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Browsing by Author "Jankovic, Aleksandra (57205752179)"

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    Aggressive fibromatosis of the right colon mimicking a gastrointestinal stromal tumour: a case report
    (2021)
    Mitrovic Jovanovic, Milica (56257450700)
    ;
    Djuric-Stefanovic, Aleksandra (16021199600)
    ;
    Velickovic, Dejan (14072144000)
    ;
    Keramatollah, Ebrahimi (14071596700)
    ;
    Micev, Marijan (57222551577)
    ;
    Jankovic, Aleksandra (57205752179)
    ;
    Milosevic, Stefan (57214068151)
    ;
    D Kovac, Jelena (57222559195)
    Aggressive fibromatosis is a rare type of intra-abdominal desmoid tumour that usually involves the small bowel mesentery. It is a locally-invasive lesion, with a high rate of recurrence, but without metastatic potential. Aggressive fibromatosis is seen more often in young female patients. This case report presents the radiological, intraoperative and histopathological findings from a 37-year-old female patient that presented with epigastric pain and a palpable mass in the right hemiabdomen. Histological and immunohistochemical examinations of the resected tumour, including positive staining for beta-catenin, confirmed a postoperative diagnosis of desmoid type fibromatosis. This specific case showed that desmoid type fibromatosis of the colon can mimic gastrointestinal stromal tumours (GIST) based on its clinical presentation, computed tomography and magnetic resonance imaging findings. Differential diagnosis between desmoid type fibromatosis and GIST is clinically very important due to the different treatments and follow-up protocols that are implemented for these lesions. © The Author(s) 2021.
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    Aggressive fibromatosis of the right colon mimicking a gastrointestinal stromal tumour: a case report
    (2021)
    Mitrovic Jovanovic, Milica (56257450700)
    ;
    Djuric-Stefanovic, Aleksandra (16021199600)
    ;
    Velickovic, Dejan (14072144000)
    ;
    Keramatollah, Ebrahimi (14071596700)
    ;
    Micev, Marijan (57222551577)
    ;
    Jankovic, Aleksandra (57205752179)
    ;
    Milosevic, Stefan (57214068151)
    ;
    D Kovac, Jelena (57222559195)
    Aggressive fibromatosis is a rare type of intra-abdominal desmoid tumour that usually involves the small bowel mesentery. It is a locally-invasive lesion, with a high rate of recurrence, but without metastatic potential. Aggressive fibromatosis is seen more often in young female patients. This case report presents the radiological, intraoperative and histopathological findings from a 37-year-old female patient that presented with epigastric pain and a palpable mass in the right hemiabdomen. Histological and immunohistochemical examinations of the resected tumour, including positive staining for beta-catenin, confirmed a postoperative diagnosis of desmoid type fibromatosis. This specific case showed that desmoid type fibromatosis of the colon can mimic gastrointestinal stromal tumours (GIST) based on its clinical presentation, computed tomography and magnetic resonance imaging findings. Differential diagnosis between desmoid type fibromatosis and GIST is clinically very important due to the different treatments and follow-up protocols that are implemented for these lesions. © The Author(s) 2021.
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    Analyzing the post-contrast attenuation of the esophageal wall on routine contrast-enhanced MDCT examination can improve the diagnostic accuracy in response evaluation of the squamous cell esophageal carcinoma to neoadjuvant chemoradiotherapy in comparison with the esophageal wall thickness
    (2019)
    Djuric-Stefanovic, Aleksandra (16021199600)
    ;
    Jankovic, Aleksandra (57205752179)
    ;
    Saponjski, Dusan (57193090494)
    ;
    Micev, Marjan (7003864533)
    ;
    Stojanovic-Rundic, Suzana (23037160700)
    ;
    Cosic-Micev, Milena (6506607823)
    ;
    Pesko, Predrag (7004246956)
    Purpose: To evaluate the accuracy of the multidetector computed tomography (MDCT) in the response evaluation of the esophageal squamous cell carcinoma (ESCC) to neoadjuvant chemoradiotherapy (nCRT) by analyzing the thickness and post-contrast attenuation of the esophageal wall after the nCRT. Methods: Contrast-enhanced (CE)-MDCT examinations in portal venous phase of one hundred patients with locally advanced ESCC who received nCRT and underwent esophageal resection and histopathology assessment of tumor regression grade (TRG) were retrospectively analyzed by measuring the maximal thickness and mean density of the esophageal wall in the segment involved by tumor and visually searching for hyperdense foci within it. Diagnostic performance was evaluated using the ROC analysis. Results: Average attenuation of the esophageal wall had stronger diagnostic performance for predicting pathologic complete regression (pCR) (AUC = 0.994; p < 0.001) in relation to maximal esophageal wall thickness (AUC = 0.731; p < 0.001). Maximal esophageal wall thickness ≤ 9 mm and average attenuation of the esophageal wall ≤ 64 HU predicted pCR with the sensitivity, specificity, and overall accuracy of 62.5%, 77.9%, and 73%, and 96.9%, 98.5%, and 98%, respectively. Combination of both cutoff values enabled correct assessment of pCR with the 100% accuracy. Visual detection of the hyperdense focus within the esophageal wall predicted pCR with the sensitivity, specificity, and overall accuracy values of 100%, 94.1%, and 96%, respectively. Conclusion: Visual analysis and measurement of post-contrast attenuation of the esophageal wall after the nCRT can improve diagnostic accuracy of MDCT in the response evaluation of the ESCC to nCRT in comparison with measuring the esophageal wall thickness. © 2019, Springer Science+Business Media, LLC, part of Springer Nature.
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    Analyzing the post-contrast attenuation of the esophageal wall on routine contrast-enhanced MDCT examination can improve the diagnostic accuracy in response evaluation of the squamous cell esophageal carcinoma to neoadjuvant chemoradiotherapy in comparison with the esophageal wall thickness
    (2019)
    Djuric-Stefanovic, Aleksandra (16021199600)
    ;
    Jankovic, Aleksandra (57205752179)
    ;
    Saponjski, Dusan (57193090494)
    ;
    Micev, Marjan (7003864533)
    ;
    Stojanovic-Rundic, Suzana (23037160700)
    ;
    Cosic-Micev, Milena (6506607823)
    ;
    Pesko, Predrag (7004246956)
    Purpose: To evaluate the accuracy of the multidetector computed tomography (MDCT) in the response evaluation of the esophageal squamous cell carcinoma (ESCC) to neoadjuvant chemoradiotherapy (nCRT) by analyzing the thickness and post-contrast attenuation of the esophageal wall after the nCRT. Methods: Contrast-enhanced (CE)-MDCT examinations in portal venous phase of one hundred patients with locally advanced ESCC who received nCRT and underwent esophageal resection and histopathology assessment of tumor regression grade (TRG) were retrospectively analyzed by measuring the maximal thickness and mean density of the esophageal wall in the segment involved by tumor and visually searching for hyperdense foci within it. Diagnostic performance was evaluated using the ROC analysis. Results: Average attenuation of the esophageal wall had stronger diagnostic performance for predicting pathologic complete regression (pCR) (AUC = 0.994; p < 0.001) in relation to maximal esophageal wall thickness (AUC = 0.731; p < 0.001). Maximal esophageal wall thickness ≤ 9 mm and average attenuation of the esophageal wall ≤ 64 HU predicted pCR with the sensitivity, specificity, and overall accuracy of 62.5%, 77.9%, and 73%, and 96.9%, 98.5%, and 98%, respectively. Combination of both cutoff values enabled correct assessment of pCR with the 100% accuracy. Visual detection of the hyperdense focus within the esophageal wall predicted pCR with the sensitivity, specificity, and overall accuracy values of 100%, 94.1%, and 96%, respectively. Conclusion: Visual analysis and measurement of post-contrast attenuation of the esophageal wall after the nCRT can improve diagnostic accuracy of MDCT in the response evaluation of the ESCC to nCRT in comparison with measuring the esophageal wall thickness. © 2019, Springer Science+Business Media, LLC, part of Springer Nature.
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    Applicability of Radiomics for Differentiation of Pancreatic Adenocarcinoma from Healthy Tissue of Pancreas by Using Magnetic Resonance Imaging and Machine Learning
    (2025)
    Sarac, Dimitrije (58130988100)
    ;
    Badza Atanasijevic, Milica (59736455000)
    ;
    Mitrovic Jovanovic, Milica (56257450700)
    ;
    Kovac, Jelena (52563972900)
    ;
    Lazic, Ljubica (36093093100)
    ;
    Jankovic, Aleksandra (57205752179)
    ;
    Saponjski, Dusan J. (57193090494)
    ;
    Milosevic, Stefan (57214068151)
    ;
    Stosic, Katarina (57222000808)
    ;
    Masulovic, Dragan (57215645003)
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    Radenkovic, Dejan (6603592685)
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    Papic, Veljko (6602695036)
    ;
    Djuric-Stefanovic, Aleksandra (16021199600)
    Background: This study analyzed different classifier models for differentiating pancreatic adenocarcinoma from surrounding healthy pancreatic tissue based on radiomic analysis of magnetic resonance (MR) images. Methods: We observed T2W-FS and ADC images obtained by 1.5T-MR of 87 patients with histologically proven pancreatic adenocarcinoma for training and validation purposes and then tested the most accurate predictive models that were obtained on another group of 58 patients. The tumor and surrounding pancreatic tissue were segmented on three consecutive slices, with the largest area of interest (ROI) of tumor marked using MaZda v4.6 software. This resulted in a total of 261 ROIs for each of the observed tissue classes in the training–validation group and 174 ROIs in the testing group. The software extracted a total of 304 radiomic features for each ROI, divided into six categories. The analysis was conducted through six different classifier models with six different feature reduction methods and five-fold subject-wise cross-validation. Results: In-depth analysis shows that the best results were obtained with the Random Forest (RF) classifier with feature reduction based on the Mutual Information score (all nine features are from the co-occurrence matrix): an accuracy of 0.94/0.98, sensitivity of 0.94/0.98, specificity of 0.94/0.98, and F1-score of 0.94/0.98 were achieved for the T2W-FS/ADC images from the validation group, retrospectively. In the testing group, an accuracy of 0.69/0.81, sensitivity of 0.86/0.82, specificity of 0.52/0.70, and F1-score of 0.74/0.83 were achieved for the T2W-FS/ADC images, retrospectively. Conclusions: The machine learning approach using radiomics features extracted from T2W-FS and ADC achieved a relatively high sensitivity in the differentiation of pancreatic adenocarcinoma from healthy pancreatic tissue, which could be especially applicable for screening purposes. © 2025 by the authors.
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    Applicability of Radiomics for Differentiation of Pancreatic Adenocarcinoma from Healthy Tissue of Pancreas by Using Magnetic Resonance Imaging and Machine Learning
    (2025)
    Sarac, Dimitrije (58130988100)
    ;
    Badza Atanasijevic, Milica (59736455000)
    ;
    Mitrovic Jovanovic, Milica (56257450700)
    ;
    Kovac, Jelena (52563972900)
    ;
    Lazic, Ljubica (36093093100)
    ;
    Jankovic, Aleksandra (57205752179)
    ;
    Saponjski, Dusan J. (57193090494)
    ;
    Milosevic, Stefan (57214068151)
    ;
    Stosic, Katarina (57222000808)
    ;
    Masulovic, Dragan (57215645003)
    ;
    Radenkovic, Dejan (6603592685)
    ;
    Papic, Veljko (6602695036)
    ;
    Djuric-Stefanovic, Aleksandra (16021199600)
    Background: This study analyzed different classifier models for differentiating pancreatic adenocarcinoma from surrounding healthy pancreatic tissue based on radiomic analysis of magnetic resonance (MR) images. Methods: We observed T2W-FS and ADC images obtained by 1.5T-MR of 87 patients with histologically proven pancreatic adenocarcinoma for training and validation purposes and then tested the most accurate predictive models that were obtained on another group of 58 patients. The tumor and surrounding pancreatic tissue were segmented on three consecutive slices, with the largest area of interest (ROI) of tumor marked using MaZda v4.6 software. This resulted in a total of 261 ROIs for each of the observed tissue classes in the training–validation group and 174 ROIs in the testing group. The software extracted a total of 304 radiomic features for each ROI, divided into six categories. The analysis was conducted through six different classifier models with six different feature reduction methods and five-fold subject-wise cross-validation. Results: In-depth analysis shows that the best results were obtained with the Random Forest (RF) classifier with feature reduction based on the Mutual Information score (all nine features are from the co-occurrence matrix): an accuracy of 0.94/0.98, sensitivity of 0.94/0.98, specificity of 0.94/0.98, and F1-score of 0.94/0.98 were achieved for the T2W-FS/ADC images from the validation group, retrospectively. In the testing group, an accuracy of 0.69/0.81, sensitivity of 0.86/0.82, specificity of 0.52/0.70, and F1-score of 0.74/0.83 were achieved for the T2W-FS/ADC images, retrospectively. Conclusions: The machine learning approach using radiomics features extracted from T2W-FS and ADC achieved a relatively high sensitivity in the differentiation of pancreatic adenocarcinoma from healthy pancreatic tissue, which could be especially applicable for screening purposes. © 2025 by the authors.
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    CT and 18FDG-PET/CT findings in progressive mediastinal idiopathic fibrosis as a benign mimicker of esophageal carcinoma: a case report
    (2023)
    Mitrovic-Jovanovic, Milica (56257450700)
    ;
    Skrobic, Ognjan (16234762800)
    ;
    Odalovic, Strahinja (57218390032)
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    Djikic Rom, Aleksandra (56182303300)
    ;
    Plavsic, Aleksandra (24169362300)
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    Jankovic, Aleksandra (57205752179)
    ;
    Kostadinovic, Milena (57205204516)
    ;
    Ivanovic, Nenad (55375283100)
    ;
    Simic, Aleksandar (7003795237)
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    Djuric-Stefanovic, Aleksandra (16021199600)
    ;
    Kovac, Jelena Djokic (52563972900)
    Idiopathic mediastinal fibrosis, also called sclerosing or fibrosing mediastinitis, is a very rare and aggressive fibroinflammatory process characterized by fibrous tissue proliferation in the mediastinal region. Herein, we present a rare case of idiopathic mediastinal fibrosis presenting with esophageal obstruction, most likely associated with immunoglobulin G (IgG4)-related disease, affecting the posterior mediastinum with intrapulmonary infiltration. Computed tomography revealed a narrowed lumen and thickened wall of the distal esophagus surrounded by a necrotic mass with infiltration into the nearby structures, suggesting a locally advanced malignant process. Positron emission tomography revealed intense accumulation of 18F-fluorodeoxyglucose, indicating an active inflammatory component, which complicates further differential diagnosis of mediastinal masses. Thoracoscopic biopsy and immunohistochemical analysis confirmed a fibroinflammatory process with perivascular lymphoid cell infiltration that was cluster of differentiation (CD)3 (++) and CD20 (++), with massive numbers of IgG4-immunoreactive plasma cells. Although a benign condition, sclerosing mediastinitis is a close mimicker of esophageal carcinoma, which cannot be differentiated by computed tomography or positron emission tomography and must be considered in a differential diagnosis. © The Author(s) 2023.
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    CT and 18FDG-PET/CT findings in progressive mediastinal idiopathic fibrosis as a benign mimicker of esophageal carcinoma: a case report
    (2023)
    Mitrovic-Jovanovic, Milica (56257450700)
    ;
    Skrobic, Ognjan (16234762800)
    ;
    Odalovic, Strahinja (57218390032)
    ;
    Djikic Rom, Aleksandra (56182303300)
    ;
    Plavsic, Aleksandra (24169362300)
    ;
    Jankovic, Aleksandra (57205752179)
    ;
    Kostadinovic, Milena (57205204516)
    ;
    Ivanovic, Nenad (55375283100)
    ;
    Simic, Aleksandar (7003795237)
    ;
    Djuric-Stefanovic, Aleksandra (16021199600)
    ;
    Kovac, Jelena Djokic (52563972900)
    Idiopathic mediastinal fibrosis, also called sclerosing or fibrosing mediastinitis, is a very rare and aggressive fibroinflammatory process characterized by fibrous tissue proliferation in the mediastinal region. Herein, we present a rare case of idiopathic mediastinal fibrosis presenting with esophageal obstruction, most likely associated with immunoglobulin G (IgG4)-related disease, affecting the posterior mediastinum with intrapulmonary infiltration. Computed tomography revealed a narrowed lumen and thickened wall of the distal esophagus surrounded by a necrotic mass with infiltration into the nearby structures, suggesting a locally advanced malignant process. Positron emission tomography revealed intense accumulation of 18F-fluorodeoxyglucose, indicating an active inflammatory component, which complicates further differential diagnosis of mediastinal masses. Thoracoscopic biopsy and immunohistochemical analysis confirmed a fibroinflammatory process with perivascular lymphoid cell infiltration that was cluster of differentiation (CD)3 (++) and CD20 (++), with massive numbers of IgG4-immunoreactive plasma cells. Although a benign condition, sclerosing mediastinitis is a close mimicker of esophageal carcinoma, which cannot be differentiated by computed tomography or positron emission tomography and must be considered in a differential diagnosis. © The Author(s) 2023.
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    Endovascular treatment of a pseudoaneurysm of the posterior inferior pancreaticoduodenal artery as a complication of chronic pancreatitis: a case report
    (2022)
    Mitrovic Jovanovic, Milica (56257450700)
    ;
    Tadic, Boris (57210134550)
    ;
    Jankovic, Aleksandra (57205752179)
    ;
    Stosic, Katarina (57222000808)
    ;
    Lukic, Borivoje (57189238643)
    ;
    Cvetic, Vladimir (57189236266)
    ;
    Knezevic, Djordje (23397393600)
    A pancreatic pseudoaneurysm is a rare but life-threatening clinical entity. Prompt diagnosis and appropriate treatment are of great clinical importance. We herein present an unusual case of a pseudoaneurysm of the posterior inferior pancreaticoduodenal artery that developed as a complication of chronic pancreatitis. It was detected in a timely manner and successfully treated with minimally invasive endovascular therapy. © The Author(s) 2022.
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    Endovascular treatment of a pseudoaneurysm of the posterior inferior pancreaticoduodenal artery as a complication of chronic pancreatitis: a case report
    (2022)
    Mitrovic Jovanovic, Milica (56257450700)
    ;
    Tadic, Boris (57210134550)
    ;
    Jankovic, Aleksandra (57205752179)
    ;
    Stosic, Katarina (57222000808)
    ;
    Lukic, Borivoje (57189238643)
    ;
    Cvetic, Vladimir (57189236266)
    ;
    Knezevic, Djordje (23397393600)
    A pancreatic pseudoaneurysm is a rare but life-threatening clinical entity. Prompt diagnosis and appropriate treatment are of great clinical importance. We herein present an unusual case of a pseudoaneurysm of the posterior inferior pancreaticoduodenal artery that developed as a complication of chronic pancreatitis. It was detected in a timely manner and successfully treated with minimally invasive endovascular therapy. © The Author(s) 2022.
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    Fatal gastrointestinal bleeding associated with acute pancreatitis as a complication of Covid-19: a case report
    (2022)
    Mitrovic, Milica (56257450700)
    ;
    Tadic, Boris (57210134550)
    ;
    Jankovic, Aleksandra (57205752179)
    ;
    Rankovic, Ivan (57192091879)
    ;
    Kovac, Jelena Djokic (52563972900)
    Clinical manifestations of Covid-19 vary widely among patients. Recent studies suggest that up to 15% of patients with severe acute respiratory syndrome coronavirus type 2 (SARS-CoV-2) infections develop gastrointestinal symptoms. The location of virus–host cell receptors angiotensin-converting enzyme 2 and transmembrane serine protease 2 has an important role in the pathophysiology and presentation of disease. They are expressed in the respiratory tract, as well as other organs and tissues including exocrine and endocrine pancreatic cells. These cells are therefore a possible target for the virus, which could explain the relationship between SARS-CoV-2 infection and pancreatic injury. We report a disastrous collateral effect of the Covid-19 pandemic on a 33-year-old man with chronic renal insufficiency and asymptomatic SARS-CoV-2 infection, who developed acute pancreatitis. Inflammation progressed rapidly toward necrosis and the development of a peripancreatic pseudoaneurysm which subsequently ruptured, causing death. © The Author(s) 2022.
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    Fatal gastrointestinal bleeding associated with acute pancreatitis as a complication of Covid-19: a case report
    (2022)
    Mitrovic, Milica (56257450700)
    ;
    Tadic, Boris (57210134550)
    ;
    Jankovic, Aleksandra (57205752179)
    ;
    Rankovic, Ivan (57192091879)
    ;
    Kovac, Jelena Djokic (52563972900)
    Clinical manifestations of Covid-19 vary widely among patients. Recent studies suggest that up to 15% of patients with severe acute respiratory syndrome coronavirus type 2 (SARS-CoV-2) infections develop gastrointestinal symptoms. The location of virus–host cell receptors angiotensin-converting enzyme 2 and transmembrane serine protease 2 has an important role in the pathophysiology and presentation of disease. They are expressed in the respiratory tract, as well as other organs and tissues including exocrine and endocrine pancreatic cells. These cells are therefore a possible target for the virus, which could explain the relationship between SARS-CoV-2 infection and pancreatic injury. We report a disastrous collateral effect of the Covid-19 pandemic on a 33-year-old man with chronic renal insufficiency and asymptomatic SARS-CoV-2 infection, who developed acute pancreatitis. Inflammation progressed rapidly toward necrosis and the development of a peripancreatic pseudoaneurysm which subsequently ruptured, causing death. © The Author(s) 2022.
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    Giant pseudoaneurysm of the splenic artery within walled of pancreatic necrosis on the grounds of chronic pancreatitis
    (2021)
    Jovanovic, Milica Mitrovic (57221998001)
    ;
    Saponjski, Dusan (57193090494)
    ;
    Stefanovic, Aleksandra Djuric (59026442300)
    ;
    Jankovic, Aleksandra (57205752179)
    ;
    Milosevic, Stefan (57214068151)
    ;
    Stosic, Katarina (57222000808)
    ;
    Knezevic, Djordje (23397393600)
    ;
    Kovac, Jelena (52563972900)
    [No abstract available]
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    Pancreatic hydatid cyst misdiagnosed as mucinous cystadenoma: CT and MRI findings
    (2020)
    Mitrovic, Milica (56257450700)
    ;
    Tadic, Boris (57210134550)
    ;
    Kovac, Jelena (52563972900)
    ;
    Grubor, Nikola (57208582781)
    ;
    Milosavljevic, Vladimir (57210131836)
    ;
    Jankovic, Aleksandra (57205752179)
    ;
    Khatkov, Igor (56155187200)
    ;
    Radenkovic, Dejan (6603592685)
    ;
    Matic, Slavko (7004660212)
    Isolated hydatid cysts of the pancreas are rare lesions, even in endemic regions. In this report, we present the case of a 76-year-old patient who was admitted to our clinic with a diagnosis of a cystic lesion in the tail of the pancreas. On preoperative computed tomography (CT) and magnetic resonance (MR) examination, the cyst was characterized as a mucinous cystadenoma. A laparoscopic distal pancreatectomy followed. A histopathological examination revealed a large hydatid cyst in the tail of the pancreas. © 2020 by the authors. Licensee MDPI, Basel, Switzerland.
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    Perforated appendicitis and bowel incarceration within morgagni hernia: A case report
    (2021)
    Mitrovic, Milica (56257450700)
    ;
    Jankovic, Aleksandra (57205752179)
    ;
    Kovac, Jelena Djokic (52563972900)
    ;
    Skrobic, Ognjan (16234762800)
    ;
    Simic, Aleksandar (7003795237)
    ;
    Sabljak, Predrag (6505862530)
    ;
    Ivanovic, Nenad (55375283100)
    Morgagni hernia (MH) is a result of abdominal organ protrusion through the congenital defect in the anterior retrosternal aspect of the diaphragm. The colon and omentum are the most commonly involved organs, followed by the small intestine, stomach and liver. Symptoms of MH may be absent, although the majority of patients will experience mild dyspnea or abdominal discomfort. We present a case of MH complicated with intrathoracic acute perforated appendicitis and intestinal obstruction. © 2021 by the authors. Licensee MDPI, Basel, Switzerland.
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    Possibility of Using Conventional Computed Tomography Features and Histogram Texture Analysis Parameters as Imaging Biomarkers for Preoperative Prediction of High-Risk Gastrointestinal Stromal Tumors of the Stomach
    (2023)
    Jovanovic, Milica Mitrovic (57221998001)
    ;
    Stefanovic, Aleksandra Djuric (59026442300)
    ;
    Sarac, Dimitrije (58130988100)
    ;
    Kovac, Jelena (52563972900)
    ;
    Jankovic, Aleksandra (57205752179)
    ;
    Saponjski, Dusan J. (57193090494)
    ;
    Tadic, Boris (57210134550)
    ;
    Kostadinovic, Milena (57205204516)
    ;
    Veselinovic, Milan (55376277300)
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    Sljukic, Vladimir (19934460700)
    ;
    Skrobic, Ognjan (16234762800)
    ;
    Micev, Marjan (7003864533)
    ;
    Masulovic, Dragan (57215645003)
    ;
    Pesko, Predrag (7004246956)
    ;
    Ebrahimi, Keramatollah (24466474300)
    Background: The objective of this study is to determine the morphological computed tomography features of the tumor and texture analysis parameters, which may be a useful diagnostic tool for the preoperative prediction of high-risk gastrointestinal stromal tumors (HR GISTs). Methods: This is a prospective cohort study that was carried out in the period from 2019 to 2022. The study included 79 patients who underwent CT examination, texture analysis, surgical resection of a lesion that was suspicious for GIST as well as pathohistological and immunohistochemical analysis. Results: Textural analysis pointed out min norm (p = 0.032) as a histogram parameter that significantly differed between HR and LR GISTs, while min norm (p = 0.007), skewness (p = 0.035) and kurtosis (p = 0.003) showed significant differences between high-grade and low-grade tumors. Univariate regression analysis identified tumor diameter, margin appearance, growth pattern, lesion shape, structure, mucosal continuity, enlarged peri- and intra-tumoral feeding or draining vessel (EFDV) and max norm as significant predictive factors for HR GISTs. Interrupted mucosa (p < 0.001) and presence of EFDV (p < 0.001) were obtained by multivariate regression analysis as independent predictive factors of high-risk GISTs with an AUC of 0.878 (CI: 0.797–0.959), sensitivity of 94%, specificity of 77% and accuracy of 88%. Conclusion: This result shows that morphological CT features of GIST are of great importance in the prediction of non-invasive preoperative metastatic risk. The incorporation of texture analysis into basic imaging protocols may further improve the preoperative assessment of risk stratification. © 2023 by the authors.
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    Possibility of Using Conventional Computed Tomography Features and Histogram Texture Analysis Parameters as Imaging Biomarkers for Preoperative Prediction of High-Risk Gastrointestinal Stromal Tumors of the Stomach
    (2023)
    Jovanovic, Milica Mitrovic (57221998001)
    ;
    Stefanovic, Aleksandra Djuric (59026442300)
    ;
    Sarac, Dimitrije (58130988100)
    ;
    Kovac, Jelena (52563972900)
    ;
    Jankovic, Aleksandra (57205752179)
    ;
    Saponjski, Dusan J. (57193090494)
    ;
    Tadic, Boris (57210134550)
    ;
    Kostadinovic, Milena (57205204516)
    ;
    Veselinovic, Milan (55376277300)
    ;
    Sljukic, Vladimir (19934460700)
    ;
    Skrobic, Ognjan (16234762800)
    ;
    Micev, Marjan (7003864533)
    ;
    Masulovic, Dragan (57215645003)
    ;
    Pesko, Predrag (7004246956)
    ;
    Ebrahimi, Keramatollah (24466474300)
    Background: The objective of this study is to determine the morphological computed tomography features of the tumor and texture analysis parameters, which may be a useful diagnostic tool for the preoperative prediction of high-risk gastrointestinal stromal tumors (HR GISTs). Methods: This is a prospective cohort study that was carried out in the period from 2019 to 2022. The study included 79 patients who underwent CT examination, texture analysis, surgical resection of a lesion that was suspicious for GIST as well as pathohistological and immunohistochemical analysis. Results: Textural analysis pointed out min norm (p = 0.032) as a histogram parameter that significantly differed between HR and LR GISTs, while min norm (p = 0.007), skewness (p = 0.035) and kurtosis (p = 0.003) showed significant differences between high-grade and low-grade tumors. Univariate regression analysis identified tumor diameter, margin appearance, growth pattern, lesion shape, structure, mucosal continuity, enlarged peri- and intra-tumoral feeding or draining vessel (EFDV) and max norm as significant predictive factors for HR GISTs. Interrupted mucosa (p < 0.001) and presence of EFDV (p < 0.001) were obtained by multivariate regression analysis as independent predictive factors of high-risk GISTs with an AUC of 0.878 (CI: 0.797–0.959), sensitivity of 94%, specificity of 77% and accuracy of 88%. Conclusion: This result shows that morphological CT features of GIST are of great importance in the prediction of non-invasive preoperative metastatic risk. The incorporation of texture analysis into basic imaging protocols may further improve the preoperative assessment of risk stratification. © 2023 by the authors.

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