Machine Learning Enabled Prediction of Biologically Relevant Gene Expression Using CT‐Based Radiomic Features in Non‐Small Cell Lung Cancer by Shrey S. Sukhadia, Christoph Sadée, Olivier Gevaert, Shivashankar H. Nagaraj

“…Radiomic techniques automate the precise extraction of imaging features from tumor regions in radiographic scans, which are subjected to machine learning (ML) to predict genomic attributes. …”
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Functional and effective EEG connectivity patterns in Alzheimer’s disease and mild cognitive impairment: a systematic review by Elizabeth R. Paitel, Christian B. D. Otteman, Mary C. Polking, Henry J. Licht, Kristy A. Nielson, Kristy A. Nielson

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FTO attenuates TNF-α-induced damage of proximal tubular epithelial cells in acute pancreatitis-induced acute kidney injury via targeting AQP3 in an N6-methyladenosine-dependent man... by Xinghui Li, Qi Liang, Lu Liu, Shujun Chen, Yong Li, Yu Pu

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Baseline [18F]FDG PET/CT radiomics for predicting interim efficacy in follicular lymphoma treated with first-line R-CHOP by Zeying Wen, Xiaohe Gao, Qingxia Wu, Jianwei Yang, Jian Sun, Keliu Wu, Hongfei Zhao, Ruihua Wang, Yanmei Li

“…Fourteen filters were applied to the raw images to extract higher-order features from the derived images. …”
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Benign Adrenocortical Tumors and the Detection of Nonadrenal Neoplasia by Meng Hao, Miguel Angel Luque-Fernandez, Diana Lopez, Kathryn Cote, Jessica Newfield, Molly Connors, Anand Vaidya

“…Secondary analyses: association between case-control status and tumors detected via other imaging modalities. Results. The mean interval of abdominal imaging was 4.7 (SD = 3.8) years for cases and 5.9 (4.8) years for controls. …”
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Individualized resting-state functional connectivity abnormalities unveil two major depressive disorder subtypes with contrasting abnormal patterns of abnormality by Keke Fang, Lianjie Niu, Baohong Wen, Liang Liu, Ya Tian, Huiting Yang, Ying Hou, Shaoqiang Han, Xianfu Sun, Wenzhou Zhang

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Comparison of In Vitro Fertilization Outcomes between Normal and T-Shaped Uteri, Diagnosed by Hysterosalpingography in Women with infertility: A Retrospective Cohort Study by Fattaneh Pahlavan, Shohreh Irani, Mehri Mashayekhi, Samira Vesali, Fatemeh Niknejad, Firoozeh Ahmadi, Narges Bagheri-Lankarani

“…Based on the hysterosalpingography (HSG) images, the patients were categorizedas: “T-shaped uterus” or “normal uterus”. …”
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Embedded Pork Bone Causing Esophageal Perforation and an Esophagus-Innominate Artery Fistula by Andrew C. Berry, Peter V. Draganov, Brijesh B. Patel, Danny Avalos, Warren L. Reuther, Avinash Ravilla, Bruce B. Berry, Michael J. Monzel

“…A 20-year-old mentally challenged female presented with “something stuck in her throat,” severe dysphagia, and recurrent vomiting. Initial imaging was unremarkable; however, subsequent imaging and esophagogastroduodenoscopy two weeks later revealed an embedded pork bone. …”
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Unruptured Basilar Tip Aneurysm with Internal Septation: Coiling Implications? by Ayman Khalil, Hong Kuan Kok, Mark Schembri, Paul Brennan, Mohsen Javadpour, John Thornton, Alan O’Hare, Hamed Asadi

“…We report a 62-year-old lady that was incidentally diagnosed with basilar tip aneurysm. Further imaging with magnetic resonance imaging (MRI) revealed internal septation within this aneurysm which was later confirmed with digital subtraction angiography (DSA). …”
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Width Optimization of Array Electrode for Human Lung Electrical Resistance Tomography System Based on prior Knowledge by Liqing Xiao

“…Aiming to improve the quality of reconstructed images, the FEM for human lung was set up based on prior knowledge. …”
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Syntomatic Tarlov Cyst. Case presentation by Jorge Luis Castillo López, María E. Jerves Crespo, Victoria E. Solís Espín, Juan C. Vargas Parra

“…Imaging studies allowed the diagnosis of Tarlov Cysts, which in this case presented atypically, so it could be confused with other affections of the lumbosacral level.…”
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Occipital Hypometabolism on FDG PET/CT Scan in a Child with Hodgkin’s Lymphoma by Inci Uslu Biner, Ebru Tatci, Ozlem Ozmen, Atila Gokcek, Haci Ahmet Demir, Nadide Basak Gulleroglu

“…It is known that Fluorodeoxyglucose (FDG) Positron Emission/Computed Tomography (PET/CT) images may be helpful for evaluation of brain function in newborns. …”
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Endoscopic Perspective in Cholangiocarcinoma Diagnostic Process by O. Urban, P. Vanek, V. Zoundjiekpon, P. Falt

“…As reliable laboratory markers are lacking, diagnostic imaging plays a pivotal role. While cross-sectional imaging studies are usually conclusive for intrahepatic lesions, endoscopy plays an essential role in cases of extrahepatic tumors. …”
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Regional sonology of the upper limb - I: Shoulder by Ankit B Shah, Bipin R Shah

“…Inflammatory conditions or overuse injuries affecting the periarticular structures are the most common causes of nontraumatic shoulder pain. Dynamic imaging with US is an added advantage and scores over similar cross-sectional imaging modalities. …”
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Virtual 3D reconstruction of complex congenital cardiac anatomy from 3D rotational angiography by Ernesto Mejia, Shannon Sweeney, Jenny E. Zablah

“…The 3DRA DICOM images were anonymized as per protocol and exported. …”
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Determination of Important Topographic Factors for Landslide Mapping Analysis Using MLP Network by Mutasem Sh. Alkhasawneh, Umi Kalthum Ngah, Lea Tien Tay, Nor Ashidi Mat Isa, Mohammad Subhi Al-batah

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Can Gastric Cancer Patients with High Mandard Score Benefit from Neoadjuvant Chemotherapy? by Wen-Zhe Kang, Bing-Zhi Wang, Deng-Feng Li, Zhi-Chao Jiang, Jian-Ping Xiong, Yang Li, Peng Jin, Xin-Xin Shao, Hai-Tao Hu, Yan-Tao Tian

“…Mandard score, imaging evaluation, and ypN stage are important prognostic factors affecting prognosis. …”
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Global Information and Structure Tensor Guided Collaborative Representation for Anomaly Detection by Meiping Song, Zhenyu Guo, Lan Li, Shihui Liu, Haimo Bao, Jiakang Li

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Advanced deep learning techniques for recognition of dental implants by Veena Benakatti, Ramesh P. Nayakar, Mallikarjun Anandhalli, Rohit sukhasare

“…Artificial intelligence capable of analysing images in a radiograph and predicting implant type is an efficient tool. …”
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Comparison of [68Ga]Ga-DOTA-FAPI-04 and [18F]FDG PET/MRI in the Preoperative Diagnosis of Gastric Cancer by Tao Du, Shun Zhang, Xi-Mao Cui, Ren-Hao Hu, Hai-Yan Wang, Jian-Juan Jiang, Jun Zhao, Lan Zhong, Xiao-Hua Jiang

“…Our objective was to compare the value of positron emission tomography/magnetic resonance imaging (PET/MRI) with the new imaging agent [68Ga]Ga-DOTA-FAPI-04 and the traditional imaging agent [18F]FDG for the preoperative diagnosis of gastric cancer. …”
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