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In the era of medical big data, artificial intelligence is increasingly widely used in medicine. Efficient management and information mining of massive medical data can obtain useful information on disease development, progression, survival, and prognosis. In recent years, some achievements have been made in the application of artificial intelligence in primary liver cancer. This article elaborates on the current status and prospects of its application in the diagnosis and treatment of liver cancer.
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OBJECTIVE@#To explore the application of 3D visualization and 3D printing in individualized precision surgical treatment of Bismuth-Corlette type Ⅲ and Ⅳ hilar cholangiocarcinoma.@*METHODS@#We retrospectively analyzed the data of 10 patients with hilar cholangiocarcinoma undergoing surgeries under the guidance of 3D visualization and 3D printing in the Department of Hepatobiliary Surgery, Zhujiang Hospital from May 2016 to March 2019. Thin-section CT data of the patients were collected for 3D reconstruction and 3D printing, and the 3D printed models were used for observing the 3D relationship of tumor with the intrahepatic bile duct, hepatic artery, portal vein and hepatic vein system and for performing preoperative simulated surgery and surgical planning. The 3D printed models were subsequently used for real-time intraoperative navigation to guide surgeries in the operating room.@*RESULTS@#3D visualization models were successfully reconstructed for all the 10 patients and printed into 3D models. The 3D visualization types in Bismuth-Corlette classification included type Ⅲa (4 cases), type Ⅲb (4 cases), and type Ⅳ (2 cases); 4 patients showed portal vein variation, 3 had hepatic artery variation, and 2 had both portal vein and hepatic artery variations. Two patients were found to have trifurcation type of portal vein variation, one had "I-shaped" variation, and one showed the absence of the right anterior branch of the portal vein; 3 patients had hepatic artery variations with the left hepatic artery originating from the left gastric artery (1 case) and the right hepatic artery originating from the superior mesenteric artery (2 cases). Four patients with type Ⅲb underwent left hepatectomy; 4 with type Ⅲa received right hepatectomy; 1 patient with of type Ⅳ received peripheral hepatic resection and another underwent left hepatectomy. The results of preoperative 3D reconstruction, 3D printed model and preoperative planning were consistent with the intraoperative findings. The operative time was 452±75.12 min with a mean intraoperative blood loss of 356±62.35 mL and a mean hospital stay of 15 ± 4.61 days in these cases. One patient had bile leakage and 3 patients had pleural effusion postoperatively, and they were discharged after drainage and medications. No liver failure or death occurred in these cases perioperatively.@*CONCLUSIONS@#3D visualization and 3D printing can facilitate accurate preoperative assessment, surgical planning and surgical procedure optimization for Bismuth-Corlette type Ⅲ and Ⅳ hilar cholangiocarcinoma to improve surgical safety and reduce surgical risks especially in cases of intrahepatic vascular variations.
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Humans , Bile Duct Neoplasms , Bismuth , Cholangiocarcinoma , Hepatectomy , Imaging, Three-Dimensional , Klatskin Tumor , Liver Neoplasms , Portal Vein , Printing, Three-Dimensional , Retrospective StudiesABSTRACT
Digital intelligent hepatobiliary surgery has evolved over decades.It has experienced an evolution course from digital virtual human technology to the establishment of a quality-controlled and homogeneous three-dimensional visualization system for precision diagnosis and treatment of diseases, from three-dimensional visualization to the clinical transformation of digital intelligent technology and changes in the diagnosis and treatment model, from empirical diagnosis of diseases to the application of deep learning for the intelligent diagnosis and treatment of diseases, from empirical surgery to real-time multi-modal image guidance during surgery, and from the morphological diagnosis of tumors to accurate diagnosis from molecular imaging.During the whole process, only through continuous innovation in research, theory and technology can the "life" of digital intelligent surgery be endowed with new vitality.In the future, the definition of tumor boundary from the molecular and cellular levels and the early diagnosis and treatment of liver tumor through the functional visualization of key molecules will have significant clinical value for changing the prognosis of liver cancer.In addition, in order to realize intelligent navigation for hepatectomy and break through the technical bottleneck, it is of great clinical significance to develop an intelligent robot real-time navigation hepatectomy system with automatic navigation technology, machine learning intelligent planning technology and multimodal image fusion technology.This provides unprecedented opportunities and challenges for the development of digital intelligent hepatobiliary surgery.
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Objective To explore the clinical application value of three-dimensional visualization of blood vessels as the axis and virtual reality technology in giant liver cancer.Methods Thin-layer CT image data of 13 patients who were diagnosed as giant primary liver cancer were collected for three-dimensional reconstruction,and then transformed into VR model.The anatomical relationship between the tumor and its surrounding important structures was analyzed.The preoperative evaluation,classification and surgical planning based on blood vessels as the axis were carried out to guide intraoperative navigation.The consistency was verified by the intraoperative rapid pathological examination.Results 13 patients successfully achieved 3D reconstruction and VR model transformation.According to the 3D visualization classification of blood vessels as the axis.There were three cases of type Ⅰ a grade 1,two cases of type Ⅰa grade 2;one case of type Ⅱ a grade 2;one case of type Ⅱ b grade 3;two cases of type Ⅱ c grade 3;four cases of type Ⅱ a grade 3.Conclusions Three-dimensional visualization and VR technology can provide comprehensive information on the anatomical structure of liver cancer lesions and blood vessels,which is of great value in the application of giant liver cancer surgery.
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Objective@#To study the application value of augmented-reality (AR) surgical navigation technology combined with indocyanine green (ICG) molecular fluorescence imaging in three-dimensional (3D) laparoscopic hepatectomy.@*Methods@#The clinical data of forty-eight patients who had undergone 3D laparoscopic hepatectomy for hepatocellular carcinoma at First Department of Hepatobiliary Surgery, Zhujiang Hospital, Southern Medical University from January 2018 to April 2019 were retrospectively analyzed.The patients were divided into two groups: the group of 3D laparoscopic hepatectomy navigated by augment reality technology combined with ICG molecular fluorescence imaging (Group A) , and group of conventional 3D laparoscopic hepatectomy (Group B) . Patients in Group A (n=23) underwent 3D laparoscopic hepatectomy using augmented-reality technology combined with ICG molecular fluorescence imaging. In this group, the self-developed three-dimensional laparoscopic augmented-reality surgical navigation system (No. 2018SR840555) was operated to project the preoperative three-dimensional model to the surgical field, and the use of this system in combination with ICG molecular fluorescence imaging navigated laparoscopic hepatectomy. No surgical navigation technology was applied in Group B (n=25) . All patients signed the informed consent, which were in accordance with the requirements of medical ethics (Ethics No.: 2018-GDYK-003) . The preoperative data, surgical indicators and postoperative complications between the two groups were compared and analyzed.@*Results@#The median amount of intraoperative blood loss of Group A was 250 (200) ml (M (QR) ) , which was significantly lower than that of Group B (300 (150) ml) (Z=-2.307, P=0.021) .The transfusion rate of Group A was 13.0% (3/23) , which was significantly lower than that of Group B (40.0%, 10/25) (χ2=4.408, P=0.036) .The median postoperative hospitalization time of Group A was 8 (2) d, which was significantly shorter than that of Group B (11 (6.5) d) (Z=-2.694, P=0.007) . There were no serious complications and perioperative death in both groups.The incidence of postoperative complications in Group A was 17.4% (4/23) , which was not significantly different from that in group B (28%, 7/25) (χ2=0.763, P=0.382) .@*Conclusion@#Augmented-reality surgical navigation technology combined with ICG molecular fluorescence imaging has better effect in 3D laparoscopic hepatectomy.
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Objective@#To explore a novel method for preoperative precision assessment of centrally located hepatocellular carcinoma(HCC) with blood vessel as axis based on three-dimensional(3D) visualization and virtual reality(VR) technology and its application values.@*Methods@#High-quality thin-layer enhanced CT data were collected from 20 patients with centrally located HCC who treated at First Department of Hepatobiliary Surgery, Zhujiang Hospital, Southern Medical University from March 2017 to August 2018 diagnosed by preoperative examination. There were 18 males and 2 females, aged 28 to 69 years, all of Child-Pugh grade A. First of all, 3D reconstruction was performed by a 3D visualization software; then, the reconstructed 3D image was imported into VR development engine for VR research; afterwards, the analysis and evaluation system with blood vessel as axis was established based on 3D visualization classification of centrally located HCC; therefore, the relationship of the tumor to its major peripheral blood vessels was accurately judged and the surgical planning was formulated. Two images were brought into the operating room for navigation in surgery. The assessments results of preoperative data (CT and (or) MRI) and three-dimensional visualization of blood vessels in VR environment were compared; the values of the preoperative and postoperative hemoglobin, serum albumin and bilirubin were recorded and compared. Chi-square test, t-test and non-parametric test were used for the analysis of counting data, continuous measurement data and non-normal distribution measurement data, respectively.@*Results@#3D visualization modeling was completed in all of the 20 patients with centrally located HCC. According to the results of 3D visualization classification of centrally located HCC, there were 3 cases of type Ⅰ,1 case of type Ⅱ,4 cases of type Ⅲ,7 cases of type Ⅳ and 5 cases of type Ⅴ; according to the assessment and classification based on blood vessel as the axis, there were 6 cases of type Ⅰa,2 cases of type Ⅰb,2 cases of type Ⅱa,9 cases of type Ⅱb and 1 case of type Ⅱc. All patients underwent successful resection of tumor under the guidance of 3D visualization and VR technology. There were 15 cases whose assessment results based on preoperative CT/MRI were consistent with intraoperative findings, with a coincidence rate of 75.0%(15/20); while in VR environment, the assessment results of 3D visualization with blood vessel as axis were all consistent with the intraoperative findings, with coincidence rate of 100%(20/20). There was a statistically significant difference between the groups (χ2=5.714, P=0.017). There was no red blood cell transfusion in all patients during the operation. The preoperative hemoglobin was (128.8±14.9)g/L, and it was (119.8±12.5)g/L on postoperative day 1. There was no significant difference between these two sets of data (t=2.07, P=0.054). No death during the perioperative period and no complications such as hepatic failure, hemorrhage and biliary fistula after operation occurred.@*Conclusion@#Preoperative evaluation based on 3D visualization and VR technology with blood vessel as the axis has significant clinical value for preoperative planning and surgical navigation of centrally located HCC.
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Digital intelligent diagnostic and treatment technology is a novel technology which is based by combining modern medicine with digitalized and intelligent high-tech to form a multidisciplinary and multi-knowledge domain. This technology plays an important role in areas including precision diagnosis, preoperative planning and surgical navigation. Its core technologies are: (1) quality control research on high-quality CT imaging data acquisition; (2) quality control and homogenization research on three-dimensional (3D) reconstruction; (3) high-quality 3D printed physical models; (4) virtual reality 3D simulation platform; (5) molecular fluorescence imaging to define tumor boundaries; (6) non-rigid registration multi-mode image fusion surgical navigation system; (7) image feature extraction and prediction model establishment. The workflow of this system includes: First, CT data acquisition and 3D visualization of hepatobiliary and pancreatic diseases; followed by individualized vascular assessment, liver volume calculation and surgical planning using the 3D model; then virtual simulation surgery, 3D printing, virtual reality technology and molecular fluorescence imaging accordance to the required specific conditions. Preoperative radiomics are used to predict the risk of complications and long-term follow-up results. Intraoperative multi-modal fusion image navigation and its consistency are evaluated with the findings in actual surgery and preoperative planning. This technology, hopefully, will bring in novel strategies and approaches in the diagnosis and treatment of hepatobiliary and pancreatic diseases.
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With the development of the times, a series of innovative intelligent diagnosis and treatment techniques have emerged, providing new strategies and means for disease diagnosis and treatment, which is helpful for promoting the development of general surgery in China. This article, combined with relevant literature at home and abroad, reviews the application of digital medical intelligent diagnosis and treatment technologies in general surgery,such as three-dimensional visualization,three-dimentional printing, mixed reality, molecular fluorescence imaging, artificial intelligence-imaging omics, abdominal surgery navigation and photoacoustic imaging. Three-dimentional visualization has changed the traditional "two-dimensional" disease diagnosis and treatment mode; three-dimentional printing of three-dimentional images is a leap-forward transition to stereoscopic physical models; mixed reality has broken the boundary between the digital virtual world and the physical real world, bringing technological innovation to traditional surgery; Indocyanine green molecular fluorescence imaging has achieved tumor boundary definition, micro or metastatic lesion detection and intraoperative real-time navigation at the molecular and cellular level; artificial intelligence-imaging omics can improve the accuracy of disease diagnosis and predict risk and efficacy; abdominal surgical navigation can improve the accuracy and safety of the operation; high precision-cross-scale photoacoustic microscopy can define the tumor boundary from the molecular, cellular and microvascular levels to guide the precise resection of the tumor; finally, this paper looks forward to the new direction of general surgery diagnosis and treatment represented by digital medicine and artificial intelligence.
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OBJECTIVE@#To explore the value of three-dimensional visualization technology (3DVT) combined with indocyanine green (ICG) fluorescence imaging in the diagnosis and treatment of primary hepatocellular carcinoma (HCC).@*METHODS@#We retrospectively analyzed the clinical data of 154 patients with HCC admitted to the Department of Hepatobiliary Surgery, Zhujiang Hospital, Southern Medical University between January, 2016 and November, 2018. In 57 of the patients (3DVT group), preoperative CT and Gd-EOB-DTPA-enhanced MRI were performed and 3D visualization and surgical planning was carried out before the operation; intraoperative ICG florescence imaging was performed for real-time detection of the tumor location and demarcation, intrahepatic satellite lesions and metastases. According to the intraoperative fluorescent signals and 3D visualization-based surgical planning, the final surgical plan was determined. In the other 97 patients (control group), conventional surgical assessment and surgical resection of the tumor was carried out. The preoperative imaging findings, intraoperative tumor detection, postoperative laboratory results, pathological reports, and follow-up data of the patients were analyzed.@*RESULTS@#In 3DVT group, 63 and 70 lesions were detected by preoperative CT and MRI, respectively; compared with CT examination, intraoperative ICG florescence imaging revealed additional 17 lesions, among which 10 were pathologically confirmed as HCC and 7 as cirrhosis nodules. The median volume of bleeding was 300 mL in 3DVT group, significantly less than that in the control group (400 mL; Z=2.291, =0.022). In both groups, serious complications or perioperative death occurred in none of the patients. The incidence of postoperative complications was significantly lowed in 3DVT group than in the control group [21% (12/57) 48.4% (47/97); =11.406, =0.001]. The overall disease-free survival rate at 2 years after the operation was significantly higher in 3DVT group than in the control group (74.9% 28.9%, =0.022).@*CONCLUSIONS@#3DVT combined with ICG fluorescence imaging allows precise preoperative diagnosis, surgical planning and implementation, intraoperative detection of small liver cancers and precise navigation for HCC treatment, thereby helping to reduce postoperative complications and improve the disease-free survival rate of the patients.
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Humans , Carcinoma, Hepatocellular , Imaging, Three-Dimensional , Indocyanine Green , Liver Neoplasms , Retrospective StudiesABSTRACT
With the advent of the era of digital intelligent diagnosis and treatment, the clinical application of new techniques plays an important role in improving the diagnosis and treatment of pancreatic cancer. The rapid development of digital intelligent diagnosis and treatment techniques, such as three-dimensional visual simulation, three-dimensional printing, virtual reality, augmented-reality surgical navigation, and radiomics, shows the new directions of the diagnosis and treatment of pancreatic diseases and leads digital pancreatic surgery into the era of digital intelligence. With reference to related articles in China and foreign countries and the authors’ experience in the digital intelligent diagnosis and treatment of pancreatic cancer, this article elaborates on the current application of related techniques in the diagnosis and treatment of pancreatic cancer and introduces the application of these techniques in preoperative resectability assessment, individualized surgical planning, and visual-guidance surgery for pancreatic cancer, as well as the perspectives of the digital intelligent diagnosis and treatment techniques in improving clinical diagnostic rate of pancreatic cancer, selecting a reasonable treatment regimen, and improving the effect of surgical treatment.
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Objective To explore the application value of three-dimensional visual (3DV) assessment and virtual reality (VR) study of type Ⅲ and Ⅳ hilar cholangiocarcinoma with portal vein as the axis.Methods The CT image data of 10 patients who were diagnosed as Bismuth type Ⅲ and Ⅳ hilar cholangiocarcinoma by B-ultrasound and CT in Zhujiang Hospital,Southern Medical University were imported into 3D visualization system (3DVS) for 3D image reconstruction,and the portal vein was used as the axis for 3DV analysis and evaluation.The 3D data were then imported into the VR development engine to perform VR research,so as to help the operation planning.Both of the image data were taken into the operation room for intraoperative navigation.Results 10 patients completed 3D visualization reconstruction and VR model transformation.According to the 3D visualization of hepatic hilar hepatocarcinoma,there were 1 case of type Ⅱ,2 cases of type Ⅲa,5 cases of type Ⅲb,1 case of type Ⅳa and 1 case of type Ⅳb.The portal vein was classified according to Cheng type:6 cases of type Ⅰ,3 cases of type Ⅱ,and 1 case of type Ⅲ.The hepatic artery was classified according to Michels type:5 cases of type Ⅰ,1 case of type Ⅱ,3 cases of type Ⅲ,and 1 case of type Ⅸ.The 3DV assessment and VR study were almost consistent with the intraoperative findings.No liver failure or death occurred during the perioperative period.Conclusion The 3DV assessment and VR study with the portal vein as the axis have potential application for the surgical treatment of type Ⅲ and Ⅳ hilar cholangiocarcinoma.
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Objective To investigate the clinical efficacy of three-dimensional visualization technique (3DVT) combined with enhanced recovery after surgery (ERAS) in the treatment of hepatolithiasis.Methods The retrospective cohort study was conducted.The clinicopathological data of 64 patients with hepatolithiasis who were admitted to Zhujiang Hospital of Southern Medical University from November 2015 to August 2018 were collected.There were 17 males and 47 females,aged from 30 to 82 years,with a median age of 55 years.Of the 64 patients,23 who completed preoperative assessment and planning using 3DVT,and furthermore received ERAS for perioperative management were divided into 3DVT + ERAS group,and 41 who received preoperative assessment merely under the guidance of 3DVT,combined with conventional perioperative management were divided into 3DVT + conventional group.Observation indicators:(1) preoperative CT and 3DVT assessment;(2) perioperative conditions;(3) follow-up.The follow-up was conducted by outpatient service,e-mail or telephone interview to detect the postoperative recurrence of hepatolithiasis up to March 2019.The measurement data with normal distribution were expressed as Mean±SD,and the t test was used for comparison between groups.The measurement data with skewed distribution were expressed as M (P25,P75),and the Mann-Whitney U test was used for comparison between groups.The count data were expressed as absolute numbers or percentages,and the comparison between groups was pedormed using the chi-square test or Fisher exact probability.Results (1) Preoperative CT and 3DVT assessment:23 patients in the 3DVT + ERAS group underwent preoperative CT examination and 3DVT assessment,the consistency between CT results and intraoperative findings was 91.3％ (21/23),and the consistency between 3DVT results and intraoperative findings was 95.7％(22/23).Fourty-one patients in the 3DVT + conventional group underwent preoperative CT examination and 3DVT assessment,the consistency between CT results and intraoperative findings was 90.2％ (37/41),and the consistency between 3DVT results and intraoperative findings was 95.1％ (39/41).(2) Perioperative conditions:the volume of intraoperative blood loss,duration of postoperative hospital stay,postoperative total bilirubin,postoperative direct bilirubin,postoperative albumin,postoperative alanine aminotransferase,postoperative aspartate aminotransferase and postoperative hemoglobin were 50 mL (10 mL,100 mL),8 days (7 days,9 days),12 μmol/L (9 μmol/L,16 μmoL/L),6 μmol/L (4 μmoL/L,8 μmol/L),(37±4)g/L,44 U/L (18 U/L,85 U/L),32 U/L (20 U/L,65 U/L),(117±18)g/L in the 3DVT + ERAS group,and 100 mL (50 mL,300 mL),13 days (10 days,16 days),17 μmol/L (12 μmoL/L,33 μmoL/L),11 μmoL/L (7 μmoL/L,21 μmol/L),(29±6)g/L,78 U/L (43 U/L,122 U/L),121 U/L (72 U/L,176 U/L),(106±13)g/L in the 3DVT + conventional group,respectively;there were significant differences between two groups (Z =-3.084,-4.827,-2.953,-3.632,t =5.261,Z=-2.960,-4.625,t =2.773,P＜0.05).Two patients had pulmonary infection and 2 had pleural effusion in the 3DVT + ERAS group,and all the 4 patients were cured after treatment.One case of biliary fistula,4 cases of pulmonary infection and 5 cases of pleural effusion occurred in the 3DVT + conventional group,and these patients were cured by adequate abdominal drainage,antibiotic therapy and thoracocentesis,respectively.There was no perioperative death in either group.(3) Follow-up:64 patients were followed up for 6-36 months,with a median time of 23 months.During the follow-up,no recurrent hepatolithiasis in the 3DVT + ERAS group,and 1 case of recurrent hepatolithiasis was confirmed by ultrasound in the 3DVT + conventional group.No cholangiocarcinoma occurred in either group.Conclusion The combination of 3DVT and ERAS is effective,safe and feasible in the management of hepatolithiasis,which can accelerate the postoperative recovery of liver function,thus enhancing perioperative recovery and improving the prognosis of patients simultaneously.
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Objective To explore the application value of multimodal image fusion technology in the diagnosis and treatment of intrahepatic cholangiocarcinoma (ICC).Methods The retrospective descriptive study was conducted.The clinicopathological data of 11 patients with ICC who were admitted to Zhujiang Hospital of Southern Medical University between January and September 2018 were collected.There were 5 males and 6 females,aged (55 ± 12)years,with a range from 30 to 74 years.The data of contrast-enhanced computed tomography (CT) and magnetic resonance imaging (MRI) with gadoxetate disodium (Gd-EOB-DTPA) of the upper abdomen were respectively collected,and three-dimensional(3D) model of liver was constructed based on CT-MRI fusion images.The preoperative evaluation and surgical planning were carried out based on the different modal imaging examination technologies.The indocyanine green (ICG) molecular fluorescence imaging system and augmented reality navigation system were used to guide hepatectomy.Observation indicators:(1) preoperative evaluation;(2) intraoperative situations;(3) comparison between surgical planning based on the different model imaging technologies and actual surgical method;(4) follow-up.Follow-up using outpatient examination and telephone interview was performed to detect postoperative complications up to November 2018.Measurement data with normal distribution were represented as Mean ± SD,measurement data with skewed distribution were represented as M (range).Count data were described as absolute number or percentage and comparisons were analyzed using the paired chi-square test.Results (1) Preoperative evaluation:the proportions of grade 3 and above branch vessels of the portal vein and hepatic vein system and tumor margin by enhanced CT examination and enhanced MRI examination were respectively 11/11,4/11 and 5/11,11/11,with statistically significant differences in above indicators (x2 =4.16,5.14,P＜0.05).The enhanced CT showed 11 liver cancer lesions and enhanced MRI showed 13 lesions (including 2 lesions not demonstrated by enhanced CT,with a maximum diameter ≤ 10 mm).The 3D model of liver based on CT-MRI fusion image:location,number,infiltrating range (tumor boundary),intrahepatic vascular distribution,variation and its spatial relationship with lesions could be stereoscopically,intuitively and comprehensively displayed.(2) Intraoperative situations:of 11 patients,11 lesions were explored with naked eyes;13 lesions were detected by ICG molecular fluorescence imaging system,including 2 lesions showing low uptake lesions in liver and gallbladder specific period by preoperative MRI examinations and intrahepatic metastasis cancer by pathologic examination.Of 11 patients,6 had naked-eye ischemia boundaries around related vessels of hepatic portal ligation;10 with anatomical hepatectomy had hepatic segments or hemihepatic boundary by ICG molecular fluorescence imaging system,including 2 using positive staining and 8 using anti-staining.Among 11 patients,3 (1 combined with local resection of hepatic segment Ⅷ metastases),2,2,1,1,1 and 1 underwent respectively left hepatectomy,left lateral lobectomy of liver,right hepatectomy,extended right hepatectomy,right lobectomy of liver,resection of partial hepatic segment Ⅷ and mesohepatectomy.Seven of 11 patients received regional lymph node dissection and 4 received simple lymph node biopsy.Of 11 patients,1 diagnosed as with bile leakage of liver section underwent suture and ligation treatment with 4-0 Prolene;10 didn't occurred bile leakage.The surgical margin of 11 patients was negative.The operation time,volume of intraoperative blood loss and duration of hospital stay were (240± 118)minutes,(275±249)mL and (13 ± 8) days,respectively.There was no blood transfusion in the perioperative period.(3) Comparison between surgical planning based on the different model imaging technologies and actual surgical method:surgical planning of 3D model based on CT,MRI and CT-MRI fusion image in 6,9 and 11 patients was respectively consistent with actual surgical method.(4) Follow-up:11 patients were followed up for 2-10 months,with a median time of 6 months.Three patients had postoperative complications,2 of which were found in Clavien-Dindo Ⅰ and Ⅱ,including 1 with pleural effusion + peritoneal effusion and 1 with pleural effusion,they were improved after conservative treatment;1 with complication of Clavien-Dindo Ⅲ (postoperative intra-abdominal bleeding) was improved by selective arterial embolization using percutaneous femoral artery puncture.There was no postoperative bile leakage,hepatic failure and death.Conclusion Multimodal image fusion technique is helpful to optimize the preoperative surgical planning,which can assist the recognition of important vessels and real-time navigation of hepatectomy during operation,and improve the safety of operation.
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With the advent of a new era of digital medicine,the emergence of a series of digital intelligent diagnosis and treatment technology has played an important role in the development of diagnosis and treatment of biliary malignant tumors.In this paper,the application of digital intelligent technology in the diagnosis and treatment of biliary malignant tumors is elaborated based on the relevant literature at home and abroad as well as the author's practical experience in the past 15 years.This paper introduces the application of digital medical technology represented by three-dimensional visuali zation,virtual simulation surgery,three-dimension printing technology,virtual reality,abdominal surgery navigation,medical big data and artificial intelligence-radiomics in preoperative evaluation,operation planning,and real-time intraoperative guidance,and looks forward to the new direction of intelligent technology in the diagnosis and treatment of biliary malignant tumors,so as to promote its diagnosis and treatment mode to intelligent assisted diagnosis and treatment.
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Digital medicine underwent the conversion from "digital human" to digital medical technology and has been widely used in all aspects of clinical medicine in recent 10 years,especially in hilar cholangiocarcinoma (HCCA).It is difficult to accurately evaluate the longitudinal and vertical tumor invasion by preoperative conventional imaging assessment (CT,MRI,etc.) due to the complexity of this operation.Three-dimensional (3D) visualization can see more comprehensively,more clearly and more accurately on the basis of organs and lesions indicated by CT and MRI.Three-dimensional visualization digital medical technology can accurately,intuitively and stereoscopically display the situation of tumor invasion of the adjacent important vessels as well as the variation of vessels.It plays an important role in the aspects of preoperative evaluation,surgical planning,improving the success rate of operation and reducing complications for HCCA.It also transforms the past model of "crossing the river by feeling the stone" to now "crossing the river by watching the stone".Therefore,it is known as the paradigm of translational medicine.
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Objective@#To discuss the application of three dimentional(3D)visualization technologies in treatment plan of hepatic malignant tumor.@*Methods@#The clinical data of 300 patients with liver malignant tumor who received treatment from January 2016 to January 2017 in the Third Department of Hepatic Surgery of Eastern Hepatobiliary Surgery Hospital was retrospectively analyzed in this study, including 221 male and 79 female patients aged from 7 to 76 years with median age of 54 years. The median height was 168 cm (115-183 cm), the median weight was 65 kg (20-105 kg) and the median tumor volume was 142 ml (23-2 493 ml). Three-dimensional visualization technology was used in all patients to reconstruct liver three-dimensional graphics. Also, two and three-dimensional methods were taken respectively to evaluate patients and develop treatment strategy. The change of treatment strategy caused by 3D evaluation, actual surgical plan, operation time, time of hepatic vascular occlusion, intraoperative blood loss, volumes of blood transfusion and postoperative complications was observed.@*Results@#After three-dimensional visualization technology was applied, 75(25%) of 300 patients′ treatment strategies had been changed. The range of hepatectomy was extended in 25 patients. And 7 of them were due to hepatic venous variation, which resulted in increasing drainage area. In other 4 patients, liver resections were extended due to lack of perfusion of the liver parenchyma after the removal of portal vein. And hepatectomy was expanded in 14 patients in order to increase the surgical margin. The range of hepatectomy was reduced in 8 patients, 4 of which were due to hepatic venous variation, such as hepatic vein of segment 4 or lower right posterior hepatic vein. The remaining 4 cases were because of insufficient residual liver volume.The surgical resection was performed in 278 cases, 257 of which received operation directly. Left hepatectomy was performed in 24 patients and right hepatectomy was performed in 33 patients. Left trisectionectomy was carried out in 12 patients and right trisectionectomy was carried out in 11 patients. Caudate lobectomy was applied in 10 patients. There were 18 cases of left lateral sectionectomy, 7 cases of right anterior sectionectomy, 25 cases of right posterior sectionectomy and 18 cases of mesohepatectomy. Single or multi segment resection was performed in 99 patients. The treatment strategy of thirty-six patients was converted to staged hepatectomy (ALPPS 11 cases and portal vein embolization 25 cases). The median operation time was 130 minutes (90-360 minutes) and the median inflow blood occlusion time was 20 minutes (0-75 minutes). Median blood loss volume was 200 ml (20-1 600 ml). Thirty-seven of 278 patients received transfusions, and the average red blood transfusion volume was (4.4±1.7)units (0-8 units). Median hepatic resection volume was 530 ml(30-2 600 ml). There were 117 cases of pleural effusion after operation, including 3 patients needing invasive therapy. Ascites occurred in 23 patients, 6 of whom needed invasive therapy. Biliary leakage was observed in 30 patients. Eight patients occurred hepatic cutting surface hemorrhage, 6 of whom received blood transfusion, and 4 of whom underwent laparotomy to stop bleeding. Three patients had pulmonary infection after surgery and 3 patients appeared biliary obstruction. Deep vein thrombosis took place in 2 patients and portal vein thrombosis was observed in 4 patients. No postoperative liver failure and death ever happened in our study group.@*Conclusion@#Three-dimensional visualization technique can optimize the treatment strategy of patients with liver malignant tumor, improve surgical safety.
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Digital medical technology is a powerful tool which has forcefully promoted the development of general surgery in China. In this article, we reviews the application status of three-dimensional visualization and three-dimensional printing technology in general surgery, introduces the development situation of surgical navigation guided by optical and electromagnetic technology and preliminary attempt to combined with mixed reality applied to complicated hepatectomy, looks ahead the development direction of digital medicine in the era of artificial intelligence and big data on behalf of surgical robot and radiomics. Surgeons should proactively master these advanced techniques and accelerate the innovative development of general surgery in China.
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It has been almost 10 years since digital medical technology has started to becommonly used in general surgery in China.Led by advances in three dimensional(3D) visualization technology, virtual reality, simulation surgery, and 3D printing, digital medical technology have played important roles in changing the current practice of general surgery in China to become more effective by improving diagnostic accuracy and a better choice of therapeutic procedure with a resultant increased surgical success rate and a decreased surgical risks.Furthermore, education of medical students and young doctors become better and easier.
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Objective To investigate the application value of three-dimensional (3D) visualization technology in the resectability assessment and surgical planning for huge hepatic carcinoma.Methods The retrospective cross-sectional study was conducted.The clinical data of 48 patients with huge hepatic carcinoma who were admitted to the Zhujiang Hospital of Southern Medical University between January 2012 and June 2015 were collected.The preoperative image of computed tomography (CT) was converted to 3D reconstruction,visual observations and simulated surgery for assessing the tumor resectability through MI-3DVS,and corresponding treatments were performed according to the results of assessment.Observation indicators:(1) 3D reconstruction situations;(2) tumor resectability assessment through simulated surgery:tumor diameter,tumor volume,preoperative standard liver volume (SLV),tumor-free liver volume after simulated resection,future liver remnant (FLR) after simulated resection,hepatic resection rate (HRR);(3) surgical and postoperative situations:surgical procedures,resection extent,operation time,volume of intraoperative blood loss,complications,duration of postoperative hospital stay;(4) typical case analysis;(5) follow-up.Follow-up using outpatient examination and telephone interview was performed to detect the survival of patients and tumor recurrence or metastasis up to June 2016.Measurement data with normal distribution were represented as(-x) ± s.Results (1) Three-D reconstruction situations:48 patients with huge hepatic carcinoma received successful 3D reconstruction and visual observations.Portal vein branches and hepatic vein branches reached level 4 through 3D reconstruction,and spacial position relationship between tumor and intrahepatic vascular backbones or branches can be clearly observed,as well as location and degree of vascular compression and invasion.(2) Tumor resectability assessment through simulated surgery:of 48 patients receiving simulated hepatectomy,26 underwent hepatectomy and 22 didn't undergo hepatectomy based on the assessment of resectability.Tumor diameter,tumor volume,preoperative SLV,tumor-free liver volume after simulated resection,FLR after simulated resection and HRR through assessment of 3D reconstruction and simulated surgery were (12.3-± 2.0) cm,(838 ± 284) mL,(1 884 ± 391) mL,(494 ± 140) mL,(551 ± 184) mL,46％ ± 12％ in 26 patients with resectable tumor and (14.0 ± 2.0) cm,(1 877 ± 1 240) mL,(2 945 ± 1 194) mL,(666 ± 206) mL,(402 ± 86) mL,62％ ± 9％ in 22 patients with unresectable tumor,respectively.(3) Surgical and postoperative situations:26 patients with resectable tumor underwent hepatectomy,without occurrence of death.Of 26 patients,21 underwent anatomic hepatectomy,including 12 undergoing right hemihepatectomy,3 undergoing left hemihepatectomy,2 undergoing right lobectomy of the liver,2 undergoing right posterior lobectomy of the liver,1 undergoing left lobectomy of the liver and 1 undergoing resection of hepatic segment Ⅴ + Ⅵ.And 5 underwent non-anatomic hepatectomy,including 2 with reduced right hemihepatectomy,1 with resection of hepatic segment Ⅱ + Ⅲ and partial segment Ⅳ,1 with resection of hepatic segment Ⅵ + Ⅶ and partial segment Ⅴ and 1 with resection of hepatic segment Ⅴ + Ⅵ and partial segment Ⅶ.Operation time and volume of intraoperative blood loss in 26 patients were respectively (6.4 ± 1.3) hours and (712 ±633)mL.Three patients with postoperative pleural effusion and 1 with postoperative bile leakage were cured by symptomatic treatment,without the occurrence of hepatic dysfunction.Duration of postoperative hospital stay was (19 ± 8) days.Of 22 patients with unresectable tumor,14 underwent transcatheter hepatic arterial chemoembolization (TACE),4 underwent portal vein ligation,1 underwent portal vein embolization and 3 abandoned treatment.(4) Typical case analysis:results of 3D reconstruction through MI-3DVS showed that patients underwent portal vein right anterior branch-preserving expanded right posterior lobectomy of the liver,with a smooth recovery.Patients were followed up for 14.0 months,with a good survival and without tumor recurrence and metastasis.(5) Follow-up:40 of 48 patients were followed up for 6.0-33.0 months with a median time of 13.0 months,including 26 with surgery and 14 without surgery.During the follow-up,the median survival time of patients with and without surgery was 20.0 months and 10.5 months,respectively.Twelve patients with surgery had tumor recurrence and metastasis.Conclusion Three-dimensional visualization technology is safe and feasible in the resectability assessment and surgical planning for huge hepatic carcinoma,and it will benefit to reduce risk of surgery.
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<p><b>OBJECTIVE</b>To investigate the anatomy of right portal vein based on three-dimensional (3D) visualization technology and provide a morphological basis for computer-assisted individualized liver segmentation and anatomical hepatectomy.</p><p><b>METHODS</b>Liver CT data of 83 cases were segmented and reconstructed using the medical image three-dimensional visualization system (MI-3DVS), and 3D classifications of the right portal vein were established according to its branch number, direction and distribution. Individualized liver segmentation was performed based on the 3D typing results.</p><p><b>RESULTS</b>The reconstructed portal vein models were capable of visualizing the fourth-order portal branches. Generally, the third-order right portal branches were classified into P5, P6, P7 and P8 branches. According to the 3D distribution of the branches, P5 branches were classified into types A, B, C, D, and E [in 16 (19.3%), 5 (6%), 30 (36.1%), 7(8.5%), and 25 (30.1%) cases, respectively], P8 branches into types A, B, C, and D [in 29 (34.9%), 29 (34.9%), 10 (12.1%), and 15 (18.1%) cases, respectively], P6 branches into types A, B, C, and D [in 35 (42.2%), 12 (14.5%), 33 (39.7%), and 3 (3.6%) cases, respectively], and P7 branches into types A, B, C, D, E, and F [in 27 (32.5%), 11(33.3%), 27 (32.5%), 4(4.8%), 12 (14.5%), and 2 (2.4%) cases, respectively]. Individualized liver segmentation was achieved based on liver segments supplied by the third-order portal branches.</p><p><b>CONCLUSION</b>3D classifications of the complex and highly variant anatomy of third-order right portal vein and individualized liver segmentation based on this classification before the operation facilitates successful performance of anatomical hepatectomy.</p>