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Artificial Intelligence in Otolaryngology, An Issue of Otolaryngologic Clinics of North America
- 1st Edition, Volume 57-5 - September 5, 2024
- Editors: Anais Rameau, Matthew G. Crowson
- Language: English
- Hardback ISBN:9 7 8 - 0 - 4 4 3 - 3 1 3 5 2 - 3
- eBook ISBN:9 7 8 - 0 - 4 4 3 - 3 1 3 5 3 - 0
In this issue of Otolaryngologic Clinics, guest editors Drs. Anais Rameau and Matthew G. Crowson bring their considerable expertise to the topic of Artificial Intellige… Read more
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Request a sales quoteIn this issue of Otolaryngologic Clinics, guest editors Drs. Anais Rameau and Matthew G. Crowson bring their considerable expertise to the topic of Artificial Intelligence in Otolaryngology. Top experts in the field cover timely topics in the areas of Best Practices, AI Modalities, Implementation and Governance, and Subspecialty AI.
- Contains 17 relevant, practice-oriented topics including clinical data/machine learning; generative AI and otolaryngology-head and neck surgery; ethics; AI in otology and neurotology; AI in facial plastic and reconstructive surgery; AI in pediatric otolaryngology; and more.
- Provides in-depth clinical reviews on artificial intelligence in otolaryngology, offering actionable insights for clinical practice.
- Presents the latest information on this timely, focused topic under the leadership of experienced editors in the field. Authors synthesize and distill the latest research and practice guidelines to create clinically significant, topic-based reviews.
Otolaryngology
- Cover image
- Title page
- Table of Contents
- Copyright
- Contributors
- Forthcoming Issues
- Foreword
- Preface
- AI MODALITIES IN OTOLARYNGOLOGY – HEAD AND NECK SURGERY
- Computer Vision and Videomics in Otolaryngology–Head and Neck Surgery: Bridging the Gap Between Clinical Needs and the Promise of Artificial Intelligence
- Key points
- Introduction
- Computer vision in otolaryngology: data selection, enhancement, and curation
- Computer vision in upper aerodigestive tract endoscopy
- Surgery
- Current research gaps
- Summary
- Clinics care points
- Computer Vision—Radiomics & Pathognomics
- Key points
- Introduction
- Radiomics and otolaryngology
- Pathognomics and otolaryngology
- Summary
- Clinics care points
- Supplementary data
- Generative AI and Otolaryngology—Head & Neck Surgery
- Key points
- Introduction
- History
- Brief functioning of generative artificial intelligence
- Applications of artificial intelligence-powered language models in otolaryngology
- Summary
- Autonomous Robotic Systems in Otolaryngology-Head and Neck Surgery
- Key points
- Introduction
- Background
- Levels of surgical autonomy
- Artificial intelligence and robotics in otolaryngology
- Artificial intelligence–driven robotics
- Other considerations
- Summary
- Clinics care points
- Supplementary data
- The Application of Artificial Intelligence to Acoustic Data in Otolaryngology
- Key points
- Introduction
- Deep learning background
- Deep learning on acoustic data in otology
- Future
- Summary
- Clinics care points
- APPLICATIONS OF AI WITHIN SUBSPECIALTIES
- Artificial Intelligence in Otology and Neurotology
- Key points
- Introduction
- Discussion
- Summary
- Clinics care points
- Artificial Intelligence in Head and Neck Surgery
- Key points
- Introduction
- Clinical and endoscopic image analysis
- Histopathology image analysis
- Voice analysis and cancer screening
- Radiological image analysis
- Clinical predictions and prognostication
- Limitations
- Summary
- Clinics care points
- Artificial Intelligence in Laryngology, Broncho-Esophagology, and Sleep Surgery
- Key points
- Introduction
- Discussion
- Summary
- Clinics care points
- Artificial Intelligence in Rhinology
- Key points
- Introduction
- Brief definitions
- Inflammatory sinonasal disease
- Benign and malignant sinonasal and nasopharyngeal tumors
- Skull base surgery
- Imaging and surgical planning
- Potential risks and limitations
- Next steps
- Summary
- Clinics care points
- Artificial Intelligence in Facial Plastics and Reconstructive Surgery
- Key points
- Introduction
- Artificial intelligence applications in facial plastic and reconstructive surgery
- Limitations
- Summary
- Clinics care points
- Artificial Intelligence and Pediatric Otolaryngology
- Key points
- Introduction
- Artificial intelligence and diagnostics
- Artificial intelligence in surgical planning and performance
- Patient education in pediatric otolaryngology
- Summary
- GOVERNANCE AND IMPLEMENTATION
- Artificial Intelligence in Otolaryngology: Topics in Epistemology & Ethics
- Key points
- Introduction
- Explainability & transparency
- Reproducibility & replicability
- Risk of bias
- Summary
- Regulatory and Implementation Considerations for Artificial Intelligence
- Key points
- Introduction
- Regulatory challenges
- Federal regulation changes
- Considerations for professional societies
- Strategic initiatives at institutions
- Individual challenges to artificial intelligence implementation
- Summary
- The Integration and Impact of Artificial Intelligence in Otolaryngology—Head and Neck Surgery: Navigating the Last Mile
- Key points
- Introduction
- Discussion
- Collaborations and partnerships for artificial intelligence advancement
- Summary
- Standardization, Collaboration, and Education in the Implementation of Artificial Intelligence in Otolaryngology: The Key to Scalable Impact
- Key points
- Introduction
- Current barriers of integration of artificial intelligence-based solutions in otolaryngology
- Solutions for more impactful and scalable artificial intelligence in otolaryngology
- Definition and significance of different types of collaborations
- Importance of academic–industry partnerships
- Standardizing artificial intelligence projects through system reporting
- Artificial intelligence education and literacy
- Summary
- Clinics care points
- Transforming Otolaryngology—Head and Neck Surgery: The Pivotal Role of Artificial Intelligence in Clinical Workflows
- Key points
- Introduction
- Discussion
- Summary
- Clinics care points
- No. of pages: 240
- Language: English
- Edition: 1
- Volume: 57-5
- Published: September 5, 2024
- Imprint: Elsevier
- Hardback ISBN: 9780443313523
- eBook ISBN: 9780443313530
AR
Anais Rameau
Affiliations and expertise
Assistant Professor of Otolaryngology, Sean Parker Institute for the Voice at Weill Cornell, Medicine Department of Otolaryngology - Head and Neck Surgery, Weill Cornell Medicine, New York, USAMC
Matthew G. Crowson
Affiliations and expertise
Assistant Professor, Otolaryngology-Head & Neck Surgery, Massachusetts Eye & Ear, Boston, MA, USA