Research map: Seeing Beyond the Surgeon’s Eye

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Papers in this map

  1. Sample-Size Determination Methodologies for Machine Learning in Medical Imaging Research: A Systematic Review · Indranil Balki · 2019 · 310 citations · Cited by this paper
  2. Vascular Anomalies · 2026 · Related
  3. Free Flap Monitoring, Salvage, and Failure Timing: A Systematic Review · Amanda Y. Shen · 2021 · 124 citations · Cited by this paper
  4. Augmentation, Mastopexy, and Augmentation-Mastopexy · 2026 · Related
  5. Postoperative Free-Flap Monitoring Techniques · Scott Kohlert · 2019 · 82 citations · Cited by this paper
  6. Rotational Composite Flap Technique for Primary Incomplete Cleft Lip Nose Repair · 2026 · Related
  7. Artificial intelligence in surgery: evolution, trends, and future directions · Huiyang Li · 2024 · 53 citations · Cited by this paper
  8. Functional Reconstruction of Severe Postburn Upper Extremity Contractures · 2026 · Related
  9. Reliability of Postoperative Free Flap Monitoring with a Novel Prediction Model Based on Supervised Machine Learning · Ren‐Wen Huang · 2023 · 38 citations · Cited by this paper
  10. Comprehensive Review of Pressure Sores · 2026 · Related
  11. Development of an Automated Free Flap Monitoring System Based on Artificial Intelligence · Ji Su Kim · 2024 · 37 citations · Cited by this paper
  12. Will Robotic Surgery Replace Traditional DIEP Flap Harvest in Autologous Breast Reconstruction? · 2026 · Related
  13. Machine Learning, Deep Learning, Artificial Intelligence and Aesthetic Plastic Surgery: A Qualitative Systematic Review · Raquel Nogueira · 2024 · 35 citations · Cited by this paper
  14. Regarding “The Cost of Matching Into Plastic Surgery” · 2026 · Related
  15. Adjunctive technologies in postoperative free-flap monitoring: a systematic review · H Lacey · 2023 · 26 citations · Cited by this paper
  16. Simultaneous Mastopexy-Augmentation for Small Ptotic Breasts · 2026 · Related
  17. A Standardized Approach for Skin Detection: Analysis of the Literature and Case Studies · Loris Nanni · 2023 · 25 citations · Cited by this paper
  18. Unintentional Intra-Implant Fat Injection During Breast Fat Grafting · 2026 · Related
  19. Quantization of extraoral free flap monitoring for venous congestion with deep learning integrated iOS applications on smartphones: a diagnostic study · Shao‐Yun Hsu · 2023 · 24 citations · Cited by this paper
  20. Circumflex Scapular Artery-Based Flaps for Primary Donor-Site Closure of Large Latissimus Dorsi Myocutaneous Flap · 2026 · Related
  21. Artificial Intelligence in Microsurgical Planning: A Five-Year Leap in Clinical Translation · Omar H. Shadid · 2025 · 14 citations · Cited by this paper
  22. Artificial Intelligence Predicts Fitzpatrick Skin Type, Pigmentation, Redness, and Wrinkle Severity From Color Photographs of the Face · Rachel Lea Draelos · 2025 · 11 citations · Cited by this paper
  23. An Artificial Intelligence Model for Vascularity Monitoring of Postoperative Flap · Ming Y. Lu · 2025 · 7 citations · Cited by this paper
  24. Detection of flap malperfusion after microsurgical tissue reconstruction using hyperspectral imaging and machine learning · Marianne Maktabi · 2025 · 7 citations · Cited by this paper
  25. Utilizing Mask RCNN for Monitoring Postoperative Free Flap: Circulatory Compromise Detection Based on Visible-Light and Infrared Images · Chi-En Lee · 2022 · 6 citations · Cited by this paper
  26. Beyond Fitzpatrick: automated artificial intelligence-based skin tone analysis in dermatological patients · Paul Ulrich · 2025 · 6 citations · Cited by this paper
  27. A Postoperative Free Flap Monitoring System: Circulatory Compromise Detection Based on Visible-Light Image · Chi-En Lee · 2021 · 5 citations · Cited by this paper
  28. Federated learning: A new frontier in the exploration of multi-institutional medical imaging data · Dominika Ciupek · 2026 · 5 citations · Cited by this paper
  29. Machine Learning‐Based Flap Takeback Prediction Modeling: Theory for a Real‐Time, Patient‐Specific Postoperative Flap Monitoring and Alert System · Olachi O. Oleru · 2025 · 3 citations · Cited by this paper
  30. Are “Free Flaps” “Free” Flaps? · Geoffrey G. Hallock · 2021 · 2 citations · Cited by this paper
  31. Remote Monitoring System for Condition Management of Patients in Free Flap Surgery · Ki‐Cheol Yoon · 2023 · 2 citations · Cited by this paper
  32. Untitled · Cited by this paper

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