Current Medical Imaging - Volume 20, Issue 1, 2024
Volume 20, Issue 1, 2024
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Reliability of Conventional Hip MRI in Detecting Labral Tear and Labrocartilagenous Lesions in cases of Femoroacetabular Impingement, A Comparative Study with Hip Arthroscopy
Authors: Heba Ibrahim, Muhammad Ali Raffat and Thomas NauBackgroundImaging studies play a crucial role in diagnosing femoroacetabular impingement (FAI), including plain radiography and Magnetic Resonance Imaging (MRI). FAI is a combined pathology of bony abnormality, labral and labrocartilagenous erosions. Surgical treatment for such cases has become more established and preoperative imaging is the roadmap that includes the assessment of labrum and articular cartilage.
MethodsDuring a period of 2 years, thirty-seven patients with a clinical diagnosis of FAI were retrospectively enrolled in this study, including 17 men and 20 women, aged 27–62 years. There were 22 right hips and 15 left hips. MRI was done for all patients to identify bony details, labral and chondral abnormalities and to exclude coexisting disorders. The imaging findings were compared with the arthroscopic data.
Results15 patients had Pincer FAI, 11 patients had CAM, and 11 patients had combined Cam/Pincer FAI. Labral tear was detected in 100% of patients, 97% had an anterosuperior labral tear. 82% of patients had partial thickness cartilage lesions and 8% had full thickness cartilage lesions. MRI had a sensitivity of 100% compared to hip arthroscopy in detecting labral tear, 60% in detecting cartilage erosion.
ConclusionConventional hip MRI detects bony changes in FAI, type of impingement and associated labral tear and cartilage erosions in comparison to the hip arthroscopy.
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Investigating Risk Factors and Magnetic Resonance Imaging (MRI)-based Grading of Subchondral Incomplete Fracture (SIF) of Medial Femoral Condyle
Authors: Xiaoman Dong, Xiaoguang Zhang, Xiaokun Yu, Xianghong Meng, Kaihui Zhang, Xiao Chen, Lin Guo and Zhi WangBackgroundSubchondral insufficiency fractures (SIF) of the knee joint are prevalent in osteoporosis patients over the age of 55. Early diagnosis of SIF fracture of the medial femoral condyle is crucial for delaying disease progression, early therapy, and potential disease reversal. Magnetic resonance imaging (MRI) is useful in detecting SIF, which is often undetectable on initial radiographs.
This study aimed at developing a grading system for subchondral insufficiency fractures (SIF) based on MRI to predict outcomes and evaluate risk factors.
MethodsIn this study, MRI was used to examine SIF risk variables in the medial condyle of the femur to help clinicians diagnose, treat, and delay the condition. A total of 386 patients with SIF from 2019 to 2021 were retrospectively analyzed and divided into 106 patients in the disease group and 280 patients in the control group according to whether they had SIF. The lesion site, meniscus, ligament, and other parameters were evaluated and compared. At the same time, a grading system was introduced to stratify and statistically analyze the size of the lesion area, the degree of bone marrow edema (BME), meniscus tears, and other parameters in the patients.
ResultsMost SIF were low-grade (LG) fractures, and the predictors of LG and high-grade (HG) fractures included heel tear (P =0.031), degree of medial malleolus degeneration (P < 0.001), advanced age (P < 0.001), and lesion size (P < 0.001). The prognostic factors that showed significant differences between the two groups included age (P =0.027), gender (P =0.005), side (P =0.005), medial tibial plateau injury (P < 0.0001), femoral medullary bone marrow edema (P < 0.0001), medial tibial plateau bone marrow edema (P < 0.0001), meniscus body partial injury (P =0.016), heel tear (P =0.001), anterior cruciate ligament injury (P =0.002), and medial collateral ligament injury (P < 0.0001).
ConclusionThis current study proposed an MRI-based grading system for inferior condylar fractures of the femur, in which HG inferior condylar fractures are associated with severe medial malleolus degeneration, advanced age, lesion size (correlation), and meniscus heel tears.
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Patient Radiation Doses assessment at Diagnostic X-rays Department of King Khalid hospital (KKH)-Majmaah
Authors: Mohammed Khalil Saeed, Yousif Abdallah, Abdelmonen Suilman, Mohamed Omer and Ali Sid AhmedBackgroundThe study was conducted on patients who received diagnostic X-rays in King Khalid Hospital (KKH), Majmaah.
IntroductionThe study included the seven most frequently performed investigations, which were carried out on over 1504 patients using digital radiography equipment.
MethodsThe X-ray tube's output and exposure parameters were used to calculate the effective dose (ED) and patient entry surface air kerma (ESAK). Additionally, based on these results, conversion coefficients were determined. This study also examined the 75th percentile distributions of ESAK and KAP. The findings of this research were compared with the findings of other researchers throughout the country and the world. The study presents the uncertainty U values, as well as the mean ESAK, KAP, and ED values.
ResultsThe results of the ESAK, KAP, and ED values were 0.12-5.74 mGy, 0.9-1.84 Gy cm2, and 0.01-0.23 mSv, respectively. As a result, the dosages were much lower than those previously published for the European DRL, national standards, and other studies.
ConclusionThe study concludes that during dose surveys, the importance of detecting and comprehending radiation doses, as well as the proper technique for taking the finest photos possible, can be emphasized to patients in order to assist them in avoiding radioactive particles and radiation exposure.
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Review for Optimal Human-gesture Design Methodology and Motion Representation of Medical Images using Segmentation from Depth Data and Gesture Recognition
Authors: Anju Gupta, Sanjeev Kumar and Sanjeev KumarHuman gesture recognition and motion representation have become a vital base of current intelligent human-machine interfaces because of ubiquitous and more comfortable interaction. Human-gesture recognition chiefly deals with recognizing meaningful, expressive body movements involving physical motions of the face, head, arms, fingers, hands, or body. This review article presents a concise overview of optimal human gesture and motion representation of medical images. It surveys various works undertaken on human gesture design and discusses various design methodologies used for image segmentation and gesture recognition. It further provides a general idea of modeling techniques for analyzing hand gesture images and even discusses the diverse techniques involved in motion recognition. This survey provides insight into various efforts and developments made in the gesture/motion recognition domain by analyzing and reviewing the procedures and approaches employed for identifying diverse human motions and gestures for supporting better and devising improved applications in the near future.
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Early Markers of Sepsis Cardiomyopathy in Murine Models by Echocardiography
Authors: Sanjeev Nirala and Xue Rui TanBackgroundStrain echocardiography (SE) is a procedure for analyzing myocardial dysfunction that is known to be less dependent on preload and afterload of heart function. Unlike dimension-based parameters, like ejection fraction (EF) and fractional shortening (FS), SE measures cardiac function by tracking cardiac tissue deformation and anomalies throughout the cardiac cycle. Although SE is proven to locate myocardial ailments in various heart diseases, few studies exist regarding using SE relevant to sepsis pathophysiology.
ObjectiveThe study aimed to calculate the myocardial strain and strain rates, like longitudianl strain (LS), global radial strain (GRS), and global longitudinal strain (GLS), and to show these to be reduced earlier in cecal ligation and puncture (CLP) and lipopolysaccharide (LPS)-induced sepsis in coordination with an elevation of pro-inflammatory cytokines.
MethodologyWild-type mice C57BL/6J (WT) were taken in this study and classified as CLP, LPS, and control groups. CLP surgery and LPS injection were given to induce sepsis. Endotoxemic septic shock was induced by intraperitoneal (IP) injection of LPS Escherichia coli.
Echocardiography short axis views (SAX), longitudinal strain (LS), global circumferential strain (GCS), and global radial strain (GRS) were measured from the anterior and posterior positions of the septal and lateral walls of the heart. Real-time polymerase chain reaction (RT-PCR) was performed to evaluate post-CLP and LPS to analyze cardiac pro-inflammatory cytokines expressions. Inter- and intra-observer variables were tested by Bland-Altman analyses (BA). All data analysis was performed by GraphPad Prism 6 software. p<0.05 was taken as statistically significant.
ResultsAfter 48 hours following CLP and LPS-induced sepsis, a significant declination in both longitudinal strain and strain rate (LS and LSR) was identified in the CLP and LPS groups compared to the control group. Strain depression in sepsis was linked with the up-regulation of pro-inflammatory cytokines in RT-PCR analysis.
ConclusionIn the present study, we found myocardial strain and strain rate parameters, like LS, GRS, and GLS, to be reduced after CLP and LPS-induced sepsis in coordination with the elevation of pro-inflammatory cytokines.
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Combinations of Digital Breast Tomosynthesis and Full-field Digital Mammography for Different Density Types of Breasts
Authors: Qiong Chen, Xin Pan, Junfeng Xu, Weifeng Ying, Yuyu Hou, Ming Lu, Dongqin An and Weijun PengBackgroundThe combination of FFDM and DBT can significantly improve the diagnostic efficiency of breast cancer, but with the increase of breast radiation absorbed dose.
ObjectivesTo compare and analyze the radiation dose and diagnostic performance of different mammography positions combinations of digital breast tomosynthesis (DBT) and full-field digital mammography (FFDM) for different density types of breasts.
MethodsThis retrospective study involved 1,195 patients who underwent simultaneous breast DBT and FFDM. The mammography combinations were Group A, FFDM(CC+MLO); Group B, FDM(CC)+DBT(MLO); Group C, FFDM(MLO)+DBT(CC); Group D, DBT(CC+MLO); and Group E, FFDM(CC+MLO)+DBT(CC+MLO). An intergroup comparative analysis of radiation dose and diagnostic performance of different combinations of mammography positions for different breast density types was performed using the pathologic and 24-month follow-up results as the diagnostic basis.
ResultsOverall, 2,403 mammograms indicated 477 cases of non-dense breast tissues and 1,926 cases of dense breast tissues. Differences in the mean radiation dose for each non-dense and dense breast group were statistically significant. The areas under the diagnostic receiver operating characteristic (ROC) curves for the non-dense breast group were not statistically significant. In the dense breast group, the z-values were 1.623 (p = 0.105) and 1.724 (p = 0.085) for the area under the ROC curve in Group C compared with Groups D and E, respectively, and 0.724 (p = 0.469) when comparing Group D with Group E. The differences between the remaining groups were statistically significant.
ConclusionGroup A had the lowest radiation dose and no significant difference in diagnostic performance compared with the other non-dense breast groups. Group C had high diagnostic performance in the dense breast group considering the low radiation dose.
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Emergent Endovascular Treatment of Iatrogenous Pseudoaneurysms of the Neck Following Jugular Catheterization
Authors: Sinan Deniz and Gizem AbaciIntroductionInadvertent puncture of the adjacent structures during a central venous catheterization is a well-known complication which may be managed conservatively when the injury is self-limiting, but requires a further treatment when there’s a proof of an active bleeding and/or a growing hematoma.
Case RepresentationWe report a case of a 57-year-old bone-marrow-transplant patient with neck hematoma and bleeding followed by a non-sonographic-guided central venous line placement. CT showed a right sided hematoma in the neck region with a midline shift of the airway. The patient was under prophylactic LMWH. Emergent angiography demonstrated three different bleeding sites which were successfully embolized with coil and liquid embolic agents by endovascular means.
ConclusionInterventional radiology offers a quick and safe approach in the management of potentially life-threatening bleeding complications.
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A Fistulized Giant Duodenal Stromal Tumor in a Young Patient: A Case Report With Literature Review for Tomographic Diagnosis
More LessBackground: Duodenal gastrointestinal stromal tumors (GISTs) are rare tumors of the gastrointestinal tract. It should be considered in the differential diagnosis of periampullary region pathologies.
Case Report: A 24-year-old male patient applied to the general surgery department with the complaint of long-standing abdominal pain, nausea and vomiting after meals, and 8-10 kg weight loss in 1 month. Three-phase dynamic abdominopelvic CT showed that the 1st and the 2nd segments of the duodenum were dilated. At this level, a peripherally intensely contrasted heterogeneous mass lesion, 91x70x46 mm in size, was observed. There was oral contrast and air values in the center of the mass. A fistulized mass connected with the duodenal wall was considered in the differential diagnosis. In the surgical exploration, a soft, vascularized mass fistulized to the 2nd segment of the duodenum was observed. Pathological diagnosis was reported as GIST.
Conclusion: GISTs arise from the precursors of Cajal Interstitial cells of the gastrointestinal tract. Contrast-enhanced CT is the preferred diagnostic method for staging, risk stratification, and follow-up. We presented a young case with a giant duodenal GIST and discussed differential diagnosis and some diagnostic properties.
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Magnetic Resonance Imaging Findings of Foetal Congenital Toxoplasma Encephalitis: A Case Report
Authors: Min-Jie Lin, Jian Lin and Ke ZhengBackgroundToxoplasma gondii (T. gondii) infection is not uncommon in daily life, primary infection with T. gondii acquired during gestation may lead to a series of fetal complications. Prenatal ultrasound and postpartum neonatal T. gondii encephalitis have been reported previously, but fetal MRI findings of T. gondii encephalitis are quite rare. It is important to identify the severity of cerebral damage and assess fetal prognosis.
ObjectiveThe purpose of this report is to emphasize that MRI can provide more excellent anatomic information on abnormalities in cerebral parenchyma than ultrasound, which is helpful for the diagnosis of prenatal infectious encephalitis.
Case PresentationA 38-year-old woman presented to our hospital at a gestation age of 29 weeks due to an ultrasound that showed fetal ventriculomegaly. The fetus demonstrated ventriculomegaly, intrauterine growth restriction, and multiple cystic lesions close to the corticomedullary junction of the frontal, temporal and parietal lobes on both sides. The woman chose to terminate the pregnancy, and pathological examination confirmed the diagnosis of congenital toxoplasma encephalitis.
ConclusionThis is a rare report of MRI manifestations of fetal congenital toxoplasma encephalitis. Detailed knowledge of MRI findings in fetal congenital toxoplasma encephalitis is helpful for prenatal consultation and pregnancy management.
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Evaluation of the Frequency of Tentorial Hypoplasia and Accompanying Gyral Herniation using MRI
Authors: Aynur Turan, Hatice Kaplanoğlu, Tuba Akdağ, Ferhat Yıldırım, Selda Güven and Baki HekimoğluPurposeThe cerebellar tentorium, the second-largest dural reflection in the brain, separates supratentorial and infratentorial structures. This study aimed to determine the frequency of tentorial hypoplasia (TH) and gyral herniation and their relationship with clinical findings.
MethodsThe standard brain MRIs were examined retrospectively. The presence of TH and laterality were investigated. If hypoplasia was accompanied by a gyrus extending inferior to the line where the tentorium should be located, this was recorded as tentorial hypoplasia-herniated gyrus (TH-HG), while the cases with hypoplasia alone were noted as isolated TH. It was also determined which gyrus or gyri were herniated. The clinical findings of the patients were obtained, and the correlation between HG was explored.
ResultsStandard brain MRIs of the 2051 patients were evaluated. Two hundred ten patients were excluded from the study due to different intracranial disorders, and 1841 patients, 739 (40.1%) males, and 1102 (59.9%) females, were included. Isolated TH or TH-HG was present in 56 patients, resulting in a prevalence of 3.04%. Of the patients with TH or TH-HG, 15 were men, and 41 were women. TH and TH-HG were significantly more common in women (p=0.038). TH-HG was unilateral in 22 (39.2%) patients and bilateral in 21 (37.5%). Left TH was found in 11 (19.6%) patients, left TH-HG in 29 (51.7%), right TH in eight (14.2%), and left TH-HG in 35 (62.5%).
ConclusionHypoplasia of the tentorium is a rare and unknown anomaly that can be easily diagnosed using MRI, and different gyral herniations may accompany TH.
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The Treatment of Congenital Recto-vestibular Fistula and Recto-perineal Fistula, and the Effects of the Megarectum on Defecation
Authors: Jian Li, Jinyu Dai, Xiaoxia Wu and Xiaobing SunObjectiveThis study aims to discuss the treatment of congenital recto-vestibular fistula and recto-perineal fistula, and the effect of the megarectum on defecation.
BackgroundCongenital recto-vestibular fistula or recto-perineal fistula is the most common type of anorectal malformation, and surgical methods include posterior sagittal anorectoplasty, anterior sagittal anorectoplasty, and mid-sagittal anorectoplasty, which can be performed at stage one or stage two after the ostomy. In the later stages of a recto-vestibular fistula, constipation is a common complication. Rectal dilatation is frequently associated with constipation, and the effect of rectal dilatation on defecation should be discussed for patients with congenital recto-vestibular or recto-perineal fistula who had rectal dilatation prior to surgery. Rectal dilatation may be one of the causes of constipation for congenital recto-vestibular fistula and recto-perineal fistula.
MethodsThe patients in this study were 67 children with congenital recto-vestibular fistula or recto-perineal fistula treated in our hospital from March 2013 to February 2017. All patients underwent an MRI of the spine and a barium enema. Six patients with myelodysplasia and sacral agenesis were excluded from this study. There were 18 patients with rectal dilatation (ages: 4-month-old to 1 year old, male: 3, female: 15). Seven of them had anterior sagittal anorectoplasty (group A), and 11 had anorectoplasty with dilated rectum resection (group B). Forty-three patients (ages: 3- to 10 months old, male: 6; female: 37) without a dilated rectum underwent anterior sagittal anorectoplasty (group C).
ResultsAll patients were followed up for 1 year to 5 years. Among the 50 patients who had undergone an anoplasty, 5 out of 7 patients with rectal dilatation developed post-operative constipation, and 3 of them had normal defecation after the second resection of the dilated rectum. Only two out of 43 patients without rectal dilatation developed post-operative constipation. One out of 11 patients with rectal dilatation who underwent anoplasty and resection of the dilated rectum developed post-operative constipation.
ConclusionPatients with congenital recto-vestibular fistula or recto-perineal fistula complicated by rectal dilatation are more susceptible to post-operative constipation. Resection of the dilated rectum at the same time can reduce the incidence rate of constipation. A barium enema should be performed pre-operatively for patients with congenital recto-vestibular fistula or recto-perineal fistula. If the dilated rectum is found, it can be resected at the same time.
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Coronary Cameral Fistula Disclosed by Echocardiography: A Case Report of Typical Findings and Literature Review
Authors: Wan Khey Chan, Yi Yao Chang and Ai Hsien LiBackgroundCoronary cameral fistula is a rare cardiovascular anomaly, and usually needs advanced image modalities, such as computerized tomography and/or angiography, to confirm its existence. A few reports in the literature have addressed the role of medical ultrasound in the diagnosis of this disease, without a comprehensive summary of all the valuable echocardiographic features in its diagnosis.
Case PresentationHereby, we presented an 80-year-old lady with exertional dyspnea and angina. We diagnosed coronary cameral fistula from the left anterior descending artery into the left ventricle by echocardiography with “intramyocardial vascular channel and the diastolic flow”, and “multiple diastolic flow jets into heart chamber from heart wall”. We confirmed the diagnosis with coronary angiography later. In the discussion, we make a comprehensive summary to conclude all the echocardiographic findings of this disease into 3 categories.
ConclusionWe believe the identification of those findings will prompt the early diagnosis of this rare anomaly.
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Atypical Radiological Findings of Capillary Hemangioma in Right Atrium: A Case Report
Authors: An Na Seo, Byunggeon Park, Jae-Kwang Lim, Jungsup Byun, Ji Eun Park, Jung Guen Cha, Jihoon Hong, Seo Young Park and Jongmin ParkBackgroundCardiac hemangiomas account for only 2.8% of primary cardiac tumors and are caused by the abnormal proliferation of endothelial cells and excess blood vessels. Typical radiological findings of cardiac hemangioma demonstrate intense contrast enhancement.
Case PresentationHere we report the case of a 69-year-old man who presented with a right atrial mass found incidentally with multimodal imaging findings, including echocardiography, computed tomography (CT), and magnetic resonance imaging (MRI). This case presented with poor enhancement within right atrial mass on dynamic contrast-enhanced CT scan and gadolinium-enhanced first-pass perfusion image of cardiac MRI. After surgical resection, the pathologic diagnosis of cardiac capillary hemangioma was made.
ConclusionCardiac hemangioma could be included in the differential diagnosis for cardiac neoplasms demonstrating poor enhancements on CT and MRI scans.
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Application of Computed Tomography Perfusion Imaging-guided Mechanical Thrombectomy in Ischemic Stroke Patients with Large Vessel Occlusion beyond the Therapeutic Time Window
Authors: Shifeng Xiang, Ya Su, Shuyuan Li, Sujun Yang and Yiping WuIntroductionTo explore the feasibility of applying computed tomography perfusion (CTP) imaging-guided mechanical thrombectomy in acute ischemic stroke patients with large vessel occlusion beyond the therapeutic time window.
MethodsThe clinical data of acute cerebral infarction patients with large vessel occlusion who were beyond the therapeutic time window and admitted to Handan Central Hospital from January 2021 to March 2022 were retrospectively analyzed. All patients were assessed by the National Institutes of Health Stroke Scale (NIHSS) and were examined by one-stop CTP imaging. The preoperative onset time of the disease was more than 6 h. Fourteen patients underwent magnetic resonance imaging examination at the same time. Fifty-four patients were retrospectively divided into two groups based on the treatment methods: the mechanical thrombectomy group had 21 patients and the conservative treatment group had 33 patients. NIHSS scoring and computed tomography scan were performed before treatment, 6 h, 24 h, 7 days, and 30 days after treatment.
ResultsThe NIHSS scores of the patients with acute cerebral large vessel occlusion who underwent CTP imaging-guided mechanical thrombectomy at 6 h, 24 h, 7 days, and 30 days after treatment were compared with those of the conventional treatment group. The NIHSS score of the mechanical thrombectomy group was significantly better, and the difference was statistically significant (P < 0.05). In terms of the prognosis rate and expansion rate of infarct core volume, the patients of the mechanical thrombectomy group had a better prognosis, and the difference was statistically significant (P < 0.05). Artificial intelligence-assisted CTP diagnosis can facilitate the automatic evaluation of diseases and enable quick judgments that are independent of radiologists’ evaluation, but it may pose a problem in the determination of infarct core volume (either being too high or too low).
ConclusionIt is of great significance to apply CTP imaging in guiding the mechanical thrombectomy procedure in acute stroke patients with large vessel occlusion who are beyond the therapeutic time window.
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Standardization of Breast Dynamic Contrast-enhanced MRI Signal with Application to the Assessment of Background Parenchymal Enhancement Rate
Authors: Milica Medved, Keiko Tsuchiya, Xiaobing Fan, Gregory S. Karczmar and Hiroyuki AbeBackgroundThere is currently no clinically accepted method for quantifying background parenchymal enhancement (BPE), though a sensitive method might allow individualized risk management based on the response to cancer-preventative hormonal therapy.
ObjectiveThe objective of this pilot study is to demonstrate the utility of linear modeling of standardized dynamic contrast-enhanced MRI (DCEMRI) signal for quantifying changes in BPE rates.
MethodsOn a retrospective database search, 14 women with DCEMRI examinations pre- and post-treatment with tamoxifen were identified. DCEMRI signal was averaged over the parenchymal ROIs to obtain time-dependent signal curves S(t). The gradient echo signal equation was used to standardize scale S(t) to values of FA = 10° and TR = 5.5 ms, and obtain the standardized DCE-MRI signal Sp(t). Relative signal enhancement
was calculated from Sp, and the reference tissue method for T1 calculation was used to standardize
to gadodiamide as the contrast agent, obtaining
.
in the first 6 minutes post-contrast administration was fit to a linear model with the slope α
denoting the standardized rate relative BPE.
ResultsChanges in α
were not found to be significantly correlated with the average duration of tamoxifen treatment, age at the initiation of preventative treatment, or pre-treatment BIRADS breast density category. The average change in α
showed a large effect size of -1.12, significantly higher than -0.86 observed without signal standardization (p < 0.01).
ConclusionLinear modeling of BPE in standardized DCEMRI can provide quantitative measurements of BPE rates, improving sensitivity to changes due to tamoxifen treatment.
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A Survey on the Machine Learning Techniques for Automated Diagnosis from Ultrasound Images
Authors: Kumar Mohit, Rajeev Gupta and Basant KumarMedical diagnostic systems has recently been very popular and reliable because of possible automatic detections. The machine learning algorithm is evolved as a core tool of computer-aided diagnosis (CAD) for automatic early and accurate disease detections. The algorithm follows region of interest (ROI) selection followed by specific feature extractions and selection from medical images. The selected features are then fed to suitable classifiers for disease identification. The machine learning algorithm's performance depends on the features selected and the classifiers employed for the job. This paper reviews different feature extraction selection and classification techniques for CAD from ultrasound images. Ultrasonography (USG), due to its portability and its non-invasive nature, is the prime choice of doctors for prescribing as an imaging test. A survey on the USG imaging based on four major diseases is performed in this paper, whose diagnosis followed by automatic detection. Various techniques applied for feature extraction, selection, and classification by different authors to achieve improved accuracy are tabulated. For medical images, we found texture based gray-level extracted features and SVM (support vector machine) classifiers to be more significant in improving classification accuracy, even achieving 100% accuracy in many research articles. However, many research articles also suggest the importance of student’s t-test in improving classification accuracy by selecting significant features from extracted features. The proposed algorithm's accuracy also depends on the quality of medical images, which are frequently degraded by the introduction of noise and artifacts while imaging acquisition. So, challenges in denoising are added in this paper as a separate topic to highlight the role of the machine learning algorithm in removing noise and artifacts from the USG images.
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Infiltrating Metastatic Ductal Carcinoma Initially Presenting as Axillary Lymph Node Metastases Diagnosed with PET/CT and MRI: Case Report and Brief Review of Occult Breast Carcinoma
IntroductionThe concept of occult breast carcinoma (OBC) was first described in 1907 by Halsted, who described this type of breast cancer to arise from small, undetectable tumours in the breast that had already metastasized to the lymph nodes. Although the breast is the most likely site for the primary tumour, non-palpable breast cancer presenting as an axillary metastasis has been reported, but with a low frequency of less than 0.5% of all breast cancers. OBC represents a complex diagnostic and therapeutic dilemma. Considering its rarity, clinicopathological information is still limited.
Case ReportA 44-year-old patient presented to the emergency room with an extensive axillary mass as the first manifestation. Conventional evaluation of the breast with mammography and ultrasound was unremarkable. However, a breast MRI confirmed the presence of conglomerate axillary nodes. A supplementary whole-body PET-CT established the axillary conglomerate with a malignant behaviour with SUVmax of 19.3. The primary tumour was not detected in the breast tissue of the patient, confirming the diagnosis of OBC. Immunohistochemical results showed positive receptors for estrogen and progesterone.
ConclusionAlthough OBC is a rare diagnosis, its existence is a possibility in a patient with breast cancer. Mammography and breast ultrasound with unremarkable findings but with high clinical suspicion should be supplemented with additional imaging methods, such as MRI and PET-CT, emphasizing the appropriate pre-treatment evaluation.
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18F-Fluorodeoxyglucose PET/CT and MRI Imaging Characteristics of Monomorphic Epitheliotropic Intestinal T-cell Lymphoma: A Case Report
Authors: Xiaoying Zhang, Simin Liu, Ying Liu, Zhongwei Lv and Jianshe YangBackgroundMonomorphic epitheliotropic intestinal T-cell lymphoma (MEITL) is a rare, rapidly progressive, primary intestinal T-cell lymphoma. The most common site of occurrence is on the small intestine. The prognosis of MEITL is extremely poor due to delayed diagnosis and lack of targeted therapy.
Case SummaryA case of MEITL involving the entire small bowel, part of the colon, rectum, mesenteric lymph nodes, and liver is herein reported. We are presenting the 18F-FDG PET/CT features of MEITL, which showed all involved lesions with increased FDG activity. The MRI and pathological characteristics of MEITL were also described. Furthermore, some malignant diseases and benign diseases should be considered in the differential diagnosis.
ConclusionBased on the lesions with a high accumulation of FDG, our case shows the involved extent of MEITL, which is helpful for biopsy and treatment option decisions. We expect more could know about this disease and make an early diagnosis to improve the outcomes of MEITL.
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Disease Quantification of Liver Lymphoma in CT Images without Lesion Segmentation
Authors: Kexin Li, Xinwang Huang, Chunxue Sun, Qiancheng Xie and Shijie CongAimThis study aimed to automatically implement liver disease quantification (DQ) in lymphoma using CT images without lesion segmentation.
BackgroundComputed Tomography (CT) imaging manifestations of liver lymphoma include diffuse infiltration, blurred boundaries, vascular drift signs, and multiple lesions, making liver lymphoma segmentation extremely challenging.
MethodsThe method includes two steps: liver recognition and liver disease quantification. We use the transfer learning technique to recognize the diseased livers automatically and delineate the livers manually using the CAVASS software. When the liver is recognized, liver disease quantification is performed using the disease map model. We test our method in 10 patients with liver lymphoma. A random grouping cross-validation strategy is used to evaluate the quantification accuracy of the manual and automatic methods, with reference to the ground truth.
ResultsWe split the 10 subjects into two groups based on lesion size. The average accuracy for the total lesion burden (TLB) quantification is 91.76% ± 0.093 for the group with large lesions and 95.57% ± 0.032 for the group with small lesions using the manual organ (MO) method. An accuracy of 85.44% ± 0.146 for the group with larger lesions and 81.94% ± 0.206 for the small lesion group is obtained using the automatic organ (AO) method, with reference to the ground truth.
ConclusionOur DQ-MO and DQ-AO methods show good performance for varied lymphoma morphologies, from homogeneous to heterogeneous, and from single to multiple lesions in one subject. Our method can also be extended to CT images of other organs in the abdomen for disease quantification, such as Kidney, Spleen and Gallbladder.
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Feasibility Study of Combining Wall Shear Stress and Elastography to Assess the Vascular Status of Carotid Artery
Authors: Wenjing Gao, Yinghui Dong, Shaofu Hong, Di Song, Mengmeng Liu, Zhanghong Wei, Yigang Du, Shuangshuang Li, Jinfeng Xu and Fajin DongIntroductionAt present, early detection of the potential risk of atherosclerosis and prevention is of great significance to reduce the occurrence of stroke.
AimThis study aims to explore the value of combining the wall shear stress measured by ultrasound vector flow imaging technique and sound touch elastography of common carotid artery in normal adults using the Mindray Resona 7 ultrasound system.
MethodsForty volunteers (mean age 39.5 y, 23 females, 17 males) were divided into four groups according to their age. All volunteers underwent ultrasound carotid artery examination, and the values of wall shear stress and elasticity on the posterior wall of the common carotid artery were measured using advanced imaging functions, vector flow imaging technique, and sound touch elastography.
ResultsDifferent cut-off values of wall shear stress were used to investigate the significance between two groups with corresponding sound touch elastography values. It can be seen that the statistical difference could be found when the mean wall shear stress was larger than 1.5 Pa approximately (statistical significance was defined when P < 0.05), and the sound touch elastography value was positively correlated with the wall shear stress value.
ConclusionThis study reveals that the combination of wall shear stress and sound touch elastography is an effective and feasible method for assessing carotid artery health. When the mean wall shear stress value is over 1.5 Pa, the corresponding sound touch elastography value increases significantly. The risk of atherosclerosis increases with the stiffness of blood vessel walls.
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