1.Development of an abdominal acupoint localization system based on AI deep learning.
Mo ZHANG ; Yuming LI ; Zongming SHI
Chinese Acupuncture & Moxibustion 2025;45(3):391-396
This study aims to develop an abdominal acupoint localization system based on computer vision and convolutional neural networks (CNNs). To address the challenge of abdominal acupoint localization, a multi-task CNNs architecture was constructed and trained to locate the Shenque (CV8) and human body boundaries. Based on the identified Shenque (CV8), the system further deduces key characteristics of four acupoints: Shangwan (CV13), Qugu (CV2), and bilateral Daheng (SP15). An affine transformation matrix is applied to accurately map image coordinates to an acupoint template space, achieving precise localization of abdominal acupoints. Testing has verified that this system can accurately identify and locate abdominal acupoints in images. The development of this localization system provides technical support for TCM remote education, diagnostic assistance, and advanced TCM equipment, such as intelligent acupuncture robots, facilitating the standardization and intelligent advancement of acupuncture.
Acupuncture Points
;
Humans
;
Deep Learning
;
Abdomen/diagnostic imaging*
;
Neural Networks, Computer
;
Acupuncture Therapy
;
Image Processing, Computer-Assisted
2.Optimal Parameters for Virtual Mono-Energetic Imaging of Liver Solid Lesions.
Acta Academiae Medicinae Sinicae 2023;45(2):280-284
Objective To explore the optimal parameters for virtual mono-energetic imaging of liver solid lesions. Methods A retrospective analysis was performed on 60 patients undergoing contrast-enhanced spectral CT of the abdomen.The iodine concentration values of hepatic arterial phase images and the CT values of different mono-energetic images were measured.The correlation coefficient and coefficient of variation were calculated. Results The average correlation coefficients between iodine concentrations and CT values of hepatic solid lesion images at 40,45,50,55,60,65,and 70 keV were 0.996,0.995,0.993,0.989,0.978,0.970,and 0.961,respectively.The correlation coefficients at 40(P=0.007),45(P=0.022),50 keV (P=0.035)were higher than that at 55 keV,and the correlation coefficients at 40 keV(P=0.134) and 45 keV(P=0.368) had no significant differences from that at 50 keV.The coefficients of variation of the CT values at 40,45,and 50 keV were 0.146,0.154,and 0.163,respectively. Conclusion The energy of 40 keV is optimal for virtual mono-energetic imaging of liver solid lesions in the late arterial phase,which is helpful for the diagnosis of liver diseases.
Humans
;
Tomography, X-Ray Computed
;
Retrospective Studies
;
Abdomen
;
Iodine
;
Liver/diagnostic imaging*
;
Signal-To-Noise Ratio
;
Radiographic Image Interpretation, Computer-Assisted/methods*
3.Non-traumatic adult acute abdomen with high-attenuation lesions or materials in the gastrointestinal tract on unenhanced computed tomography.
Shintaro ICHIKAWA ; Hiroshi ONISHI
Singapore medical journal 2022;63(8):462-468
Computed tomography (CT) is an imaging modality that provides otherwise unobtainable information in the diagnostic workup for acute abdomen. The patient's clinical history, physical examination, and laboratory findings are essential for a correct diagnosis; however, some diagnoses are difficult to establish. Although contrast-enhanced CT is the preferred diagnostic tool and provides invaluable information, using only post-contrast images can lead to misdiagnoses. Unenhanced CT images are more useful than post-contrast images for detecting high-attenuation lesions or materials because surrounding tissues also show high attenuation on post-contrast images. Unenhanced CT often provides key imaging findings for a correct diagnosis; hence, the purpose of this article is to describe CT findings in acute abdomen with high-attenuation lesions in the gastrointestinal tract.
Adult
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Humans
;
Abdomen, Acute/diagnostic imaging*
;
Contrast Media
;
Tomography, X-Ray Computed/methods*
;
Gastrointestinal Tract/diagnostic imaging*
;
Retrospective Studies
4.Clinical practice guideline for body composition assessment based on upper abdominal magnetic resonance images annotated using artificial intelligence.
Han LV ; Mengyi LI ; Zhenchang WANG ; Dawei YANG ; Hui XU ; Juan LI ; Yang LIU ; Di CAO ; Yawen LIU ; Xinru WU ; He JIN ; Peng ZHANG ; Liqin ZHAO ; Rixing BAI ; Yunlong YUE ; Bin LI ; Nengwei ZHANG ; Mingzhu ZOU ; Jinghai SONG ; Weibin YU ; Pin ZHANG ; Weijun TANG ; Qiyuan YAO ; Liheng LIU ; Hui YANG ; Zhenghan YANG ; Zhongtao ZHANG
Chinese Medical Journal 2022;135(6):631-633
5.Progress in Clinical Research of Amide Proton Transfer Imaging.
Xuan JIA ; Can LAI ; Xiaohui MA
Chinese Journal of Medical Instrumentation 2020;44(2):185-188
As a new type of magnetic resonance imaging method, amide proton transfer (APT) imaging can detect the chemical exchange characteristics of free proprotein, peptide amide proton and water proton by water signal changes, reflecting the changes of protein and pH in tissues. In recent years, clinical research on brain tumors, multiple sclerosis, hepatic encephalopathy and cervical cancer have been carried out. It is a radiation-free and non-invasive new magnetic resonance molecular imaging technology. This study briefly reviews the principle of APT technology and its clinical application, and prospects its application prospects in children's abdominal tumors.
Abdomen/pathology*
;
Amides
;
Child
;
Humans
;
Magnetic Resonance Imaging
;
Neoplasms/diagnostic imaging*
;
Protons
6.Clinical Features of Von-Hippel-Lindau Syndrome and Its Ultrasonographic Diagnosis of Abdominal Mass.
Rui Na ZHAO ; Bo ZHANG ; Yu Xin JIANG
Acta Academiae Medicinae Sinicae 2019;41(5):658-662
Objective To analyze the clinical features of Von-Hippel-Lindau(VHL)syndrome and explore the diagnostic value of abdominal ultrasound for this disease.Methods The clinical features including age at first diagnosis,symptoms,signs,affected organs,number of operations,and diagnostic examinations of 35 patients with VHL syndrome admitted to our center from January 1994 to December 2017 were retrospectively analyzed.The diagnostic value of abdominal ultrasound for VHL syndrome was analyzed.Results Pheochromocytoma(=14)and nervous system hemangioblastoma(=13)were the common firstly-identified tumors.Nervous system hemangioblastoma(=21),pheochromocytoma(=19),renal carcinoma(=17),and pancreatic mass(=15)were common tumors.The main surgical reasons were nervous system hemangioblastoma(=22),pheochromocytoma(=23)and renal carcinoma(=13).Abdominal organ involvements were found in 33 patients,which were first detected by abdominal ultrasound in 20 patients and were found accidently during routine health checkups in 6 patients.The ultrasound results were accurate in 27 of 33 adrenal gland scans,13 of 16 pancreas scans,and 8 of 19 kidney scans.Conclusions When multiple tumors are detected in the kidney,adrenal gland,and pancreas by ultrasound,the possibility of VHL syndrome should be considered.When the clinical findings suggest the possibility of VHL syndrome,ultrasound can discover and diagnose the abdominal tumors and can also be used for the long-term follow-up of the tumors.Therefore,ultrasound is an important method in the screening and follow-up of patients with VHL syndrome.
Abdomen
;
diagnostic imaging
;
Adrenal Gland Neoplasms
;
diagnostic imaging
;
Hemangioblastoma
;
diagnostic imaging
;
Humans
;
Pheochromocytoma
;
diagnostic imaging
;
Retrospective Studies
;
Ultrasonography
;
von Hippel-Lindau Disease
;
complications
;
diagnostic imaging
7.Imaging characteristics of gastrointestinal neoplastic acute abdomen.
Chinese Journal of Gastrointestinal Surgery 2018;21(11):1223-1229
Both malignant tumors derived from gastrointestinal tract and metastasis from peritoneal spread, hematogenous dissemination and lymph node can lead to acute abdomen. Such acute abdomen patients have poor prognosis, high mortality, and complex clinical manifestations. It is difficult to make a correct diagnosis in clinical practice. Recent studies show that gastrointestinal tumors are associated with clinical emergency. Malignant gastrointestinal tumors mostly result in obstruction, so upper gastrointestinal contrast for gastric cancer and post-enhanced CT for colon cancer are recommended; gastrointestinal stromal tumors usually cause bleeding, so computed tomography angiography (CTA) is the first choice for examination; primary gastrointestinal lymphoma tends to cause perforation and usually occurs in small intestine, so CT is the first examination for patients with ischemic acute abdomen, and post-enhanced CT is essential to exclude small intestine carcinoid because of its rising incidence in recent years. The possibility of gastrointestinal metastasis should be kept in mind for patients with cancer presenting acute abdomen. This article focuses on the imaging features of common gastrointestinal tumors and their acute obstruction, perforation, and hemorrhage, and aims to improve the understanding of such symptoms in clinical practice so that correct diagnosis and treatment can be made in time.
Abdomen, Acute
;
diagnostic imaging
;
Carcinoid Tumor
;
diagnostic imaging
;
Gastrointestinal Stromal Tumors
;
diagnostic imaging
;
Humans
;
Intestinal Neoplasms
;
diagnostic imaging
;
Intestines
;
diagnostic imaging
8.Intra-abdominal necrotic lipoma diagnosed by computed tomography as a paraprostatic cyst.
Hye Jin KIM ; Su Yeon KIM ; Seong Soo KIM ; Soo Kyung YUN ; Jeo Soon LEE ; Sung Kyun HONG ; Wan Hee KIM ; Yong Baek KIM ; Junghee YOON ; Mincheol CHOI
Journal of Veterinary Science 2017;18(4):559-561
A dog with a history of diarrhea and dyschezia exhibited an oval-shaped, soft-tissue opacity mass in the abdomen on radiographs. CT examination revealed a large fluid-filled structure displacing the urinary bladder, prostate, and colon. The mass had continuity with the prostate; therefore, it was tentatively diagnosed as a paraprostatic cyst. Cytologic examination was performed and the mass was considered a non-inflammatory cyst. However, after surgery, histopathologic examination revealed a necrotic, inflamed cystic lipoma. This case shows that unusual intra-abdominal lipomas may have a cystic appearance.
Abdomen
;
Animals
;
Colon
;
Constipation
;
Diagnostic Imaging
;
Diarrhea
;
Dogs
;
Lipoma*
;
Prostate
;
Urinary Bladder
9.Regression of esophageal varices and splenomegaly in two patients with hepatitis-C-related liver cirrhosis after interferon and ribavirin combination therapy.
Soon Jae LEE ; Yoo Kyung CHO ; Soo Young NA ; Eun Kwang CHOI ; Sun Jin BOO ; Seung Uk JEONG ; Hyung Joo SONG ; Heung Up KIM ; Bong Soo KIM ; Byung Cheol SONG
Clinical and Molecular Hepatology 2016;22(3):390-395
Some recent studies have found regression of liver cirrhosis after antiviral therapy in patients with hepatitis C virus (HCV)-related liver cirrhosis, but there have been no reports of complete regression of esophageal varices after interferon/peg-interferon and ribavirin combination therapy. We describe two cases of complete regression of esophageal varices and splenomegaly after interferon-alpha and ribavirin combination therapy in patients with HCV-related liver cirrhosis. Esophageal varices and splenomegaly regressed after 3 and 8 years of sustained virologic responses in cases 1 and 2, respectively. To our knowledge, this is the first study demonstrating that complications of liver cirrhosis, such as esophageal varices and splenomegaly, can regress after antiviral therapy in patients with HCV-related liver cirrhosis.
Abdomen/diagnostic imaging
;
Antiviral Agents/*therapeutic use
;
Drug Therapy, Combination
;
Endoscopy, Digestive System
;
Esophageal and Gastric Varices/complications/prevention & control
;
Female
;
Hepatitis C/complications/*drug therapy
;
Humans
;
Interferon-alpha/*therapeutic use
;
Liver Cirrhosis/*etiology
;
Male
;
Middle Aged
;
Polyethylene Glycols/*therapeutic use
;
Recombinant Proteins/therapeutic use
;
Ribavirin/*therapeutic use
;
Splenomegaly/complications/prevention & control
;
Tomography, X-Ray Computed
;
Ultrasonography
10.Prevention and management of intestinal obstruction after gastrointestinal surgery.
Chinese Journal of Gastrointestinal Surgery 2016;19(4):376-378
Intestinal obstruction is the most common complication after gastrointestinal surgery, and will endanger the patients if not managed properly. The key to the management of intestinal obstruction includes not only the selection of treatment, but also adequate judgment of the cause, location, extent and the probability of reoperation by detailed inquiry of the history, thorough physical examination, and imaging studies, which will guide the treatment. Non-operative therapy is the mainstay of treatment for incomplete obstruction, whilebowel decompression the gut by small intestinal decompression tube, preoperative procedures including restoration of systemic homeostasis should be performed. Efforts should be made to avoid emergency laparotomy without any preparations. Procedures to avoid intestinal obstruction include all the efforts to protect the gut and the intra-abdominal viscera during laparotomy, and to clear all the foreign body and tissues by thorough lavage of the abdominal cavity with saline before closing the abdomen.
Abdomen
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surgery
;
Decompression
;
Decompression, Surgical
;
Diagnostic Imaging
;
Digestive System Surgical Procedures
;
adverse effects
;
Humans
;
Intestinal Obstruction
;
prevention & control
;
therapy
;
Intestine, Small
;
surgery
;
Laparotomy
;
Postoperative Complications
;
prevention & control
;
Preoperative Care
;
Reoperation

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