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Machine Learning on 50,000 Manuscripts Shows Increased Clinical Research by Academic Cardiac Surgeons.

Anirudha S ChandrabhatlaAdishesh K NarahariKevin T QiuTheodore VasiliadisJoseph D NguyenAditya SinghKennedy GrayRaymond J StrobelKenan W YountLeora T YarboroIrving L KronJ Hunter MehaffeyOurania A PreventzaJohn A KernNicholas R Teman
Published in: The Journal of surgical research (2024)
Cardiac surgeons are performing less basic or translational research relative to clinical research than ever before. The majority of publications over the past 40 y did not involve cross-center collaboration. Continued support for clinical research is needed, while also encouraging collaborative basic or translational science to foster innovation in patient care.
Keyphrases
  • quality improvement
  • machine learning
  • left ventricular
  • thoracic surgery
  • public health
  • deep learning