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Improving Adjuvant Liver-Directed Treatment Recommendations for Unresectable Hepatocellular Carcinoma: An Artificial Intelligence-Based Decision-Making Tool.

Allen MoChristian VeltenJulie M JiangJustin TangNitin OhriShalom KalnickiParsa MirhajiKei NemotoBoudewijn AasmanMadhur GargChandan GuhaN Patrik BrodinRafi Kabarriti
Published in: JCO clinical cancer informatics (2022)
In this proof-of-concept study, an ensemble ML model was able to provide treatment recommendations for HCC who had undergone prior TACE. Additional treatment in line with model recommendations was associated with significant improvement in progression-free survival, suggesting a potential benefit for ML-guided medical decision making.
Keyphrases
  • artificial intelligence
  • decision making
  • healthcare
  • machine learning
  • early stage
  • clinical practice
  • big data
  • squamous cell carcinoma
  • radiation therapy
  • combination therapy
  • rectal cancer