Breast lesion classification via colorized mammograms and transfer learning in a novel CAD framework by Abbas Ali Hussein, Morteza Valizadeh, Mehdi Chehel Amirani, Sedighe Mirbolouk

“…However, the combination of EfficientNetB0 pre-training with ML Support Vector Machines (SVM) produced optimal results with accuracy, sensitivity, specificity, precision, F1-Score, and AUC, of 99.4%, 98.7%, 99.1%, 99%, 98.8%, and 100%, respectively. …”
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Stacking data analysis method for Langmuir multi-probe payload by Jin Wang, Jin Wang, Duan Zhang, Qinghe Zhang, Qinghe Zhang, Xinyao Xie, Fangye Zou, Qingfu Du, Qingfu Du, V. Manu, Yanjv Sun

“…This study uses a stacking algorithm to process m-NLP data and incorporates the International Reference Ionosphere (IRI) model to correct the predicted electron density (Ne) values. …”
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Predicting cardiotoxicity in drug development: A deep learning approach by Kaifeng Liu, Huizi Cui, Xiangyu Yu, Wannan Li, Weiwei Han

“…Using computational methods, this study facilitates a more efficient drug development process, reduces costs, and improves the safety of new drug candidates, ultimately benefiting medical and public health.…”
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Enhancing neuromolecular imaging classification in low-data regimes with generative machine learning: A case study in HDAC PET/MR imaging of alcohol use disorder by Tyler N. Meyer, Olga Andreeva, Roger D. Weiss, Wei Ding, Iris Shen, Changning Wang, Ping Chen, Tewodros Mulugeta Dagnew

“…These were used to train and test ML classifiers, including Support Vector Machine (SVM), XGBoost, and Random Forest, under leave-one-out cross-validation. …”
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Kinematics of the Kashmir Himalaya: Inferences from geological and geodetic data by Ahsan Afzal Wani, Bikram Singh Bali, Sareer Ahmad Mir, Mohammad Irfan Wani

“…To quantify the vertical and horizontal deformation rates in the Kashmir Valley, we use GAMIT/GLOBK software to process the GPS data. The lateral motion data indicate that the Indian plate continues to move towards the Eurasian plate at a rate of 36–42 mm/yr, while the vertical vectors infer a transition zone across the Kashmir valley.Using ArcGIS, Iso-base and Iso-ketabase maps were generated from the GPS vertical vectors to study the vertical deformation status of the Kashmir Valley. …”
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Engineered circular RNA-based DLL3-targeted CAR-T therapy for small cell lung cancer by Jingsheng Cai, Zheng Liu, Shaoyi Chen, Jingwei Zhang, Haoran Li, Xun Wang, Feng Yang, Shaodong Wang, Xiao Li, Yun Li, Kezhong Chen, Jun Wang, Ming Sun, Mantang Qiu

“…Using circRNA to construct transient Chimeric Antigen Receptor (CAR)-T cells can mitigate the limitations of conventional viral vector-based CAR-T approaches, such as complex process and long-term side effects. …”
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A comprehensive investigation of morphological features responsible for cerebral aneurysm rupture using machine learning by Mostafa Zakeri, Amirhossein Atef, Mohammad Aziznia, Azadeh Jafari

“…The aim of this research is to provide valuable insights that can help make informed decisions during the treatment process and potentially save the lives of future patients. …”
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Development of a machine learning prediction model for loss to follow-up in HIV care using routine electronic medical records in a low-resource setting by Tamrat Endebu, Girma Taye, Wakgari Deressa

“…Six supervised ML classifiers—J48 decision tree, random forest, K-nearest neighbors, support vector machine, logistic regression, and naïve Bayes—were utilized for training via Weka 3.8.6 software. …”
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Features of interrelations of ethics and business by V. P. Ploskonosova

“…The cultural and valuable system is considered as a specific vector which forms key reference points of development of social and economic processes, and in turn, is affected by all other spheres of society. …”
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Research Progress on Digestive Behavior and Release Characteristics of Protein-Flavone Delivery System by Hao MA, Zhiyuan YANG, Huiying DU, Wenya MENG, Yuru WU, Jing LI, Kang LIU

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Peripherally administered TNF inhibitor is not protective against α-synuclein-induced dopaminergic neuronal death in rats by Josefine R. Christiansen, Sara A. Ferreira, David E. Szymkowski, Johan Jakobsson, Malú Gámez Tansey, Marina Romero-Ramos

“…Therefore, despite an apparently immunomodulatory effect, this did not suffice to protect against viral vector-derived α-synuclein-induced neurotoxicity. …”
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Vibration reliability of steel beams prestressed by drawing by E. V. Kravchuk, I. Yu. Belutskii, V. A. Kravchuk

“…The need to investigate the oscillation processes and vibration reliability of steel beams prestressed by web drawing was formulated. …”
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Machine learning in assessing the association between the size and structure of the ascending aortic wall in patients with aortic dilatation of varying severity by V. E. Uspenskiy, V. L. Saprankov, V. I. Mazin, D. G. Zavarzina, A. B. Malashicheva, O. B. Irtyuga, O. M. Moiseeva, M. L. Gordeev

“…Standard paraclinical investigations and pathological examination of the VA wall were used. Statistical processing was carried out in the SPYDER 4.1.5 environment (Python 3.8), and included univariate correlation analysis, logistic regression analysis, as well as supervised machine learning (ML) methods (support vector machine, k-nearest neighbor method, random forest).Results. …”
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Abnormal heart sound recognition using SVM and LSTM models in real-time mode by Moy’awiah A. Al-Shannaq, Areen Nasrawi, Abed Al-Raouf K. Bsoul, Ahmad A. Saifan

“…The proposed solution relies on the support vector machine and the long-short term memory neural network to distinguish between normal and abnormal heartbeat sounds and to recognize the type of abnormality (in the case distinguished) respectively. …”
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Klasifikasi Cyberbullying Pada Tweet Bahasa Sunda Dengan Menggunakan Hybrid Learning Model by Anisa Putri Setyaningrum, Muhammad Fahmy Nadhif

“…Peneliti menerapkan beberapa model machine learning yaitu random forest dan Support Vector Machine (SVM) serta model deep learning yaitu convolutional neural network-bidirectional long short-term memory (CNN-BiLSTM), CNN, dan BiLSTM. …”
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Identification of R2R3-MYB Transcription Factor Family Based on <i>Amaranthus tricolor</i> Genome and <i>AtrMYB72</i> Promoting Betalain Biosynthesis by Directly Activating <i>AtrC... by Yuwei Xue, Kexuan Li, Wenli Feng, Zhongxiong Lai, Shengcai Liu

“…MYB (myeloblastosis) is one of the most abundant transcription factors in plants which regulates various biological processes. The molecular characteristics and function of R2R3-MYB transcription factors in amaranth remain unclear. …”
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A Novel Adaptive Fine-Tuning Algorithm for Multimodal Models: Self-Optimizing Classification and Selection of High-Quality Datasets in Remote Sensing by Yi Ren, Tianyi Zhang, Zhixiong Han, Weibin Li, Zhiyang Wang, Wenbo Ji, Chenhao Qin, Licheng Jiao

“…Next, the data within each cluster are processed by calculating the translational difference between the original and perturbed data in the multimodal large model’s vector space. …”
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Problems and prospects for the strategic development of the world energy system by SANDU Maxim

“…At the moment the global energy picture of the world clearly demonstrates the general trends in the development of globalization processes. Results of research of policies and strategies of provision of energy security of regions of the world demonstrate the importance of context of international collaboration for effective development in a single vector. …”
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A Subordination Principle on Wright Functions and Regularized Resolvent Families by Luciano Abadias, Pedro J. Miana

“…We obtain a vector-valued subordination principle for gα,gβ-regularized resolvent families which unified and improves various previous results in the literature. …”
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Gender Classification Based on Geometry Features of Palm Image by Ming Wu, Yubo Yuan

“…The first one is feature extraction by image processing. The other one is classification system with polynomial smooth support vector machine (PSSVM). …”
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