelligent Systems Conference (IntelliSys) · Vishnukumar, Harsha Jakkanahalli, Butting, Björn, Müller, Christian et al.

    74 cited

23. Deep Learning Classification of Canine Behavior Using a Single Collar-Mounted Accelerometer: Real-World Validation

    2021 · Animals · Chambers, Robert, Yoder, Nathanael C., Carson, Aletha et al.

    72 cited

24. The proof of the pudding: in praise of a culture of real-world validation for medical artificial intelligence

    2019 · Annals of Translational Medicine · Cabitza, Federico, Zeitoun, Jean‐David

    69 cited

25. Use of Supervised Machine Learning for GNSS Signal Spoofing Detection with Validation on Real-World Meaconing and Spoofing Data—Part I

    2020 · Sensors · Šemanjski, Silvio, Šemanjski, Ivana, Wilde, Wim De et al.

    67 cited

26. Connecting Technological Innovation in Artificial Intelligence to Real-world Medical Practice through Rigorous Clinical Validation: What Peer-reviewed Medical Journals Could Do

    2018 · Journal of Korean Medical Science · Park, Seong Ho, Kressel, Herbert Y.

    66 cited

27. Standardized reporting systems for computed tomography coronary angiography and calcium scoring: A real-world validation of CAD-RADS and CAC-DRS in patients with stable chest pain

    2019 · Journal of cardiovascular computed tomography · Williams, Michelle C., Moss, Alastair J., Dweck, Marc R. et al.

    62 cited

28. Validation and real-world assessment of the Functional Assessment of Anorexia-Cachexia Therapy (FAACT) scale in patients with advanced non-small cell lung cancer and the cancer anorexia-cachexia syndrome (CACS)

    2015 · Supportive Care in Cancer · LeBlanc, Thomas W., Samsa, Greg, Wolf, Steven et al.

    62 cited

29. Real-world validation of the 2017 McDonald criteria for pediatric MS

    2018 · Neurology Neuroimmunology & Neuroinflammation · Wong, Yu Yi M., Mol, Casper L. de, Vries, Roos M. van der Vuurst de et al.

    60 cited

30. Establishment and prospective validation of an SUV_max cutoff value to discriminate clinically significant prostate cancer from benign prostate diseases in patients with suspected prostate cancer by ⁶⁸Ga-PSMA PET/CT: a real-world study

    2021 · Theranostics · Jiao, Jianhua, Kang, Fei, Zhang, Jingliang et al.

    60 cited