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Corallino D, Balla A, Coletta D, Pacella D, Podda M, Pronio A, Ortenzi M, Ratti F, Morales-Conde S, Sileri P, Aldrighetti L. Systematic review on the use of artificial intelligence to identify anatomical structures during laparoscopic cholecystectomy: a tool towards the future. Langenbecks Arch Surg 2025; 410:101. [PMID: 40100424 PMCID: PMC11919950 DOI: 10.1007/s00423-025-03651-6] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/23/2024] [Accepted: 02/12/2025] [Indexed: 03/20/2025]
Abstract
PURPOSE Bile duct injury (BDI) during laparoscopic cholecystectomy (LC) is a dreaded complication. Artificial intelligence (AI) has recently been introduced in surgery. This systematic review aims to investigate whether AI can guide surgeons in identifying anatomical structures to facilitate safer dissection during LC. METHODS Following PROSPERO registration CRD-42023478754, a Preferred Reporting Items for Systematic Reviews and Meta-Analyses (PRISMA)-compliant systematic search of MEDLINE (via PubMed), EMBASE, and Web of Science databases was conducted. RESULTS Out of 2304 articles identified, twenty-five were included in the analysis. The mean average precision for biliary structures detection reported in the included studies reaches 98%. The mean intersection over union ranges from 0.5 to 0.7, and the mean Dice/F1 spatial correlation index was greater than 0.7/1. AI system provided a change in the annotations in 27% of the cases, and 70% of these shifts were considered safer changes. The contribution to preventing BDI was reported at 3.65/4. CONCLUSIONS Although studies on the use of AI during LC are few and very heterogeneous, AI has the potential to identify anatomical structures, thereby guiding surgeons towards safer LC procedures.
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Affiliation(s)
- Diletta Corallino
- Hepatobiliary Surgery Division, IRCCS San Raffaele Scientific Institute, Via Olgettina 60, 20132, Milan, Italy.
- Department of General Surgery and Surgical Specialties "Paride Stefanini", Sapienza University of Rome, Viale del Policlinico 155, 00161, Rome, Italy.
| | - Andrea Balla
- Department of General and Digestive Surgery, University Hospital Virgen Macarena, University of Sevilla, Seville, Spain
- Unit of General and Digestive Surgery, Hospital Quirónsalud Sagrado Corazón, Seville, Spain
| | - Diego Coletta
- General and Hepatopancreatobiliary Surgery, IRCCS Regina Elena National Cancer Institute, Rome, Italy
| | - Daniela Pacella
- Department of Public Health, University of Naples Federico II, Naples, Italy
| | - Mauro Podda
- Department of Surgical Science, University of Cagliari, Cagliari, Italy
| | - Annamaria Pronio
- Department of General Surgery and Surgical Specialties, Sapienza University of Rome, Viale del Policlinico 155, 00161, Rome, Italy
| | - Monica Ortenzi
- Department of General and Emergency Surgery, Polytechnic University of Marche, Ancona, Italy
| | - Francesca Ratti
- Hepatobiliary Surgery Division, IRCCS San Raffaele Scientific Institute, Faculty of Medicine and Surgery, Vita-Salute San Raffaele University, Via Olgettina 60, 20132, Milan, Italy
| | - Salvador Morales-Conde
- Department of General and Digestive Surgery, University Hospital Virgen Macarena, University of Sevilla, Seville, Spain
- Unit of General and Digestive Surgery, Hospital Quirónsalud Sagrado Corazón, Seville, Spain
| | - Pierpaolo Sileri
- Coloproctology and Inflammatory Bowel Disease Surgery Unit, IRCCS San Raffaele Scientific Institute, Faculty of Medicine and Surgery, Vita-Salute University, Via Olgettina 60, 20132, Milan, Italy
| | - Luca Aldrighetti
- Hepatobiliary Surgery Division, IRCCS San Raffaele Scientific Institute, Faculty of Medicine and Surgery, Vita-Salute San Raffaele University, Via Olgettina 60, 20132, Milan, Italy
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Ng KC, Yuan L. Robotic-assisted laparoscopic radical nephrectomy and lymph nodes dissection using Senhance robotic system and Senhance ultrasonic energy device: A case report. Clin Case Rep 2024; 12:e9117. [PMID: 39114833 PMCID: PMC11303663 DOI: 10.1002/ccr3.9117] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/24/2023] [Revised: 06/11/2024] [Accepted: 06/14/2024] [Indexed: 08/10/2024] Open
Abstract
Using the Senhance robotic system and Senhance ultrasonic energy device for robotic-assisted radical nephrectomy with hilum lymph node dissection demonstrated safety and feasibility in managing a large renal tumor without the need for open conversion or transfusion, offering a cost-effective solution.
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Affiliation(s)
- Kuan Chong Ng
- Department of UrologyNational Taiwan University HospitalTaipeiTaiwan
| | - LunHsiang Yuan
- Department of UrologyNational Taiwan University Hospital YunLin BranchTaipeiTaiwan
- Department of Biomedical EngineeringNational Cheng Kung UniversityTainanTaiwan
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Montori G, Botteri E, Ortenzi M, Gerardi C, Allocati E, Giordano A, Vettoretto N, Arezzo A, Huo B, Bergamini C, Podda M, Agresta F. Systematic review and meta-analysis of the use of high-energy devices for thyroid surgery. Langenbecks Arch Surg 2024; 409:217. [PMID: 39017727 DOI: 10.1007/s00423-024-03399-5] [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: 12/11/2023] [Accepted: 06/26/2024] [Indexed: 07/18/2024]
Abstract
BACKGROUND We conducted a systematic review and meta-analysis to evaluate the role of High Energy Devices (HEDs) versus conventional clamp and tie technique in thyroidectomy. This work is endorsed by the Italian Society of Surgical Endoscopy (Italian Society of Endoscopic Surgery and new technologies-SICE) in the broader project on the evaluation of the role of HEDs in different surgical settings with the full health technology assessment report. MEHODS Inclusion criteria were adult patients (≥ 18 years old) undergoing Thyroidectomy/Parathyroidectomy conducted with High Energy Devices (as ultrasonic (US), radiofrequency (RF), and hybrid energy (H-US/RF)) in the setting of thyroid surgery (both partial and total) for benign and malign diseases. However, some variability was found in included studies and described in the text. This systematic review and meta-analysis were performed according to the Cochrane handbook for systematic reviews, and the recommendations of the 2020 updated Preferred Reporting Items for Systematic reviews and Meta-analyses (PRISMA) guidelines were pursuit. Selection of abstracts was performed in Ryyan system by 2 independent reviewers, and doubts were solved by another independent reviewer. At the end of literature research, Randomized controlled trials and observational studies were included. Risk of Bias was assessed with ROB2 for RCTs, and New Castle Ottawa Scale for Observational studies. RESULTS The literature search yielded 47 studies, including 29 RCTs and 18 observational studies. Meta-analysis was performed for 29 randomized clinical trials. Outcomes included in the comparison between High Energy Devise and conventional technique groups were operative time, operative blood loss, overall post-operative drainage volume, length of stay, complications, and costs. HED significantly reduced operative time (28 studies, 3097patients; MD -128.8; 95% CI -34.4 to -23.20; I2 = 96%, p < 0.00001, Random-effect), intra-operative blood loss (13 studies, 642 vs 519 patients; SMD -0.82; 95% CI -1.33 to -0.32; I2 = 93%, p < 0.00001, Random-effect), LOS (22 studies, 2808 vs 2789 patients; MD -0.38, 95% CI -0.59 to -0.17; I2 = 98%, p < 0.00001 Random-effect), and healthcare costs (8 studies, 1138 vs 1129 patients, SMD 1.05; 95% CI -0.06 to 2.16; I2 = 99%, p < 0.00001 Random-effect). The rate of overall intraoperative complications was significantly different between both groups (25 studies, 2804 vs 2775 patients; RR 0.88, 95% CI 0.80 to 0.97; I2 = 38%, p = 0.03 Random-effect), but the sensitivity analysis did not find a statistically significant difference (6 studies, 605 vs 594 patients, RR; 95% CI to; I2 = 0%, p = 0.50, Random-effect). There was no difference in the subgroup analysis for the occurrence of transient and permanent RLN palsy, nor hematoma formation and hypocalcaemia. DISCUSSION Though findings of our systematic review and metanalysis are limited by heterogeneous data, surgeons, hospital managers, and policymakers should note that the use of High Energy Devices compared to conventional clamp and tie technique have reduced operative times, intra-operative blood loss, length of stay, and hospital costs in patients underwent to tyroid surgery. Future work must explore issues of equity to mitigate barriers to patient access to safe thyroid surgical care and define better this initial results.
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Affiliation(s)
- Giulia Montori
- Department of General and Emergency Surgery, Vittorio Veneto Hospital, Vittorio Veneto (Treviso), Italy.
| | - Emanuele Botteri
- General Surgery, ASST Spedali Civili Di Brescia PO Montichiari, Brescia, Montichiari, Italy
| | - Monica Ortenzi
- Department of General Surgery, Università Politecnica Delle Marche, Piazza Roma 22, 60121, Ancona, Italy
| | - Chiara Gerardi
- Istituto Di Ricerche Farmacologiche Mario Negri IRCCS, Milan, Italy
| | | | - Alessio Giordano
- Department of Emergency, Emergency General Surgery Unit, AOU Careggi, Florence, Italy
| | - Nereo Vettoretto
- General Surgery, ASST Spedali Civili Di Brescia PO Montichiari, Brescia, Montichiari, Italy
| | - Alberto Arezzo
- Department of Surgical Sciences, University of Torino, Turin, Italy
| | - Bright Huo
- Division of General Surgery, Department of Surgery, Ma, Hamilton, Canada
| | - Carlo Bergamini
- Department of Emergency, Emergency General Surgery Unit, AOU Careggi, Florence, Italy
| | - Mauro Podda
- Department of Surgical Science, Emergency Surgery Unit, University of Cagliari, Cagliari, Italy
| | - Ferdinando Agresta
- Department of General and Emergency Surgery, Vittorio Veneto Hospital, Vittorio Veneto (Treviso), Italy
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Banasiewicz T, Machała W, Borejsza Wysocki M, Lesiak M, Krych S, Lange M, Hogendorf P, Durczyński A, Cwaliński J, Bartkowiak T, Dziki A, Kielan W, Kłęk S, Krokowicz Ł, Kusza K, Myśliwiec P, Pędziwiatr M, Richter P, Sobocki J, Szczepkowski M, Tarnowski W, Zegarski W, Zembala M, Zieniewicz K, Wallner G. Principles of minimize bleeding and the transfusion of blood and its components in operated patients - surgical aspects. POLISH JOURNAL OF SURGERY 2023; 95:14-39. [PMID: 38084044 DOI: 10.5604/01.3001.0053.8966] [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] [Indexed: 12/18/2023]
Abstract
One of the target of perioperative tratment in surgery is decreasing intraoperative bleeding, which increases the number of perioperative procedures, mortality and treatment costs, and also causes the risk of transfusion of blood and its components. Trying to minimize the blood loss(mainly during the operation) as well as the need to transfuse blood and its components (broadly understood perioperative period) should be standard treatment for a patient undergoing a procedure. In the case of this method, the following steps should be taken: 1) in the preoperative period: identyfication of risk groups as quickly as possible, detecting and treating anemia, applying prehabilitation, modyfying anticoagulant treatment, considering donating one's own blood in some patients and in selected cases erythropoietin preparations; 2) in the perioperative period: aim for normothermia, normovolemia and normoglycemia, use of surgical methods that reduce bleeding, such as minimally invasive surgery, high-energy coagulation, local hemostatics, prevention of surgical site infection, proper transfusion of blood and its components if it occurs; 3) in the postoperative period: monitor the condition of patients, primarily for the detection of bleeding, rapid reoperation if required, suplementation (oral administration preferred) nutrition with microelements (iron) and vitamins, updating its general condition. All these activities, comprehensively and in surgical cooperation with the anesthesiologist, should reduce the blood loss and transfusion of blood and its components.
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Affiliation(s)
- Tomasz Banasiewicz
- Klinika Chirurgii Ogólnej, Endokrynologicznej i Onkologii Gastroenterologicznej, Instytut Chirurgii, Uniwersytet Medyczny im K. Marcinkowskiego w Poznaniu
| | - Waldemar Machała
- Klinika Anestezjologii i Intensywnej Terapii - Uniwersytecki Szpital Kliniczny im. Wojskowej Akademii Medycznej - Centralny Szpital Weteranów, Łódź
| | - Maciej Borejsza Wysocki
- Klinika Chirurgii Ogólnej, Endokrynologicznej i Onkologii Gastroenterologicznej, Instytut Chirurgii, Uniwersytet Medyczny im K. Marcinkowskiego w Poznaniu
| | - Maciej Lesiak
- Katedra i Klinika Kardiologii Uniwersytetu Medycznego im. K. Marcinkowskiego w Poznaniu
| | - Sebastian Krych
- Katedra i Klinika Kardiochirurgii, Transplantologii, Chirurgii Naczyniowej i Endowaskularnej SUM. Studenckie Koło Naukowe Kardiochirurgii Dorosłych. Śląski Uniwersytet Medyczny w Katowicach
| | - Małgorzata Lange
- Klinika Chirurgii Ogólnej, Endokrynologicznej i Onkologii Gastroenterologicznej, Instytut Chirurgii, Uniwersytet Medyczny im K. Marcinkowskiego w Poznaniu
| | - Piotr Hogendorf
- Klinika Chirurgii Ogólnej i Transplantacyjnej, Uniwersytet Medyczny w Łodzi
| | - Adam Durczyński
- Klinika Chirurgii Ogólnej i Transplantacyjnej, Uniwersytet Medyczny w Łodzi
| | - Jarosław Cwaliński
- Klinika Chirurgii Ogólnej, Endokrynologicznej i Onkologii Gastroenterologicznej, Instytut Chirurgii, Uniwersytet Medyczny im K. Marcinkowskiego w Poznaniu
| | - Tomasz Bartkowiak
- Oddział Kliniczny Anestezjologii, Intensywnej Terapii i Leczenia Bólu, Uniwersytet Medyczny im. K. Marcinkowskiego w Poznaniu
| | - Adam Dziki
- Klinika Chirurgii Ogólnej i Kolorektalnej Uniwersytetu Medycznego w Łodzi
| | - Wojciech Kielan
- II Katedra i Klinika Chirurgii Ogólnej i Chirurgii Onkologicznej, Uniwersytet Medyczny we Wrocławiu
| | - Stanisław Kłęk
- Klinika Chirurgii Onkologicznej, Narodowy Instytut Onkologii - Państwowy Instytut Badawczy im. Marii Skłodowskiej-Curie, Oddział w Krakowie, Kraków
| | - Łukasz Krokowicz
- Klinika Chirurgii Ogólnej, Endokrynologicznej i Onkologii Gastroenterologicznej, Instytut Chirurgii, Uniwersytet Medyczny im K. Marcinkowskiego w Poznaniu
| | - Krzysztof Kusza
- Katedra i Klinika Anestezjologii i Intensywnej Terapii, Uniwersytet Medyczny im K. Marcinkowskiego w Poznaniu
| | - Piotr Myśliwiec
- I Klinika Chirurgii Ogólnej i Endokrynologicznej, Uniwersytet Medyczny w Białymstoku
| | - Michał Pędziwiatr
- Katedra Chirurgii Ogólnej, Wydział Lekarski, Uniwersytet Jagielloński - Collegium Medicum, Kraków
| | - Piotr Richter
- Oddział Kliniczny Chirurgii Ogólnej, Onkologicznej i Gastroenterologicznej Szpital Uniwersytecki w Krakowie
| | - Jacek Sobocki
- Katedra i Klinika Chirurgii Ogólnej i Żywienia Klinicznego, Centrum Medyczne Kształcenia Podyplomowego, Warszawski Uniwersytet Medyczny, Warszawa
| | - Marek Szczepkowski
- Klinika Chirurgii Kolorektalnej, Ogólnej i Onkologicznej, Centrum Medyczne Kształcenia Podyplomowego, Szpital Bielański, Warszawa
| | - Wiesław Tarnowski
- Klinika Chirurgii Ogólnej, Onkologicznej i Bariatrycznej CMKP, Szpital im. Prof. W. Orłowskiego, Warszawa
| | | | - Michał Zembala
- Wydział Medyczny, Katolicki Uniwersytet Lubelski Jana Pawła II w Lublinie
| | - Krzysztof Zieniewicz
- Katedra i Klinika Chirurgii Ogólnej, Transplantacyjnej i Wątroby, Warszawski Uniwersytet Medyczny, Warszawa
| | - Grzegorz Wallner
- II Katedra i Klinika Chirurgii Ogólnej, Gastroenterologicznej i Nowotworów Układu Pokarmowego, Uniwersytet Medyczny w Lublinie
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