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Artificial intelligence in the detection, characterisation and prediction of hepatocellular carcinoma: a narrative review

Michal Kawka, Aleksander Dawidziuk, Long R. Jiao, Tamara M. H. Gall
2021 Translational Gastroenterology and Hepatology  
Hepatocellular carcinoma (HCC) is a significant cause of morbidity and mortality worldwide. Despite significant advancements in detection and treatment of HCC, its management remains a challenge.  ...  A review of the existing literature has been conducted to determine the role of AI in HCC, and three main domains were identified in the search: detection, characterisation and prediction.  ...  final output (15) Deep learning A subset of ML, that uses representation learning (automatic discovery of representations from raw data for classification or detection) ( Chronic viral hepatitis  ... 
doi:10.21037/tgh-20-242 fatcat:csuy7bzr3nelxduakk4znm4cd4

Abstracts for the 10th Meeting of the International Liver Transplantation Society, June 9-12, 2004, Kyoto, Japan

2004 Liver transplantation  
Methods: After IRB approval we collected demographics, OLT day APACHE III score, hospital mortality, length of hospital and ICU stay and length of time on mechanical ventilation for a group of 60 patients  ...  , and donor organs are now allocated based on the potential recipient's model for end-stage liver disease (MELD) score.  ...  In the era of MELD, hepatocellular carcinoma (HCC) has become a prominent indication for liver transplantation.  ... 
doi:10.1002/lt.20208 fatcat:tcpyhm7ioreprage4vei3wk2am

The 4th Asia-Pacific Primary Liver Cancer Expert Meeting

2013 Liver Cancer  
Research Interest: My research work now focuses on the prevention and treatments for recurrence or metastasis of hepatocellular carcinoma after liver resection or transplantation.  ...  Salvage transplantation for intra-hepatic recurrence after liver resection may be a good choice in some resectable HCC.  ...  Background: Liver resection is the treatment of choice for most cases of early stage hepatocellular carcinoma (HCC). However, the recurrence rates of HCC remains high even after curative hepatectomy.  ... 
doi:10.1159/000343846 fatcat:zpomdxbbpngbbhaxiduksoye5e

Concurrent Sessions Orals

2013 HPB  
Aim of the study to compare the CTP scores and MELD score for 3, 6 months survival in cirrhotic patients waiting for liver transplant.  ...  To assess the ability of MELD and CTP score predicting the risk of death, the study was performed by range by using c-statistic for area under the receiver operating characteristic curve.  ...  Acknowledgements: The work was supported by the National Natural Science Foundation of China (81070354).  ... 
doi:10.1111/hpb.12092 fatcat:qhlbq4pqqzhj3kvpcmbvnztd6u

Advancing Transplantation

Jonas Wadström, Bo-Göran Ericzon, Philip F. Halloran, Wolf O. Bechstein, Gerhard Opelz, Daniel Serón, Josep Grinyó, Alexandre Loupy, Dirk Kuypers, Christophe Mariat, Marc Clancy, Alan G. Jardine (+13 others)
2017 Transplantation  
ACKNOWLEDGMENTS The authors would like to thank Dr Alexandre Loupy for undertaking the role of Guest Editor for this supplement.  ...  They would also like to thank Nina Kennard, Amy MacLucas and James Wallis from iS LifeScience for their editorial support.  ...  TABLE 1 . 1 Multivariate analysis of risk factors for reduced graft survival after exclusion of patients with <1 month of follow-up CI, confidence interval; HCC, hepatocellular carcinoma; HCV, hepatitis  ... 
doi:10.1097/tp.0000000000001563 pmid:28125449 fatcat:qgqgvckygbehjevsdd3lrczsde

Free Oral

2014 HPB  
The A-DRI is superior to DRI and E-DRI for predicting the risk of graft failure after liver transplantation.  ...  after liver resection in Hepatocellular carcinoma with HCV etiology.  ...  Introduction: Transarterial embolization (TAE) is a well-established modality of treatment for patients suffering from hepatocellular carcinoma (HCC) while on the waiting list for deceased donor liver  ... 
doi:10.1111/hpb.12229 pmid:23600801 pmcid:PMC3921006 fatcat:gxapgs52mfgalgoekgw6cvjej4

Probabilistic ratiocination of hepatocellular carcinoma after resection: evaluation of expected to be promising approaches

Wei Dong, Xinggang Guo, Fuchen Liu, Wenli Zhang, Zongyan Wang, Tao Tian, Qifei Tao, Guojun Hou, Weiping Zhou, Seogsong Jeong, Qiang Xia, Hui Liu
2021 Annals of Translational Medicine  
We aimed to evaluate the optimal covariates and methodology for patients with hepatocellular carcinoma (HCC) undergoing surgical resection.  ...  RNA sequencing data and deep learning (DL) methods are expected to become promising approaches in the development of prediction models in the future.  ...  Although surgical resection and orthotopic liver transplantation are the standard of care and provide an opportunity for curative treatment of tumors without extrahepatic metastasis, owing to a shortage  ... 
doi:10.21037/atm-20-4828 pmid:34268391 pmcid:PMC8246161 fatcat:p3bd2p4ogjcmzljgwsgg5hzsmy

Abstracts

2022 Journal of hepato-biliary-pancreatic sciences  
Enucleation is performed for solitary insulinoma, and pancreas resection is performed for multiple insulinomas.  ...  Recurrence rates of 7% (sporadic) and 21% (MEN type I) have been reported at 20 years.  ...  There is a good multinational and multi-institutional study which showed that laparoscopic liver resection for hepatocellular carcinoma in Child-Pugh A and B7 cirrhosis beneficial.  ... 
doi:10.1002/jhbp.1104 pmid:35201662 fatcat:tyx2wygjqzfnxd5mwiysbugovi

Posters

2021 Transplant International  
Hepatocellular Carcinoma and might be helpful in estimating the risk of Conclusion: ERL-Tx after ex situ split remains to be a challenging proce- recurrence for patients scheduled for liver  ...  is the leading cause of death after liver transplantation (LT) in patients with hepatocellular carcinoma (HCC).  ... 
doi:10.1111/tri.14021 fatcat:gohdlifpejg3bmjkxfkumxl674

The 5th Asia-Pacific Primary Liver Cancer Expert Meeting (APPLE 2014), A Bridge to a Consensus on HCC Management, Taipei, Taiwan, July 11-13, 2014: Abstracts

2014 Liver Cancer  
Acknowledgements: We thank the patients and their families who took part in the study and all those involved in the research activities.  ...  PS01-009 Incidence of HCC in Chronic Hepatitis B (CHB) Patients Receiving Entecavir and Lamivudine Therapy  ...  We assessed the predictive factors for recurrence of HCC after curative resection.  ... 
doi:10.1159/000343874 fatcat:vlej5rp4gzarjjctztqwaiwt4a

Proteomic Profiling and Artificial Intelligence for Hepatocellular Carcinoma Translational Medicine

Nurbubu T. Moldogazieva, Innokenty M. Mokhosoev, Sergey P. Zavadskiy, Alexander A. Terentiev
2021 Biomedicines  
Hepatocellular carcinoma (HCC) is the most common primary cancer of the liver with high morbidity and mortality rates worldwide.  ...  Our review focuses on the recent progress in integrative proteomic profiling strategies and their usage in combination with machine learning and deep learning technologies for the discovery of novel biomarker  ...  accuracy in the prediction of HCC recurrence rate after curative tumor resection [57] .  ... 
doi:10.3390/biomedicines9020159 pmid:33562077 fatcat:nflz35zpczdadji5w4d3bhtf3q

Poster Panel [Liver]

2014 HPB  
This study was designed as a meta-analysis of studies which allow a comparison of LPS and OPS for resection of PNET. Studies conducted from 1994 to 2012 and reporting on LPS and OPS were reviewed.  ...  The nature of this meta-analysis is limited; nevertheless LPS for PNET appears to be safe and is associated with a reduced complication rate and shorter LoS than OPS.  ...  This study described a novel methylene blue staining technique for guiding anatomic resection of hepatocellular carcinoma (HCC).  ... 
doi:10.1111/hpb.12234 pmid:24245906 pmcid:PMC4008158 fatcat:i673zr26yrfrpfh7ounejxt45q

High hopes and high honours for cancer immunotherapy

Sophia Julia Häfner
2019 Biomedical Journal  
liver transplantation after recurrent hepatocellular carcinoma.  ...  Further readings discuss the negative impact of bismuth shields on computed tomography image quality, the predictive value of warning headaches for aneurysmal subarachnoid haemorrhage and the great long-term  ...  liver transplantation after recurrent hepatocellular carcinoma.  ... 
doi:10.1016/j.bj.2019.10.001 pmid:31783989 pmcid:PMC6889242 fatcat:s3fq7hk4zvgmxobgjs5jqtvk4u

Abstracts

2011 HPB  
Methods: Patients who underwent liver resection for CRLM in a single, tertiary referral, Hepatobiliary centre were identifi ed from a prospectively kept database.  ...  Conclusion: In our patient cohort the MSKCC prognostic score did not accurately predict survival and this highlights the importance of independent validation of scoring systems.  ...  (Suppl. 1), 1-77 LIVER TRANSPLANTATION FOR HEPATOCELLULAR CARCINOMA Y.  ... 
doi:10.1111/j.1477-2574.2011.00291.x fatcat:zgm2chp7rnbc7oqe63svxlwtfe

Best Free Orals: Biliary

2012 HPB  
The objectives of this study were to analyze the clinicopathologic features of EHBD cancer with MPDM after surgical resection and to identify prognostic factors associated with survival.  ...  The accuracies of PET-CT for the detection of a primary tumor and metastasis among groups were 90.0%, 65.0%, 75.8% and 86.8%, 90.0%, 91.7%, respectively.  ...  factors of peritoneal recurrence (PR) after liver resection for hepatocellular carcinoma (HCC) are lacking.  ... 
doi:10.1111/j.1477-2574.2012.00510.x fatcat:suf4tvwuurdmti3ny74vjycnru
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