Unveiling the Complexity of Medical Imaging through Deep Learning Approaches by Javaid Iqbal Bhat, Novsheena Rasool

“…Encompassing a range of diseases, including Alzheimer’s, breast cancer, brain tumors, glaucoma, heart murmurs, retinal microaneurysms, colorectal liver metastases, and more, the analysis emphasizes contributions succinctly summarized in a tabular form.The table provides an overview of various deep learning approaches applied to different diseases, incorporating methodologies, datasets, and outcomes for each condition.Notably, performance metrics such as accuracy, specificity, sensitivity, and other crucial measures underscore the achieved results. …”
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Fatal Postpartum Hemorrhage in Diffuse Midline Glioma with H3-K27M Mutation by Takeshi Miyazaki, Masahiro Tsuji, Shinya Hagiwara, Toshiko Minamoto, Noriyoshi Ishikawa, Junko Hirato, Sumihito Nobusawa, Yasuhiko Akiyama

“…Management of pregnant women with brain tumors necessitates difficult decision-making especially for estimating or preventing its intratumoral hemorrhage. …”
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Single-cell sequencing elucidates the mechanism of NUSAP1 in glioma and its diagnostic and prognostic significance by Meng-Yu Zhao, Zhao-Lei Shen, Hongzhen Dai, Wan-Yan Xu, Li-Na Wang, Yu- Gu, Jie-Hui Zhao, Tian-Hang Yu, Cun-Zhi Wang, Jia-feng Xu, Guan-Jun Chen, Dong-Hui Chen, Wen-Ming Hong, Wen-Ming Hong, Fang Zhang

“…Gliomas, known for their poor prognosis, rank among the most lethal brain tumors. Despite advancements, there remains a critical need for precise, individualized treatment strategies.MethodsWe conducted a comprehensive analysis of RNA-seq and microarray data from the TCGA and GEO databases, supplemented by single-cell RNA sequencing (scRNA-seq) data from glioma patients. …”
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Quantum computational infusion in extreme learning machines for early multi-cancer detection by Anas Bilal, Muhammad Shafiq, Waeal J. Obidallah, Yousef A. Alduraywish, Haixia Long

“…Results demonstrate that Q-GBGWO-ELM improves diagnostic accuracy by an average of 6.5% compared to traditional methods, with notable accuracy rates across various cancers: 98.80% for breast cancer, 92.30% for brain tumors, 97.00% for skin cancer, and 96.98% for lung cancer. …”
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GPX8 as a Novel Prognostic Factor and Potential Therapeutic Target in Primary Glioma by Zhao-shou Yang, Qin Yang, Xiao-xiao Sun, Kui Xiong, Xiao-ting Zhu, Yi-chen Wang, Qian-yao Ren, Guo-hui Wu, Shi-min Wang, Xu-qin Cao, Xiao-rong Yang, Wen-gong Jiang

“…One of the most prevalent malignant primary brain tumors is primary glioma. Although glutathione peroxidase 8 (GPX8) is intimately associated with carcinogenesis, its function in primary gliomas has not yet been thoroughly understood. …”
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Systematic Characterization of Splicing Dysregulation in Pan Solid Tumor Transcriptome by Jingru Sui, Dan Guo, Xiao Wen, Lei Zhou, Yue Huang, Haoyu Yu, Jinyu Chen, Zhaoqi Liu

“…Cross‐cancer commonalities of splicing dysregulation are observed among digestive system neoplasms, renal‐associated tumors, and urogenital tumors. By contrast, brain tumors demonstrate a distinct splicing pattern with the highest ASE‐SF correlation. …”
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Diagnosis and Detection of Alzheimer’s Disease Using Learning Algorithm by Gargi Pant Shukla, Santosh Kumar, Saroj Kumar Pandey, Rohit Agarwal, Neeraj Varshney, Ankit Kumar

“…Alzheimer’s Disease (AD) and brain tumors are the primary reasons of death. The studies of these diseases are carried out by Magnetic Resonance Imaging (MRI), Positron Emission Tomography (PET), and Computed Tomography (CT) scans which require expertise to understand the modality. …”
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Applications of Ultrasonic Brain Imaging and Transcranial Ultrasound Therapy in Brain Injury Rehabilitation by WU Yi

“…High intensity focused ultrasound (HIFU) and low intensity focused ultrasound (LIFU) use the thermal and mechanical effects respectively to perform tissue ablation, blood-brain barrier opening, drug targeted delivery, ultrasound-assisted catheter-directed thrombolysis and neuromodulation, and can be applied to the treatment of brain tumors, brain trauma, stroke, Parkinson's disease, Alzheimer's disease, epilepsy, depression and other neurological diseases and mental diseases. …”
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Effects of radiation and manganese oxide nanoparticles on human glioblastoma cell line U-87 MG glycolysis by N. B. Illarionova, D. V. Petrovski, I. A. Razumov, E. L. Zavyalov

“…Gliomas are the most common type of malignant brain tumors. Standard treatment of gliomas consists of surgical excision of the tumor with subsequent chemotherapy and radiotherapy. …”
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Construction of oncolytic reporter influenza viral vectors and assessment of their safety following intracranial administration in rats by A. A. Pulkina, A. S. Mustafaeva, E. A. Romanovskaya-Romanko, M. A. Plotnikova, O. O. Ozhereleva, M. A. Shuklina, L. N. Kiseleva, Y. S. Alekseeva, N. S. Kurmazov, A. R. Muslimov, A.-P.S. Shurygina, M. A. Stukova

“…INTRODUCTION: Oncolytic viruses are a promising approach for treating malignant brain tumors as part a of combination therapy. OBJECTIVE: To develop reporter influenza A viruses expressing NanoLuc luciferase and evaluate their safety following intracranial administration in rats. …”
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Ultrahigh-field imaging (7 Tesla) in DNET: Unmasking microstructural imaging characteristics – A case report by Marta Calvo-Imirizaldu, Daniele Botta, Margitta Seeck, Jan Novy, Jose Federico Ojeda Esparza, Aikaterini Fitsiori, Corrado Santarosa, Kevin Battistini, Karl-Olof Lövblad, Felix T. Kurz

“…Commercial ultrahigh-field 7 Tesla (T) MRI has been approved for clinical brain imaging, including applications in epilepsy and brain tumors. Increasing magnetic field strength offers significant advantages over lower-field MRI due to improved spatial resolution, signal-to-noise ratio, and contrast-to-noise ratio. …”
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Circadian rhythm related genes signature in glioma for drug resistance prediction: a comprehensive analysis integrating transcriptomics and machine learning by Junbo Liao, Yingxing Duan, Xiangwang Xu, Yaxue Liu, Chaohong Zhan, Gelei Xiao

“…Abstract Background Gliomas, 24% of all primary brain tumors, have diverse histology and poor survival rates, with about 70% recurring due to acquired or de novo resistance. …”
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Comparative analysis of the profile of circulating microRNAs in the blood plasma of patients with gliomas by D. Yu. Gvaldin, N. A. Petrusenko, E. E. Rostorguev, S. N. Dimitriadi, S. E. Kavitskiy, N. N. Timoshkina

“…Against the background of modest successes in the development of new diagnostic and therapeutic tools to improve the survival of patients with glial brain tumors, early diagnosis of this pathology remains relevant. …”
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Advances in Deep Brain Imaging with Quantum Dots: Structural, Functional, and Disease-Specific Roles by Tenesha Connor, Hemal Weerasinghe, Justin Lathia, Clemens Burda, Murat Yildirim

“…Their stability enables long-term, targeted drug delivery and photodynamic therapy, presenting potential therapeutic applications in treating brain tumors, Alzheimer’s disease, and traumatic brain injury. …”
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Comparison of lifetime attributable risk of post-irradiation secondary cancer of boron neutron capture therapy, proton beam therapy, and X-ray therapy for pediatric and adolescent... by Shunsuke Suzuki, Shintaro Shiba, Hiroki Tanaka, Masashi Yamanaka, Kazuki Matsumoto, Koichi Tokuuye, Motoko Omura

“…These findings suggest the usefulness of BNCT in pediatric and AYA patients with brain tumors from the perspective of post-irradiation secondary cancer.…”
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Peripapillary Microvascularization Analysis Using Swept-Source Optical Coherence Tomography Angiography in Optic Chiasmal Compression by Inès Ben Ghezala, Déa Haddad, Julie Blanc, Cyril Meillon, Rachid Madkouri, François Borsotti, Alain M. Bron, Catherine Creuzot-Garcher

“…To evaluate the vessel density (VD) of the radial peripapillary capillary (RPC) network using swept-source optical coherence tomography angiography (SS-OCTA) “en face” images of eyes with chiasmal compression caused by brain tumors before and after decompressive surgery compared with healthy controls. …”
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Molecular Imaging of Gliomas by A. H. Jacobs, C. Dittmar, A. Winkeler, G. Garlip, W. D. Heiss

“…Gliomas are the most common types of brain tumors. Although sophisticated regimens of conventional therapies are being carried out to treat patients with gliomas, the disease invariably leads to death over months or years. …”
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Modulation of Stemness and Differentiation Regulators by Valproic Acid in Medulloblastoma Neurospheres by Natália Hogetop Freire, Alice Laschuk Herlinger, Julia Vanini, Matheus Dalmolin, Marcelo A. C. Fernandes, Carolina Nör, Vijay Ramaswamy, Caroline Brunetto de Farias, André Tesainer Brunetto, Algemir Lunardi Brunetto, Lauro José Gregianin, Mariane da Cunha Jaeger, Michael D. Taylor, Rafael Roesler

“…Changes in epigenetic processes such as histone acetylation are proposed as key events influencing cancer cell function and the initiation and progression of pediatric brain tumors. Valproic acid (VPA) is an antiepileptic drug that acts partially by inhibiting histone deacetylases (HDACs) and could be repurposed as an epigenetic anticancer therapy. …”
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Experimental study on monitoring microwave ablation efficacy by real-time shear wave elastography in ex vivo porcine brain by Rui Li, Yukang Zhang, Linggang Cheng, Shuai Zheng, Hongbing Li, Hongxia Zhang, Lijuan Du, Wen He, Wei Zhang

“…In recent years, microwave ablation (MWA) was expected to be applied in the minimally invasive treatment of brain tumors. This study aims to evaluate the feasibility and accuracy of microwave ablation in ex vivo brain tissue by Shear Wave Elastography (SWE) to explore the application value of real-time SWE in monitoring the process of MWA of brain tissue.Methods: Thirty ex vivo brain tissues were treated with different microwave power and ablation duration. …”
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Short-term outcome of endovascular stenting for symptomatic vertebrobasilar stenosis by Mohamed Abdel moneim Abdo Tolba, Mohammed Alaswad, Mohamed Mohamed Tawfik, Ahmed Zaki Akl, Mona Ali Eissa, Hala El-khawas, Hani Mahmoud Zaki Eldin, Mohamed Khaled Ahmed Elewa

“…Patients with previous stent at the target lesion, acute stroke, heavily calcified lesion, complete artery occlusion, massive infarction with marked neurological deficit, intracranial hemorrhage, intracranial brain tumors, contraindicated to antithrombotic and/or anticoagulant, pregnant women, and patients susceptible to follow-up loss were excluded. …”
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