Health Technology/clinical-trials

Multimodal AI Model for GIST Diagnosis Completes Validation — Implications for Preoperative Risk Stratification

247 Health News Editorial

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4 Apr 2026

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3 min read

·clinical-trials

A completed 300-patient study validated a multimodal AI model integrating CT radiomics, pathomics, and clinical features for GIST diagnosis and risk stratification. The approach could revolutionise preoperative characterisation of gastric submucosal tumors.

Originally reported by ClinicalTrials.gov

References

  1. 1.Zhao, Q. (2024). Development and Validation of a Multimodal Artificial Intelligence Model Integrating CT Radiomics, Pathomics, and Clinical Features for the Diagnosis, Risk Stratification, and Genotype Prediction of Gastrointestinal Stromal Tumors. ClinicalTrials.gov. https://clinicaltrials.gov/study/NCT07454967
  2. 2.Joensuu, H., Hohenberger, P., & Corless, C. L. (2013). Gastrointestinal stromal tumour. The Lancet, 382(9896), 973-983. https://doi.org/10.1016/S0140-6736(13)60106-3
  3. 3.Casali, P. G., Abecassis, N., Aro, H. T., Bauer, S., Biagini, R., Bielack, S., ... & ESMO Guidelines Committee. (2018). Gastrointestinal stromal tumours: ESMO-EURACAN Clinical Practice Guidelines for diagnosis, treatment and follow-up. Annals of Oncology, 29(Supplement_4), iv68-iv78. https://doi.org/10.1093/annonc/mdy095
  4. 4.Vernuccio, F., Taibbi, A., Picone, D., Midiri, M., Lagalla, R., & Bartolotta, T. V. (2020). Imaging of gastrointestinal stromal tumors: From diagnosis to evaluation of therapeutic response. Radiographics, 40(7), 1903-1920. https://doi.org/10.1148/rg.2020190181
  5. 5.Nishida, T., Hirota, S., Yanagisawa, A., Sugiyama, T., Nasu, J., Nishimura, J., ... & Tsuji, Y. (2008). Clinical practice guidelines for gastrointestinal stromal tumor (GIST) in Japan: English version. International Journal of Clinical Oncology, 13(5), 416-430. https://doi.org/10.1007/s10147-008-0798-7
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