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Advancements in Skull Base Surgery: Navigating Complex Challenges with Artificial Intelligence.

Garima Upreti1

  • 1Department of Otorhinolaryngology, All India Institute of Medical Sciences, Rajkot, Gujarat India.

Indian Journal of Otolaryngology and Head and Neck Surgery : Official Publication of the Association of Otolaryngologists of India
|April 3, 2024
PubMed
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Artificial intelligence (AI) enhances skull base surgery through improved diagnosis, surgical planning, and navigation. Responsible implementation of AI is crucial for optimizing patient care and surgical outcomes.

Area of Science:

  • Neurosurgery
  • Medical Technology
  • Computer Science

Background:

  • Artificial intelligence (AI) is increasingly integrated into various medical fields.
  • Skull base surgery involves complex procedures requiring high precision and advanced planning.

Purpose of the Study:

  • To review the evolving applications of artificial intelligence (AI) in skull base surgery.
  • To explore AI's impact on patient care throughout the surgical journey.

Main Methods:

  • A comprehensive literature review was performed using PubMed.
  • Keywords included AI, skull base surgery, diagnosis, image analysis, surgical planning, navigation, and postoperative care.
  • Relevant studies were identified through keyword searches and cross-referencing.
Keywords:
Artificial IntelligenceDeep LearningMachine LearningNeural Networks, ComputerSkull base Surgery

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Main Results:

  • AI improves early diagnosis via algorithms analyzing clinical and radiological data.
  • AI-driven image analysis aids in precise segmentation and radiomics extraction for preoperative planning.
  • AI enhances surgical planning, real-time navigation, predictive analytics for risk assessment, and postoperative care, including rehabilitation.
  • Virtual simulations powered by AI accelerate skill development for complex procedures.

Conclusions:

  • AI significantly contributes to accurate diagnosis, surgical planning, navigation, and postoperative care in skull base surgery.
  • Ethical considerations and data quality are paramount for responsible AI implementation.
  • AI complements clinical expertise, offering enhanced decision-making, precision, and efficiency in skull base surgery.