1
|
Pham TD, Teh MT, Chatzopoulou D, Holmes S, Coulthard P. Artificial Intelligence in Head and Neck Cancer: Innovations, Applications, and Future Directions. Curr Oncol 2024; 31:5255-5290. [PMID: 39330017 PMCID: PMC11430806 DOI: 10.3390/curroncol31090389] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/07/2024] [Revised: 09/01/2024] [Accepted: 09/03/2024] [Indexed: 09/28/2024] Open
Abstract
Artificial intelligence (AI) is revolutionizing head and neck cancer (HNC) care by providing innovative tools that enhance diagnostic accuracy and personalize treatment strategies. This review highlights the advancements in AI technologies, including deep learning and natural language processing, and their applications in HNC. The integration of AI with imaging techniques, genomics, and electronic health records is explored, emphasizing its role in early detection, biomarker discovery, and treatment planning. Despite noticeable progress, challenges such as data quality, algorithmic bias, and the need for interdisciplinary collaboration remain. Emerging innovations like explainable AI, AI-powered robotics, and real-time monitoring systems are poised to further advance the field. Addressing these challenges and fostering collaboration among AI experts, clinicians, and researchers is crucial for developing equitable and effective AI applications. The future of AI in HNC holds significant promise, offering potential breakthroughs in diagnostics, personalized therapies, and improved patient outcomes.
Collapse
Affiliation(s)
- Tuan D. Pham
- Barts and The London School of Medicine and Dentistry, Queen Mary University of London, Turner Street, London E1 2AD, UK; (M.-T.T.); (D.C.); (S.H.); (P.C.)
| | | | | | | | | |
Collapse
|
2
|
La Raja C, Carvello M, Patti R, Siragusa L, Foppa C, Spinelli A. Immersive reality for robotic surgical training: a pilot study using 3D visors for immersive view of the operating field. J Robot Surg 2024; 18:267. [PMID: 38916774 DOI: 10.1007/s11701-024-02018-1] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/14/2024] [Accepted: 06/12/2024] [Indexed: 06/26/2024]
Abstract
Immersive intracorporeal vision is a key feature of robotic surgery, limited today to only one trainee per operation when the dual console is available. We developed a tool that provides a virtually unlimited number of surgeons with the operator's view, with the possibility to also watch the surgeon's hand movements and the operating table. In this study, we aim to assess trainees' reaction to this innovative training method. Medical students and surgery residents were offered an immersive experience with head-mounted devices, showing a didactic video in a 360° virtual space with 3D intracorporeal robotic vision, the surgeon's hand movements and the surrounding operating room during a robotic rectal resection with total mesorectal excision. Subsequently, participants were asked to fill a questionnaire evaluating the user's reaction to the new training tool including the validated System Usability Scale (SUS) and Simulator Sickness Questionnaire (SSQ), and non-validated questions. 102 participants took part in the training and the assessment questionnaires, 94 (92%) medical students and 8 (8%) surgery residents. Users' feedback was overall positive. In the engagement and intention to use items, almost 90% of the respondents voted for a complete or near complete agreement. The median SUS score was 80 [IQR 70-90]. The median SSQ score was 44.88 [IQR 22.44-82.28]. Exposing trainees to immersive robotic vision of the surgical field had a positive reaction from our audience. Our initial results encourage further implementing this technology in surgical training of medical students and residents to prove its efficacy.
Collapse
Affiliation(s)
- Carlotta La Raja
- Department of Biomedical Sciences, Humanitas University, Via Rita Levi Montalcini 4, 20072, Pieve Emanuele, Milan, Italy
- Division of Colon and Rectal Surgery, IRCCS Humanitas Research Hospital, Via Manzoni 56, 20089, Rozzano, Milan, Italy
| | - Michele Carvello
- Department of Biomedical Sciences, Humanitas University, Via Rita Levi Montalcini 4, 20072, Pieve Emanuele, Milan, Italy
- Division of Colon and Rectal Surgery, IRCCS Humanitas Research Hospital, Via Manzoni 56, 20089, Rozzano, Milan, Italy
| | - Riccardo Patti
- Department of Biomedical Sciences, Humanitas University, Via Rita Levi Montalcini 4, 20072, Pieve Emanuele, Milan, Italy
| | - Leandro Siragusa
- Division of Colon and Rectal Surgery, IRCCS Humanitas Research Hospital, Via Manzoni 56, 20089, Rozzano, Milan, Italy
| | - Caterina Foppa
- Department of Biomedical Sciences, Humanitas University, Via Rita Levi Montalcini 4, 20072, Pieve Emanuele, Milan, Italy
- Division of Colon and Rectal Surgery, IRCCS Humanitas Research Hospital, Via Manzoni 56, 20089, Rozzano, Milan, Italy
| | - Antonino Spinelli
- Department of Biomedical Sciences, Humanitas University, Via Rita Levi Montalcini 4, 20072, Pieve Emanuele, Milan, Italy.
- Division of Colon and Rectal Surgery, IRCCS Humanitas Research Hospital, Via Manzoni 56, 20089, Rozzano, Milan, Italy.
| |
Collapse
|
3
|
Fadel MG, Walshaw J, Pecchini F, Elhadi M, Yiasemidou M, Boal M, Carrano FM, Massey LH, Antoniou SA, Nickel F, Perretta S, Fuchs HF, Hanna GB, Francis NK, Kontovounisios C. European Robotic Surgery Consensus (ERSC): Protocol for the development of a consensus in robotic training for gastrointestinal surgery trainees. PLoS One 2024; 19:e0302648. [PMID: 38820412 PMCID: PMC11142498 DOI: 10.1371/journal.pone.0302648] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/11/2024] [Accepted: 04/06/2024] [Indexed: 06/02/2024] Open
Abstract
BACKGROUND The rapid adoption of robotic surgical systems across Europe has led to a critical gap in training and credentialing for gastrointestinal (GI) surgeons. Currently, there is no existing standardised curriculum to guide robotic training, assessment and certification for GI trainees. This manuscript describes the protocol to achieve a pan-European consensus on the essential components of a comprehensive training programme for GI robotic surgery through a five-stage process. METHODS AND ANALYSIS In Stage 1, a Steering Committee, consisting of international experts, trainees and educationalists, has been established to lead and coordinate the consensus development process. In Stage 2, a systematic review of existing multi-specialty robotic training curricula will be performed to inform the formulation of key position statements. In Stage 3, a comprehensive survey will be disseminated across Europe to capture the current state of robotic training and identify potential challenges and opportunities for improvement. In Stage 4, an international panel of GI surgeons, trainees, and robotic theatre staff will participate in a three-round Delphi process, seeking ≥ 70% agreement on crucial aspects of the training curriculum. Industry and patient representatives will be involved as external advisors throughout this process. In Stage 5, the robotic training curriculum for GI trainees will be finalised in a dedicated consensus meeting, culminating in the production of an Explanation and Elaboration (E&E) document. REGISTRATION DETAILS The study protocol has been registered on the Open Science Framework (https://osf.io/br87d/).
Collapse
Affiliation(s)
- Michael G. Fadel
- Department of Surgery and Cancer, Imperial College London, London, United Kingdom
| | - Josephine Walshaw
- Leeds Institute of Medical Research, St James’s University Hospital, University of Leeds, Leeds, United Kingdom
| | - Francesca Pecchini
- Division of General Surgery, Emergency and New Technologies, Baggiovara General Hospital, Modena, Italy
| | | | - Marina Yiasemidou
- The Royal London Hospital, Barts Health NHS Trust, London, United Kingdom
| | - Matthew Boal
- The Griffin Institute, Northwick Park and St Mark’s Hospital, London, United Kingdom
| | - Francesco Maria Carrano
- Department of Medical and Surgical Sciences and Translational Medicine, Faculty of Medicine and Psychology, St Andrea Hospital, Sapienza University, Rome, Italy
| | - Lisa H. Massey
- Department of Colorectal Surgery, Nottingham University Hospitals NHS Trust, Nottingham, United Kingdom
| | | | - Felix Nickel
- Department of General, Visceral and Thoracic Surgery, University Medical Center Hamburg-Eppendorf, Hamburg, Germany
| | - Silvana Perretta
- IRCAD, Research Institute Against Digestive Cancer, Strasbourg, France
- NHC University Hospital, Strasbourg, France
| | - Hans F. Fuchs
- Department of General, Visceral, Cancer and Transplantation Surgery, University Hospital Cologne, Cologne, Germany
| | - George B. Hanna
- Department of Surgery and Cancer, Imperial College London, London, United Kingdom
| | - Nader K. Francis
- The Griffin Institute, Northwick Park and St Mark’s Hospital, London, United Kingdom
| | - Christos Kontovounisios
- Department of Surgery and Cancer, Imperial College London, London, United Kingdom
- Department of Colorectal Surgery, Chelsea and Westminster Hospital NHS Foundation Trust, London, United Kingdom
- Department of Colorectal Surgery, Royal Marsden NHS Foundation Trust, London, United Kingdom
- 2nd Department of Surgery, Evangelismos Hospital, Athens, Greece
| | | |
Collapse
|
4
|
Ide H. Revolutionary Advances of Robotic Surgery in Urology Field. JUNTENDO IJI ZASSHI = JUNTENDO MEDICAL JOURNAL 2024; 70:230-238. [PMID: 39429690 PMCID: PMC11487366 DOI: 10.14789/jmj.jmj24-0008-r] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Subscribe] [Scholar Register] [Received: 02/15/2024] [Accepted: 03/11/2024] [Indexed: 10/22/2024]
Abstract
The advent of robotic surgery has significantly impacted various surgical fields, particularly urology, gynecology, general surgery, and cardiac surgery. While the da Vinci robotic platform has been predominant over the past two decades, recent years have witnessed the emergence of new robotic platforms in Japan, now actively used in clinical practice. Currently, the available systems in Japan, alongside the da Vinci, include the Hinotori, Senhance, Hugo Ras, and Saroa surgical systems. This review focuses on comparing the notable functions of each system in urologic surgery, emphasizing the areas in which they differ from the da Vinci robotic platform. The development of new robotic systems is ongoing, promising not only cost reductions but also the introduction of innovative devices and educational systems. Soft robotics, which constructs robotic devices using soft, adaptable materials, has the potential to become central to the next generation of robotic surgery. Moreover, the collaboration between Artificial Intelligence (AI) and robotic surgery significantly contributes to increasing efficiency, accuracy, and safety in the medical field, with more innovative applications expected in the future.
Collapse
|
5
|
Eley CL, Palaniappan V, Carter A, Sogaolu O, Horwood J, Davies M, Torkington J, Ansell J. Randomized controlled trial of the CMR immersive virtual reality (IVR) headset training compared to e-learning for operating room configuration of the CMR versius robot. J Robot Surg 2024; 18:143. [PMID: 38554218 PMCID: PMC10981610 DOI: 10.1007/s11701-024-01885-y] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/05/2024] [Accepted: 02/26/2024] [Indexed: 04/01/2024]
Abstract
Robotic surgery offers potential advantages over laparoscopic procedures, but the training for configuring robotic systems in the operating room remains underexplored. This study seeks to validate immersive virtual reality (IVR) headset training for setting up the CMR Versius in the operating room. This single-blinded randomized control trial randomised medical students with no prior robotic experience using an online randomiser. The intervention group received IVR headset training, and the control group, e-learning modules. Assessors were blinded to participant group. Primary endpoint was overall score (OS): Likert-scale 1-5: 1 reflecting independent performance, with increasing verbal prompts to a maximum score of 5, requiring physical assistance to complete the task. Secondary endpoints included task scores, time, inter-rater reliability, and concordance with participant confidence scores. Statistical analysis was performed using IBM SPSS Version 27. Of 23 participants analysed, 11 received IVR and 12 received e-learning. The median OS was lower in the IVR group than the e-learning group 53.5 vs 84.5 (p < 0.001). VR recipients performed tasks independently more frequently and required less physical assistance than e-learning participants (p < 0.001). There was no significant difference in time to completion (p = 0.880). Self-assessed confidence scores and assessor scores differed for e-learning participants (p = 0.008), though not IVR participants (p = 0.607). IVR learning is more effective than e-learning for preparing robot-naïve individuals in operating room set-up of the CMR Versius. It offers a feasible, realistic, and accessible option in resource-limited settings and changing dynamics of operating theatre teams. Ongoing deliberate practice, however, is still necessary for achieving optimal performance. ISCRTN Number 10064213.
Collapse
Affiliation(s)
- Catherine L Eley
- University Hospital of Wales, Heath Park, Cardiff, CF144XY, United Kingdom.
- School of Medicine, Cardiff University, Heath Park, Cardiff, CF14 4XN, United Kingdom.
| | - Varun Palaniappan
- Princess of Wales Hopsital, Coity Road, Bridgend, CF31 1RQ, United Kingdom
| | - Abbie Carter
- School of Medicine, Cardiff University, Heath Park, Cardiff, CF14 4XN, United Kingdom
| | - Opeyemi Sogaolu
- University Hospital of Wales, Heath Park, Cardiff, CF144XY, United Kingdom
| | - James Horwood
- University Hospital of Wales, Heath Park, Cardiff, CF144XY, United Kingdom
| | - Michael Davies
- University Hospital of Wales, Heath Park, Cardiff, CF144XY, United Kingdom
| | - Jared Torkington
- University Hospital of Wales, Heath Park, Cardiff, CF144XY, United Kingdom
| | - James Ansell
- University Hospital of Wales, Heath Park, Cardiff, CF144XY, United Kingdom
| |
Collapse
|
6
|
Balibrea JM, Tarascó J, Moreno P. Invited commentary: Training and generation of solid evidence are the shoulders of giants in robotic surgery. Scand J Surg 2024; 113:31-32. [PMID: 38414153 DOI: 10.1177/14574969241234739] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 02/29/2024]
Affiliation(s)
- José M Balibrea
- Endocrine-Metabolic and Bariatric Surgery UnitDepartment of Surgery Germans Trias i Pujol Hospital Autonomous University of Barcelona Carretera del Canyet s/n 08916 Badalona (Barcelona; Spain)
| | - Jordi Tarascó
- Endocrine-Metabolic and Bariatric Surgery Unit, Department of Surgery, Germans Trias i Pujol Hospital, Autonomous University of Barcelona, Badalona, Spain
| | - Pau Moreno
- Endocrine-Metabolic and Bariatric Surgery Unit, Department of Surgery, Germans Trias i Pujol Hospital, Autonomous University of Barcelona, Badalona, Spain
| |
Collapse
|
7
|
Knudsen JE, Ma R, Hung AJ. Simulation training in urology. Curr Opin Urol 2024; 34:37-42. [PMID: 37909886 PMCID: PMC10842538 DOI: 10.1097/mou.0000000000001141] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/03/2023]
Abstract
PURPOSE OF REVIEW This review outlines recent innovations in simulation technology as it applies to urology. It is essential for the next generation of urologists to attain a solid foundation of technical and nontechnical skills, and simulation technology provides a variety of safe, controlled environments to acquire this baseline knowledge. RECENT FINDINGS With a focus on urology, this review first outlines the evidence to support surgical simulation, then discusses the strides being made in the development of 3D-printed models for surgical skill training and preoperative planning, virtual reality models for different urologic procedures, surgical skill assessment for simulation, and integration of simulation into urology residency curricula. SUMMARY Simulation continues to be an integral part of the journey towards the mastery of skills necessary for becoming an expert urologist. Clinicians and researchers should consider how to further incorporate simulation technology into residency training and help future generations of urologists throughout their career.
Collapse
Affiliation(s)
| | - Runzhuo Ma
- Department of Urology, Cedars-Sinai Medical Center; Los Angeles, California, USA
| | - Andrew J Hung
- Department of Urology, Cedars-Sinai Medical Center; Los Angeles, California, USA
| |
Collapse
|
8
|
Jain Y, Lanjewar R, Shinde RK. Revolutionising Breast Surgery: A Comprehensive Review of Robotic Innovations in Breast Surgery and Reconstruction. Cureus 2024; 16:e52695. [PMID: 38384645 PMCID: PMC10879655 DOI: 10.7759/cureus.52695] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/13/2023] [Accepted: 01/21/2024] [Indexed: 02/23/2024] Open
Abstract
Robotic innovations in breast surgery have ushered in a new era of precision, safety, and patient-centred care. This comprehensive review explores the multifaceted realm of robotic breast surgery, from preoperative planning to postoperative outcomes, learning curves for surgeons, and the implications for healthcare policies. We examine the ethical considerations, cost-effectiveness, and future directions, including integrating artificial intelligence and telesurgery. Key findings reveal that robotic systems provide improved surgical precision, reduced complications, and enhanced patient satisfaction. Ethical concerns encompass informed consent, resource allocation, and equitable access. The future of breast surgery lies in continued research and development, ensuring that robotics becomes a standard of care accessible to all patients. This technology is reshaping breast surgery and offering new possibilities for minimally invasive, patient-centred care, ultimately redefining the standards of care in this critical field of medicine.
Collapse
Affiliation(s)
- Yashraj Jain
- Department of General Surgery, Jawaharlal Nehru Medical College, Datta Meghe Institute of Higher Education and Research, Wardha, IND
| | - Ranjana Lanjewar
- Department of General Surgery, Jawaharlal Nehru Medical College, Datta Meghe Institute of Higher Education and Research, Wardha, IND
| | - Raju K Shinde
- Department of General Surgery, Jawaharlal Nehru Medical College, Datta Meghe Institute of Higher Education and Research, Wardha, IND
| |
Collapse
|
9
|
Sanchez-Encinas M, Rey-Biel J, Alias D, Noguero-Meseguer R, Granell J, Muguruza I, Herrero A, Ayala JL, Barba R. Performance of a multidisciplinary robotic surgery program at a university hospital (2012-2022). J Robot Surg 2023; 17:2869-2874. [PMID: 37804394 DOI: 10.1007/s11701-023-01726-4] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/24/2023] [Accepted: 09/24/2023] [Indexed: 10/09/2023]
Abstract
Robotic-assisted surgery has become widely adopted for its ability to expand the indications for minimally invasive procedures. This technology aims to improve precision, accuracy, and outcomes while reducing complications, blood loss, and recovery time. Successful implementation of a robotic surgery program requires careful initial design and a focus on maintenance and expansion to maximize its benefits. This article presents a comprehensive study conducted at a University Hospital on the robotic surgery program from December 2012 to December 2022. Data from hospital databases, including patient demographics, surgical department, surgical time, operating room occupancy, and primary diagnosis, were analyzed. The analysis covered various time periods (surgical sessions, weeks, months, and years) to assess the program's evolution over time. Over the 10-year period, a total of 1847 robotic-assisted interventions were performed across five surgical services. Urology accounted for 57% of the cases, general surgery 17%, gynecology 16%, otorhinolaryngology 6%, and thoracic surgery 4%. The most frequently performed procedures included robotic prostatectomies (643 cases), hysterectomies (261 cases), and colposacropexies (210 cases). The weekly volume of interventions showed a notable increase, rising from 2 cases per week in 2013-2014 cases in 2022. Moreover, the average surgical duration per intervention exhibited a progressive decrease from 275 min in 2013 to 184 min in 2022. This study highlights the potential of a well-managed robotic surgery program as a viable alternative to conventional surgical approaches. Effective coordination and resource utilization contribute to the program's efficiency. The findings underscore the successful integration of robotic-assisted surgery in diverse surgical specialties.
Collapse
Affiliation(s)
- Miguel Sanchez-Encinas
- Department of Urology, Hospital Universitario Rey Juan Carlos, Móstoles, Madrid, Spain
- International Doctorate School, Rey Juan Carlos University, 28933, Madrid, Spain
- Research Institute-Fundacion Jimenez Diaz, Madrid, Spain
| | - Juan Rey-Biel
- Research Institute-Fundacion Jimenez Diaz, Madrid, Spain
- Department of Maxilofacial Surgery, Hospital Universitario Rey Juan Carlos, Móstoles, Madrid, Spain
| | - David Alias
- Department of General Surgery, Hospital Universitario Rey Juan Carlos, Móstoles, Madrid, Spain
| | - Rosario Noguero-Meseguer
- Research Institute-Fundacion Jimenez Diaz, Madrid, Spain
- Department of Gynecology, Hospital Universitario Rey Juan Carlos, Móstoles, Madrid, Spain
| | - José Granell
- Department of Otorhinolaryngology, Hospital Universitario Rey Juan Carlos, Móstoles, Madrid, Spain
| | - Ignacio Muguruza
- Research Institute-Fundacion Jimenez Diaz, Madrid, Spain
- Department of Thoracic Surgery, Hospital Universitario Rey Juan Carlos, Móstoles, Madrid, Spain
| | | | - Jose Luis Ayala
- Research Institute-Fundacion Jimenez Diaz, Madrid, Spain
- Department of Internal Medicine, Hospital Universitario Rey Juan Carlos, Móstoles, Madrid, Spain
| | - Raquel Barba
- International Doctorate School, Rey Juan Carlos University, 28933, Madrid, Spain.
- Research Institute-Fundacion Jimenez Diaz, Madrid, Spain.
- Department of Internal Medicine, Hospital Universitario Rey Juan Carlos, Móstoles, Madrid, Spain.
| |
Collapse
|