Conv1D-LSTM: Autonomous Breast Cancer Detection Using a One-Dimensional Convolutional Neural Network With Long Short-Term Memory by Mitanshi Rastogi, Meenu Vijarania, Neha Goel, Akshat Agrawal, Cresantus N. Biamba, Celestine Iwendi

“…The idea is to attain higher accuracy and lower computational time than existing models. This paper introduces a new method for detecting breast cancer using a one-dimensional convolutional neural network (1D CNN) and long short-term memory (LSTM). …”
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Characteristics and Mechanism Analysis of Aerodynamic Noise Sources for High-Speed Train in Tunnel by Xiao-Ming Tan, Hui-fang Liu, Zhi-Gang Yang, Jie Zhang, Zhong-gang Wang, Yu-wei Wu

“…The results show that the spectrum pattern of the sound source energy presented broadband and multipeak characteristics for the high-speed train. …”
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Prostaglandin-endoperoxide synthase 2 (PTGS2) gene expression and its association with genes regulating the VEGF signaling pathway in head and neck squamous cell carcinoma by Mehta Vedant Kamal, Rama Rao Damerla, Punit Singh Dikhit, Naveena AN Kumar

“…Methods: PTGS2 expression was analyzed in the TCGA database computationally with the help of the UALCAN web-server. …”
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FPGA Implementation for 24.576-Gbit/s Optical PAM4 Signal Transmission with MLP-Based Digital Pre-Distortion by Sheng Hu, Tianqi Zheng, Chengzhen Bian, Xiongwei Yang, Xinda Sun, Zonghui Zhu, Yumeng Gou, Yuanxiao Meng, Jie Zhang, Jingtao Ge, Yichen Li, Kaihui Wang

“…A multilayer perceptron (MLP) can overcome this limitation by predicting errors and generating pre-distorted signals, thus replacing the extensive storage requirements of LUTs with minimal computational resources. The MLP-based digital pre-distortion (MLP-DPD) technique enables the creation of long-pattern LUTs for improved nonlinear compensation. …”
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Trans-bronchial forceps biopsy for COVID-19 related diffuse parenchymal lung abnormalities by Janina Kleymann, Sascha Brückmann, Simona Langner, Dirk Koschel, Martin Kolditz

“…This study aimed to evaluate the diagnostic value of trans-bronchial forceps biopsy (TBFB) in patients with persistent lung abnormalities on thoracic computed tomography (CT) scan following SARS-CoV-2 infection with particular focus on cases with OP and immunocompromised (IC) patients. …”
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An extremely rare case with right superior pulmonary vein translocation by Go Kamimura, Kazuhiro Ueda, Koki Maeda, Masaya Aoki, Toshiyuki Nagata, Naoya Yokomakura, Masami Sato

“…Preoperative three-dimensional computed tomography images were helpful to identify this variant.…”
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Sacral Fracture Causing Neurogenic Bladder: A Case Report by Tatsuro Sasaji, Noboru Yamada, Kazuo Iwai

“…The fracture lines began at the center of lamina and extended bilateraly. The fracture pattern was unique. The sacrum was osteoporosis, and this fracture may be based on osteoporosis. …”
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Prospects for coherent X-ray diffraction imaging at fourth-generation synchrotron sources by Yuriy Chushkin, Federico Zontone

“…The method is based on the inversion of the speckle pattern in the far field produced by the scattering from the object under coherent illumination. …”
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Spatial periodicity in grid cell firing is explained by a neural sequence code of 2-D trajectories by Rebecca RG, Giorgio A Ascoli, Nate M Sutton, Holger Dannenberg

“…However, the specific computational problem being solved by grid cells has remained elusive. …”
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“Rosary Sign” at Somatostatin Receptor PET in a Case of Recurrent Meningioma by Cesare Michele Iacovitti, Davide Giovanni Bosetti, Barbara Muoio, Marco Cuzzocrea, Gaetano Paone, Giorgio Treglia

“…A somatostatin receptor positron emission tomography/computed tomography (SR-PET/CT) scan with Gallium-68 DOTATATE was performed to confirm this suspicion. …”
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An Efficient Petrov–Galerkin Scheme for the Euler–Bernoulli Beam Equation via Second-Kind Chebyshev Polynomials by Youssri Hassan Youssri, Waleed Mohamed Abd-Elhameed, Amr Ahmed Elmasry, Ahmed Gamal Atta

“…This leads to a simplified system of algebraic equations with a recognizable pattern that facilitates effective inversion to produce an approximate spectral solution. …”
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Automatic PET-CT Image Registration Method Based on Mutual Information and Genetic Algorithms by Martina Marinelli, Vincenzo Positano, Francesco Tucci, Danilo Neglia, Luigi Landini

“…Hybrid PET/CT scanners can simultaneously visualize coronary artery disease as revealed by computed tomography (CT) and myocardial perfusion as measured by positron emission tomography (PET). …”
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Providing a Mathematical Routing-Inventory Model for the Drug Supply Chain Considering the Travel Time Dependence and Perishability on Multiple Graphs by Madad Ali, Martha Ng, Rui Dias, Iskandar Muda, Riyadh Al-Obaidi, Barno Abdullaeva, Himanshu Sharma, Hussein Mohammed Esmail Abu Al-Rejal, Ali Thaeer Hammid

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Unprecedented female mutation bias in the aye-aye, a highly unusual lemur from Madagascar. by Richard J Wang, Yadira Peña-García, Muthuswamy Raveendran, R Alan Harris, Thuy-Trang Nguyen, Marie-Claude Gingras, Yifan Wu, Lesette Perez, Anne D Yoder, Joe H Simmons, Jeffrey Rogers, Matthew W Hahn

“…One obstacle to understanding this pattern is its near universality-without variation in mutation bias, it is difficult to find an underlying cause. …”
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Consensus-Based Distributive Cooperative Spectrum Sensing for Mobile Ad Hoc Cognitive Radio Networks by Anam Raza, Waleed Ejaz, Syed Sohail Ahmed, Hyung Seok Kim

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Orbital Remodeling and 3-dimensional Printing in Delayed Orbital Floor Fracture Reconstructions by Brandon He, BMed, MD, BSc (Med) Hons 1, Yewon Kim, BMed, MD, Quan Ngo, MBBS (Hons), MS, FRACS

“…Further research to describe the mechanism and pattern of how this occurs is necessary. Computer-assisted design with 3-dimensional printing is a useful tool that can help overcome technical challenges in complex maxillofacial cases.…”
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Investigating Enhanced Cooling Load Estimation through Hybrid LSSVR Models by Ali Hassan, Hamza Rashid

“…Cooling load prediction technology is pivotal to boosting energy efficiency in cooling systems. Conventional computational models, encompassing both forward and inverse modeling, demand substantial computational resources and prolonged procedures. …”
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Effect of Near-Field Diffraction in Photolithography of Hexagonal Arrays for Dichroic Filters by Shaolin Zhou, Junbo Liu, Qian Deng, Changqing Xie, Mansun Chan

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Temporal Backtracking and Multistep Delay of Traffic Speed Series Prediction by Licheng Qu, Minghao Zhang, Zhaolu Li, Wei Li

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Comparative Study on Interaction of Form and Motion Processing Streams by Applying Two Different Classifiers in Mechanism for Recognition of Biological Movement by Bardia Yousefi, Chu Kiong Loo

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