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AI as an intervention: improving clinical outcomes relies on a causal approach to AI development and validation.
Joshi S, Urteaga I, van Amsterdam WAC, Hripcsak G, Elias P, Recht B, Elhadad N, Fackler J, Sendak MP, Wiens J, Deshpande K, Wald Y, Fiterau M, Lipton Z, Malinsky D, Nayan M, Namkoong H, Park S, Vogt JE, Ranganath R. Joshi S, et al. Among authors: ranganath r. J Am Med Inform Assoc. 2025 Jan 7:ocae301. doi: 10.1093/jamia/ocae301. Online ahead of print. J Am Med Inform Assoc. 2025. PMID: 39775871
Zolbetuximab in Gastric or Gastroesophageal Junction Adenocarcinoma.
Shitara K, Shah MA, Lordick F, Van Cutsem E, Ilson DH, Klempner SJ, Kang YK, Lonardi S, Hung YP, Yamaguchi K, Enzinger P, Nakajima T, Matsangou M, Cao Y, Li R, Moran D, Pophale R, Oh M, Ranganath R, Ajani JA, Xu RH. Shitara K, et al. Among authors: ranganath r. N Engl J Med. 2024 Sep 26;391(12):1159-1162. doi: 10.1056/NEJMc2409512. Epub 2024 Sep 16. N Engl J Med. 2024. PMID: 39282934 No abstract available.
Health-related quality of life in patients with CLDN18.2-positive, locally advanced unresectable or metastatic gastric or gastroesophageal junction adenocarcinoma: results from the SPOTLIGHT and GLOW clinical trials.
Lordick F, Van Cutsem E, Shitara K, Xu RH, Ajani JA, Shah MA, Oh M, Ganguli A, Chang L, Rhoten S, Bhattacharya P, Matsangou M, Park JW, Pophale R, Ranganath R, Kang YK. Lordick F, et al. Among authors: ranganath r. ESMO Open. 2024 Aug;9(8):103663. doi: 10.1016/j.esmoop.2024.103663. Epub 2024 Aug 14. ESMO Open. 2024. PMID: 39146670 Free PMC article. Clinical Trial.
Causal Inference in Oncology: Why, What, How and When.
van Amsterdam WAC, Elias S, Ranganath R. van Amsterdam WAC, et al. Among authors: ranganath r. Clin Oncol (R Coll Radiol). 2024 Jul 11:S0936-6555(24)00286-3. doi: 10.1016/j.clon.2024.07.002. Online ahead of print. Clin Oncol (R Coll Radiol). 2024. PMID: 39122629 Free article. Review.
From algorithms to action: improving patient care requires causality.
van Amsterdam WAC, de Jong PA, Verhoeff JJC, Leiner T, Ranganath R. van Amsterdam WAC, et al. Among authors: ranganath r. BMC Med Inform Decis Mak. 2024 Apr 26;24(1):111. doi: 10.1186/s12911-024-02513-3. BMC Med Inform Decis Mak. 2024. PMID: 38664664 Free PMC article.
Development and external validation of a dynamic risk score for early prediction of cardiogenic shock in cardiac intensive care units using machine learning.
Hu Y, Lui A, Goldstein M, Sudarshan M, Tinsay A, Tsui C, Maidman SD, Medamana J, Jethani N, Puli A, Nguy V, Aphinyanaphongs Y, Kiefer N, Smilowitz NR, Horowitz J, Ahuja T, Fishman GI, Hochman J, Katz S, Bernard S, Ranganath R. Hu Y, et al. Among authors: ranganath r. Eur Heart J Acute Cardiovasc Care. 2024 Jun 30;13(6):472-480. doi: 10.1093/ehjacc/zuae037. Eur Heart J Acute Cardiovasc Care. 2024. PMID: 38518758
84 results