The value of multiparametric MRI radiomics and machine learning in predicting preoperative Ki-67 expression level in breast cancer by Yan Lu, Long Jin, Ning Ding, Mengjuan Li, Shengnan Yin, Yiding Ji

“…Radiomic features were derived from both the intratumoral and peritumoral regions, extending 5 mm from the tumor boundary, using magnetic resonance imaging (MRI). The MRI sequences employed included T2-weighted imaging (T2WI), dynamic contrast-enhanced (DCE) imaging, diffusion-weighted imaging (DWI), and apparent diffusion coefficient (ADC) maps. …”
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Research Progress and Prospect of High-Nitrogen Austenitic Stainless Steel by Jiao　Xiaofei, Li　Qun, Wang　Dongjia, Wang　Shuhuan, Ni　Guolong

“…High-nitrogen austenitic stainless steels exhibit high strength and toughness， strong wear and corrosion resistance， and also possess non-magnetic property along with excellent biocompatibility. …”
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Distinguishing benign and malignant myxoid soft tissue tumors: Performance of radiomics vs. radiologists. by Joshua M Lawrenz, Can Cui, Samuel R Johnson, Katherine S Hajdu, Stephen W Chenard, Akhil Rekulapelli, Cullen P Moran, John J Block, Nicholson S Chadwick, Joanna L Shechtel, Brian Bingham, Leo Y Luo, Jennifer L Halpern, Herbert S Schwartz, Ginger E Holt, David S Smith, Benoit Dawant, Hakmook Kang

“…<h4>Methods</h4>Manual segmentation of 90 myxoid soft tissue tumors (45 myxomas and 45 myxofibrosarcomas) was performed on axial T1, and T2FS or STIR magnetic resonance imaging sequences. Eighty-seven radiomic features from each modality were extracted. …”
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A Case of Status Epilepticus in a Patient Experiencing an Acute Attack of Hereditary Angioedema by Danielle Weinberg, Steven Gayda, Kyle Hultz, Hanan Atia, Brian Kohen, Eric Boccio

“…Inpatient work-up included continuous video electroencephalography monitoring and magnetic resonance imaging of the brain, both of which were normal. …”
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Significance of siderophore-producing cyanobacteria on enhancing iron uptake potentiality of maize plants grown under iron-deficiency by Mandees Bakr Brick, Mervat H. Hussein, Amr M. Mowafy, Ragaa A. Hamouda, Amr M. Ayyad, Dina A. Refaay

“…The response surface approach was successful in optimizing the conditions of siderophore production in Synechococcus mundulus with actual values for maximum biomass (387.11 mg L− 1) and siderophore production (91.84%) higher than the predicted values. The proton nuclear magnetic resonance (1H NMR) analysis data and the Fourier transformer-infrared spectrum analysis (FT-IR) signify the hydroxamate nature of Synechococcus mundulus isolated siderophore. …”
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Ovarian adenomyoma: a case report by Weilong Liu, Tongtong Yao, Haiyan Wang, Wenjing Yu, Hongtang Shi, Jiwei Guo, Zhiqiang Liu

“…CA125 (Carbohydrate antigen 125) 191.80U/ml (0–30). MRI (magnetic resonance imaging) imaging confirmed a 7.9 × 6.2 × 7.2 cm fibroid on the right posterior wall of the uterus. …”
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Surgical Treatment Patterns, Healthcare Resource Utilization, and Economic Burden in Patients with Tenosynovial Giant Cell Tumor Who Underwent Joint Surgery in the United States by Feng Lin, Winghan J. Kwong, Sherry Shi, Irina Pivneva, Eric Q. Wu, John A. Abraham

“…During a median follow-up of 5.7 years, 78% of patients underwent their first joint surgery in year 1 and 41% had ≥1 repeat surgery. Magnetic resonance imaging utilization was highest during baseline (46%) and declined afterward (28%, 17%, and 19% in years 1, 2, and 3, respectively). …”
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Experimental assessment of the pyramidal energy on water. by Pedro Díaz Rebollido, Luis Carlos Silva Ayçaguer, Mikhail Benet Rodríguez

“…It was placed so that two sides of its base were parallel to the North-South axis magnetic of the Earth. The measures were carried out in a blind way by one of the ours under the supervision of the other two co authors. …”
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Dynamic Stabilisation in the Treatment of Degenerative Disc Disease with Modic Changes by Olcay Eser, Cengiz Gomleksiz, Mehdi Sasani, Tunc Oktenoglu, Ahmet Levent Aydin, Yaprak Ataker, Tuncer Suzer, Ali Fahir Ozer

“…Lordosis of the lumbar spine, segmental lordosis, and ratio of the height of the intervertebral disc spaces (IVSs) were measured preoperatively and at 3, 12, and 24 months after surgery. Magnetic resonance imaging (MRI) analysis was carried out, and according to the data obtained, the grade of disc degeneration was classified. …”
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Effect and safety of ethanolamine oleate in sclerotherapy in patients with difficult-to-resect venous malformations: A multicenter, single-arm study. by Mine Ozaki, Tadashi Nomura, Keigo Osuga, Masakazu Kurita, Ayato Hayashi, Shunsuke Yuzuriha, Noriko Aramaki-Hattori, Makoto Hikosaka, Taiki Nozaki, Michio Ozeki, Junko Ochi, Shimpei Akiyama, Yasumasa Kakei, Keiko Miyakoda, Naoko Kashiwagi, Takahiro Yasuda, Yuki Iwashina, Tsuyoshi Kaneko, Kiyoko Kamibeppu, Takafumi Soejima, Kiyonori Harii

“…<h4>Evaluation methods</h4>Treatment effect was assessed by evaluating the difference in lesion volume using magnetic resonance imaging as a primary endpoint and differences in pain using a visual analog scale as a key secondary endpoint.…”
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Optimal sizing and performance assessment of stand-alone PV systems using optimum hybrid sizing strategy by Mohamad Abed, Amarendra Reddy B, T.R. Jyothsna, Nabil Mohammed

“…Detailed system component simulations, including electro-magnetic transients (EMT) in MATLAB/Simulink and PVsyst, are employed. …”
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Quantitative Characterization of Full-Spectrum Pore Size and Connectivity for Shale with Different Sedimentary Facies from the Dongying Depression, Bohai Bay Basin, East China by Yushan Du, Na Yin, Qinhong Hu, Mianmo Meng, Xiuchuan Zhu, Jing Chao, Cunfei Ma

“…The T2 spectra of nuclear magnetic resonance tests for the “high TOC laminated clayey marlstone” facies which contains abundant calcite laminae and organic matter-hosted pores commonly show three peaks, with a dominant peak at less than 300 nm in diameter and good pore connectivity. …”
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dP/dtmax: An underestimated prognostic factor in large animal infarction model by Rita Garamvölgyi, Dénes Kőrösi, Ottó Tátrai, Emőke Bodor, Dániel Fajtai, Kornélia Farkas, András Vorobcsuk

“…To monitor the cardiac function, measurements were made by cardiac magnetic resonance imaging (cMRI), invasive pressure monitoring, and a Pulse index Continuous Cardiac Output (PiCCO) hemodynamic system at 0, 72, and 720 h during the follow‐up period. …”
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An Artificial Neural Network Developed in MATLAB-Simulink for Reconstruction a Distorted Secondary Current Waveform. Part 1 by Yu. V. Rumiantsev, F. A. Romaniuk

“…A possible application of the аrtificial neural networks for the relay protection purposes is the fault occurrence detection and its type identification, current transformer secondary current waveform distortion restoration due to its saturation up to its true value, detection the distorted and undistorted sections of the current transformer secondary current waveform during its saturation, primary power equipment abnormal operating modes detection, for example, power transformer magnetizing current inrush. The article describes in detail the stages of the practical implementation of the аrtificial neural networks in the MATLAB-Simulink environment by the example of its use to restore the distorted current transformer secondary current waveform due to saturation.…”
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Diagnostic accuracy of MRI-based radiomic features for EGFR mutation status in non-small cell lung cancer patients with brain metastases: a meta-analysis by Yuqin Long, Rong Zhao, Xianfeng Du

“…ObjectiveThis meta-analysis aims to evaluate the diagnostic accuracy of magnetic resonance imaging (MRI) based radiomic features for predicting epidermal growth factor receptor (EGFR) mutation status in non-small cell lung cancer (NSCLC) patients with brain metastases.MethodsWe systematically searched PubMed, Embase, Cochrane Library, Web of Science, Scopus, Wanfang, and China National Knowledge Infrastructure (CNKI) for studies published up to April 30, 2024. …”
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Acupuncture Reversible Effects on Altered Default Mode Network of Chronic Migraine Accompanied with Clinical Symptom Relief by Yan Zou, Weijun Tang, Xiang Li, Manwen Xu, Ji Li

“…Resting-state functional magnetic resonance imaging (fMRI) data from 14 CM patients treated with longitudinal pre- and postacupuncture treatment (PPAT) and data of 18 age- and gender-matched healthy controls (HCs) were analyzed using independent component analysis (ICA) and seed-based correlation analysis (SCA) to investigate connectivity within the DMN. …”
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Seepage mode in lamina-developed shale oil reservoirs under strong heterogeneous and strong fluid–solid coupling in Jiyang depression of China by Chunlei Yu, Shiming Zhang, Ting Chen, Zhigang Sun, Jiaxiang Xu

“…Based on online nuclear magnetic resonance (NMR), fluid migration in pores of different scales and laminae during the FSP was discovered. …”
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Potentials of transanal endoscopic surgery at early rectal cancer by Yu. A. Shelygin, S. V. Chernyshov, L. P. Orlova, E. G. Rybakov

“…Preoperative examination included: digital investigation of the rectum, rectoromanoscopy with biopsy, colonoscopy, TRUS, computer tomography and magnetic-resonance tomography of abdominal cavity and small pelvis.Results. …”
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Enhanced Disc Herniation Classification Using Grey Wolf Optimization Based on Hybrid Feature Extraction and Deep Learning Methods by Yasemin Sarı, Nesrin Aydın Atasoy

“…The aim of this study was to classify lumbar disc herniations in a computer-aided, fully automated manner using magnetic resonance images (MRIs). Methods: This study presents a hybrid method integrating residual network (ResNet50), grey wolf optimization (GWO), and machine learning classifiers such as multi-layer perceptron (MLP) and support vector machine (SVM) to improve classification performance. …”
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No Effect of Anodal tDCS on Verbal Episodic Memory Performance and Neurotransmitter Levels in Young and Elderly Participants by Annegret Habich, Johannes Slotboom, Jessica Peter, Roland Wiest, Stefan Klöppel

“…Using MEGA-PRESS edited magnetic resonance spectroscopy (MRS), Glx and GABA levels were measured in the left DLPFC before and after the stimulation period. …”
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