Real-time robust liver and gallbladder segmentation during laparoscopic cholecystectomy using convolutional neural networks: an analysis

QR Code

Real-time robust liver and gallbladder segmentation during laparoscopic cholecystectomy using convolutional neural networks: an analysis

Aim: Images in different laparoscopic cholecystectomy datasets are acquired using various camera models, parameters, and settings, with the annotation methods varying by institution. These factors result in inconsistent inference performance of the network model. This study aims to identify the opti...

Full description

Bibliographic Details
Published in:	Artificial Intelligence Surgery
Main Author:	Ghobadi V.; Ismail L.I.; Hasan W.Z.W.; Ahmad H.; Ramli H.R.; Norsahperi N.M.H.; Tharek A.; Hanapiah F.A.
Format:	Article
Language:	English
Published:	OAE Publishing Inc. 2024
Online Access:	https://www.scopus.com/inward/record.uri?eid=2-s2.0-85214400343&doi=10.20517%2fais.2024.30&partnerID=40&md5=825857d41e47c2d11a5ae1b3c7fcc990

Similar Items

Use of Deep Learning for Liver Segmentation during Laparoscopic Cholecystectomy
by: Ghobadighadikalaei, et al.
Published: (2024)

Ocular Disease Recognition System Using Convolutional Neural Network
by: Fauzi, et al.
Published: (2024)

Implementation of Facial Expression Recognition (FER) using Convolutional Neural Network (CNN)
by: Abu Mangshor, et al.
Published: (2024)

RMHA-Net: Robust Optic Disc and Optic Cup Segmentation Based on Residual Multiscale Feature Extraction With Hybrid Attention Networks
by: Zedan, et al.
Published: (2025)

RMHA-Net: Robust Optic Disc and Optic Cup Segmentation Based on Residual Multiscale Feature Extraction With Hybrid Attention Networks
by: Zedan M.J.M.; Abdani S.R.; Lee J.; Zulkifley M.A.
Published: (2025)

The association of ultrasound assessment of gallbladder wall thickness with dengue fever severity
by: Ibrahim M.A.; Hamzah S.S.; Md Noor J.; Mohamad M.I.K.; Mokhtar M.F.; Isa M.R.; Abdul Rani M.F.
Published: (2022)

Dietary macronutrients and the aging liver sinusoidal endothelial cell
by: Cogger V.C.; Mohamad M.; Solon-Biet S.M.; Senior A.M.; Warren A.; O’Reilly J.N.; Tung B.T.; Svistounov D.; McMahon A.C.; Fraser R.; Raubenheimer D.; Holmes A.J.; Simpson S.J.; Le Couteur D.G.
Published: (2016)

Delaminating control on drilling the medium density fiber board with robust optimization
by: Jamaludin K.R.; Adenan M.S.; Daud M.Y.M.; Raman N.A.
Published: (2012)

Real-time FPGA-based Sound Source Localization
by: Jamaludin, et al.
Published: (2024)

PropTech: Technological innovation for sustainable real estate
by: Latif S.N.F.A.; Nawawi A.H.; Wahab M.A.
Published: (2023)

Performance comparison of clustering and thresholding algorithms for tuberculosis bacilli segmentation
by: Osman M.K.; Mashor M.Y.; Jaafar H.
Published: (2012)

Dental segmentation via enhanced YOLOv8 and image processing techniques
by: Abed D.M.; Abdul-Rahman S.; Mutalib S.
Published: (2024)

Knowledge-Grounded Attention-Based Neural Machine Translation Model
by: Israr, et al.
Published: (2025)

Results of fitted neural network models on Malaysian aggregate dataset
by: Ghani N.A.M.; Kamaruddin S.B.A.; Musirin I.; Hashim H.
Published: (2018)

Neural network diagnostic system for dengue patients risk classification
by: Faisal T.; Taib M.N.; Ibrahim F.
Published: (2012)

Artificial Neural Network-Salp-Swarm Algorithm for Stock Price Prediction
by: Mustaffa Z.; Sulaiman M.H.; Aziz A.A.
Published: (2024)

Ultrastructure of the liver microcirculation influences hepatic and systemic insulin activity and provides a mechanism for age-related insulin resistance
by: Mohamad M.; Mitchell S.J.; Wu L.E.; White M.Y.; Cordwell S.J.; Mach J.; Solon-Biet S.M.; Boyer D.; Nines D.; Das A.; Catherine Li S.-Y.; Warren A.; Hilmer S.N.; Fraser R.; Sinclair D.A.; Simpson S.J.; de Cabo R.; Le Couteur D.G.; Cogger V.C.
Published: (2016)

Development of Real-Time Quality Feedback System Using Web-Based Software for an Automotive Parts Factory
by: Rusli M.H.M.; Kayat S.B.; Sohaimi M.A.T.B.M.; Hassan M.K.B.
Published: (2024)

Restoration and Segmentation of Old Jawi Manuscripts using Variational Image Inpainting and Active Contour Models
by: Azam, et al.
Published: (2024)

Graphene oxide/chitosan/manganese/folic acid-brucine functionalized nanocomposites show anticancer activity against liver cancer cells
by: Alzahrani A.R.; Ibrahim I.A.A.; Alanazi I.M.; Shahzad N.; Shahid I.; Azlina M.F.N.; Kamisah Y.; Ismail N.M.; Arulselvan P.
Published: (2024)

Design and Implementation of a Wireless Health Monitoring System for Real-Time Patient Data Using ESP32
by: Ya'acob, et al.
Published: (2024)

Smart integrated sensors in real time monitoring critical parameters in tissue culture growth room of oil palm
by: Aziz N.H.A.; Wahab N.A.; Muhamad W.N.W.; Alias A.J.; Hashim A.T.; Mustafa R.
Published: (2009)

Eye-to-text communication via advanced optimization techniques and artificial neural networks: Review
by: Abbas M.R.; Mutlag A.H.; Gharghan S.K.; Jailani R.
Published: (2024)

Segmentation of tuberculosis bacilli in Ziehl-Neelsen-stained tissue images based on K-mean clustering procedure
by: Osman M.K.; Mashor M.Y.; Saad Z.; Jaafar H.
Published: (2010)

Real-Time Data Forecasting On Missing Energy Data Using Seasonal Autoregressive Integrated Moving Average (SARIMA) Model
by: Fariz K.N.M.K.; Latip M.F.A.; Zaini N.
Published: (2024)

Novel parameter extraction for Single, Double, and three diodes photovoltaic models based on robust adaptive arithmetic optimization algorithm and adaptive damping method of Berndt-Hall-Hall-Hausman
by: Mohammed Ridha H.; Hizam H.; Mirjalili S.; Lutfi Othman M.; Effendy Ya'acob M.; Ahmadipour M.
Published: (2022)

Relationship and lead-lag effect between Asian Real Estate Investment Trusts (REITs) performance and Malaysian REIT market: Cointegration modelling
by: Nawawi A.H.; Husin A.; Abdul Hadi A.R.; Yahya M.H.
Published: (2010)

Visualisation support for the protégé ontology competency question based conceptual-relationship tracer
by: Annamalai M.; Mohseni H.R.
Published: (2011)

Colour image segmentation of tuberculosis bacilli in Ziehl-Neelsen-stained tissue images using moving k-mean clustering procedure
by: Osman M.K.; Saad Z.; Mashor M.Y.; Jaafar H.
Published: (2010)

Comparative analysis of deep neural network architectures for renewable energy forecasting: enhancing accuracy with meteorological and time-based features
by: Khan, et al.
Published: (2024)

Comparative analysis of deep neural network architectures for renewable energy forecasting: enhancing accuracy with meteorological and time-based features
by: Khan S.; Mazhar T.; Khan M.A.; Shahzad T.; Ahmad W.; Bibi A.; Saeed M.M.; Hamam H.
Published: (2024)

A genetic algorithm-neural network approach for mycobacterium tuberculosis detection in Ziehl-Neelsen stained tissue slide images
by: Osman M.K.; Ahmad F.; Saad Z.; Mashor M.Y.; Jaafar H.
Published: (2010)

Effectiveness of the integration of traditional Chinese medicine and western medicine (integrative medicine) for treating liver stagnation and spleen deficiency in major depressive disorder: a randomized controlled trial protocol
by: Han Y.S.; Saw J.A.; Yu J.; Chen X.W.
Published: (2024)

Phase analysis of cerate and zirconate ceramics powder prepared by supercritical ethanol using high temperature-high pressure batch wise reactor system
by: Osman N.; Mazlan N.W.; Hassan O.H.; Zulkifli W.Z.W.; Mohamed Z.
Published: (2020)

Metabolites profile of colorectal cancer cells at different stages
by: Yusof H.M.; Ab-Rahim S.; Ngah W.Z.W.; Nathan S.; Jamal A R.A.; Mazlan M.
Published: (2019)

Preliminary Design of Water Intake System for In-situ Water Quality Assessment
by: Robi, et al.
Published: (2024)

Quantifying Spasticity: Developing a Data-Driven Approach Through the Modified Ashworth Scale and Simulated Spasticity Model
by: Othman N.A.; Zakaria N.A.C.; Johar K.; Hanapiah F.A.; Hashim N.M.; Low C.Y.; Yee J.
Published: (2025)

Availability and affordability of blood pressure-lowering medicines and the effect on blood pressure control in high-income, middle-income, and low-income countries: an analysis of the PURE study data
by: Attaei M.W.; Khatib R.; McKee M.; Lear S.; Dagenais G.; Igumbor E.U.; AlHabib K.F.; Kaur M.; Kruger L.; Teo K.; Lanas F.; Yusoff K.; Oguz A.; Gupta R.; Yusufali A.M.; Bahonar A.; Kutty R.; Rosengren A.; Mohan V.; Avezum A.; Yusuf R.; Szuba A.; Rangarajan S.; Chow C.; Yusuf S.; O'Donnell M.; Mente A.; Leong D.; Smyth A.; Joseph P.; Islam S.; Zhang M.; Hu W.; Ramasundarahettige C.; Wong G.; Dayal L.; Casanova A.; Dehghan M.; Lewis G.; Aliberti A.; Reyes A.; Zaki A.; Lewis B.; Zhang B.; Agapay D.; Hari D.; Milazzo E.; Ramezani E.; Hussain F.; Shifaly F.; Kay I.; Rimac J.; Swallow J.; Heldman L.; Mushtaha M.; Mushtaha M.; Trottier M.; Aoucheva N.; Kandy N.; Mackie P.; Solano R.; Chin S.; Ramacham S.; Shahrook S.; Trottier S.; Tongana T.; ElSheikh W.; Lindeman J.; McQueen M.; Hall K.; Keys J.; Wang X.; Keneth J.; Devanath A.; Diaz R.; Orlandini A.; Linetsky B.; Toscanelli S.; Casaccia G.; Maini Cuneo J.M.; Rahman O.; Azad A.K.; Rabbani K.A.; Cherry H.M.; Mannan A.; Hassan I.; Talukdar A.T.; Tooheen R.B.; Khan M.U.; Sintaha M.; Choudhury T.; Haque R.; Parvin S.; Oliveira G.B.; Marcilio C.S.; Mattos A.C.; Dejesus J.; Poirier P.; Turbide G.; Auger D.; De Bluts A.L.; Proulx M.C.; Cayer M.; Bonneville N.; Gasevic D.; Corber E.; de Jong V.; Vukmirovich I.; Wielgosz A.; Fodor G.; Pipe A.; Shane A.; Seron P.; Martinez S.; Valdebenito A.; Oliveros M.; Wei L.; Lisheng L.; Chunming C.; Xingyu W.; Wenhua Z.; Hongye Z.; JiaXuan; Bo H.; Yi S.; Jian B.; Xiuwen Z.; Xiaohong C.; Tao C.; Hui C.; Qing D.; Xiaoru C.; Xinye H.; JiaXuan; Jian L.; Juan L.; Xu L.; Bing R.; Wei W.; Yang W.; Jun Y.; Yi Z.; Manlu Z.; Fanghong L.; Jianfang W.; Yindong L.; Yan H.; Liangqing Z.; Baoxia G.; Xiaoyang L.; Shiying Z.; BianRongwen; TianXiuzhen; Dong L.; Di C.; Jianguo W.; Yize X.; Tianlu L.; Peng Z.; Changlin D.; Ning L.; Xiaolan M.; Yuqing Y.; Rensheng L.; Minfan F.; Jing H.; Yu L.; Xiaojie X.; Qiang Z.; Lopez-Jaramillo P.; Lopez P.C.; Garcia R.; Jurado L.J.A.; Gómez-Arbeláez D.; Arguello J.F.; Dueñas R.; Silva S.; Pradilla L.P.; Ramirez F.; Molina D.I.; Cure-Cure C.; Perez M.; Hernandez E.; Arcos E.; Fernandez S.; Narvaez C.; Paez J.; Sotomayor A.; Garcia H.; Sanchez G.; David T.; Rico A.; Mony P.; Vaz M.; Bharathi A.V.; Swaminathan S.; Shankar K.; Kurpad A.V.; Jayachitra K.G.; Kumar N.; Hospital H.A.L.; Deepa M.; Parthiban K.; Anitha M.; Hemavathy S.; Rahulashankiruthiyayan T.; Anitha D.; Sridevi K.; Panwar R.B.; Mohan I.; Rastogi P.; Rastogi S.; Bhargava R.; Kumar R.; Thakur J.S.; Patro B.; Lakshmi P.V.M.; Mahajan R.; Chaudary P.; Vijayakumar K.; Ajayan K.; Rajasree G.; Renjini A.R.; Deepu A.; Sandhya B.; Asha S.; Soumya H.S.; Kelishadi R.; Mohammadifard N.; Heidari H.; Ismail T.S.T.; Ng K.K.; Devi A.; Nasir N.M.; Yasin M.M.; Miskan M.; Rahman E.A.; Arsad M.K.M.; Ariffin F.; Razak S.A.; Majid F.A.; Bakar N.A.; Yacob M.Y.; Zainon N.; Salleh R.; Ramli M.K.A.; Halim N.A.; Norlizan S.R.; Ghazali N.M.; Arshad M.N.; Razali R.; Ali S.; Othman H.R.; Hafar C.; Pit A.; Danuri N.; Basir F.; Zahari S.N.A.; Abdullah H.; Arippin M.A.; Zakaria N.A.; Noorhassim I.; Hasni M.J.; Azmi M.T.; Zaleha M.I.; Hazdi K.Y.; Rizam A.R.; Sazman W.; Azman A.; Khammash U.; Khatib A.; Giacaman R.; Iqbal R.; Afridi A.; Khawaja R.; Raza A.; Kazmi K.; Dans A.; Co H.U.; Sanchez J.T.; Pudol L.; Zamora-Pudol C.; Palileo-Villanueva L.A.M.; Aquino M.R.; Abaquin C.; Cabral M.L.; Zatonski W.; Zatonska K.; Ilow# R.; Ferus M.; Regulska-Ilow B.; Różańska D.; Wolyniec M.; Hersi A.; Kashour T.; Alfaleh H.; Alshamiri M.; Altaradi H.B.; Alnobani O.; Bafart A.; Alkamel N.; Ali M.; Abdulrahman M.; Nouri R.; Kruger A.; Voster H.H.; Schutte A.E.; Wentzel-Viljoen E.; Eloff F.C.; de Ridder H.; Moss H.; Potgieter J.; Roux A.A.; Watson M.; de Wet G.; Olckers A.; Jerling J.C.; Pieters M.; Hoekstra T.; Puoane T.; Tsolekile L.; Sanders D.; Ilow P.; Steyn N.; Peer N.; Mayosi B.; Rayner B.; Lambert V.; Levitt N.; Kolbe-Alexander T.; Ntyintyane L.; Hughes G.; Swart R.; Fourie J.; Muzigaba M.; Xapa S.; Gobile N.; Ndayi K.; Jwili B.; Ndibaza K.; Egbujie B.; Boström K.B.; Lindblad U.; Langkilde P.; Gustavsson A.; Andreasson M.; Snällman M.; Wirdemann L.; Pettersson K.; Moberg E.; Yeates K.; Sleeth J.; Kilonzo K.; Akalin A.A.K.; Calik K.B.T.; Imeryuz N.; Temizhan A.; Alphan E.; Gunes E.; Sur H.; Karsidag K.; Gulec S.; Altuntas Y.; Almahmeed W.; Swidan H.; Darwish E.A.; Hashemi A.R.A.; Al-Khaja N.; Muscat-Baron J.M.; Ahmed S.H.; Mamdouh T.M.; Darwish W.M.; Abdelmotagali M.H.S.; Awed S.O.; Movahedi G.A.; Shaibani H.A.; Gharabou R.I.M.; Youssef D.F.; Nawati A.Z.S.; Salah Z.A.; Abdalla R.F.E.; Shuwaihi S.A.; Omairi M.A.; Cadigal O.D.; Alejandrino R.S.; Chifamba J.; Gwaunza L.; Terera G.; Mahachi C.; Murambiwa P.; Machiweni T.; Mapanga R.
Published: (2017)