Suchergebnisse - "algorithm development"

Exact Diffusion for Distributed Optimization and Learning-Part I: Algorithm Development von Yuan, Kun, Ying, Bicheng, Zhao, Xiaochuan, Sayed, Ali H.

“… This paper develops a distributed optimization strategy with guaranteed exact convergence for a broad class of left-stochastic combination policies. The …”
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Decentralized Rank-Adaptive Matrix Factorization-Part I: Algorithm Development von Jiao, Yuchen, Gu, Yuantao, Chang, Tsung-Hui, Luo, Zhi-Quan

“… Factorizing a low-rank matrix into two matrix factors with low dimensions from its noisy observations is a classical but challenging problem arising from …”
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EVICAN—a balanced dataset for algorithm development in cell and nucleus segmentation von Schwendy, Mischa, Unger, Ronald E, Parekh, Sapun H

“… Abstract Motivation Deep learning use for quantitative image analysis is exponentially increasing. However, training accurate, widely deployable deep learning …”
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Nuclear Medicine and Artificial Intelligence: Best Practices for Algorithm Development von Bradshaw, Tyler J, Boellaard, Ronald, Dutta, Joyita, Jha, Abhinav K, Jacobs, Paul, Li, Quanzheng, Liu, Chi, Sitek, Arkadiusz, Saboury, Babak, Scott, Peter J H, Slomka, Piotr J, Sunderland, John J, Wahl, Richard L, Yousefirizi, Fereshteh, Zuehlsdorff, Sven, Rahmim, Arman, Buvat, Irène

“… Users and developers can avoid some of the pitfalls of AI by recognizing and following best practices in AI algorithm development …”
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RNA sequencing and swarm intelligence-enhanced classification algorithm development for blood-based disease diagnostics using spliced blood platelet RNA von Best, Myron G, In 't Veld, Sjors G J G, Sol, Nik, Wurdinger, Thomas

“… Blood-based diagnostics tests, using individual or panels of biomarkers, may revolutionize disease diagnostics and enable minimally invasive therapy …”
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The ASTRA Toolbox: A platform for advanced algorithm development in electron tomography von van Aarle, Wim, Palenstijn, Willem Jan, De Beenhouwer, Jan, Altantzis, Thomas, Bals, Sara, Batenburg, K. Joost, Sijbers, Jan

“… We present the ASTRA Toolbox as an open platform for 3D image reconstruction in tomography. Most of the software tools that are currently used in electron …”
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Clinically Applicable Segmentation of Head and Neck Anatomy for Radiotherapy: Deep Learning Algorithm Development and Validation Study von Nikolov, Stanislav, Blackwell, Sam, Zverovitch, Alexei, Mendes, Ruheena, Livne, Michelle, De Fauw, Jeffrey, Patel, Yojan, Meyer, Clemens, Askham, Harry, Romera-Paredes, Bernadino, Kelly, Christopher, Karthikesalingam, Alan, Chu, Carlton, Carnell, Dawn, Boon, Cheng, D'Souza, Derek, Moinuddin, Syed Ali, Garie, Bethany, McQuinlan, Yasmin, Ireland, Sarah, Hampton, Kiarna, Fuller, Krystle, Montgomery, Hugh, Rees, Geraint, Suleyman, Mustafa, Back, Trevor, Hughes, Cían Owen, Ledsam, Joseph R, Ronneberger, Olaf

“… Background: Over half a million individuals are diagnosed with head and neck cancer each year globally. Radiotherapy is an important curative treatment for …”
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Enhanced deep learning algorithm development to detect pain intensity from facial expression images von Bargshady, Ghazal, Zhou, Xujuan, Deo, Ravinesh C., Soar, Jeffrey, Whittaker, Frank, Wang, Hua

“… •Automated detection of pain from facial expressions is a challenge in medical care.•A new deep neural network algorithm designed to detection pain intensity …”
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Crowdsourcing seizure detection: algorithm development and validation on human implanted device recordings von Baldassano, Steven N, Brinkmann, Benjamin H, Ung, Hoameng, Blevins, Tyler, Conrad, Erin C, Leyde, Kent, Cook, Mark J, Khambhati, Ankit N, Wagenaar, Joost B, Worrell, Gregory A, Litt, Brian

“… There exist significant clinical and basic research needs for accurate, automated seizure detection algorithms. These algorithms have translational potential …”
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Algorithm development and validation for satellite-derived distributions of DOC and CDOM in the U.S. Middle Atlantic Bight von Mannino, Antonio, Russ, Mary E., Hooker, Stanford B.

“… Oceanographic cruises were conducted within the U.S. Middle Atlantic Bight (MAB) to collect field measurements to develop algorithms to retrieve surface ocean …”
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Defects Recognition Algorithm Development from Visual UAV Inspections von Avdelidis, Nicolas P., Tsourdos, Antonios, Lafiosca, Pasquale, Plaster, Richard, Plaster, Anna, Droznika, Mark

“… Aircraft maintenance plays a key role in the safety of air transport. One of its most significant procedures is the visual inspection of the aircraft skin for …”
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Academic machine learning researchers' ethical perspectives on algorithm development for health care: a qualitative study von Kasun, Max, Ryan, Katie, Paik, Jodi, Lane-McKinley, Kyle, Dunn, Laura Bodin, Roberts, Laura Weiss, Kim, Jane Paik

“… Every participant viewed their algorithm development work as holding ethical significance …”
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An intelligent evolutionary extreme gradient boosting algorithm development for modeling scour depths under submerged weir von Tao, Hai, Habib, Maria, Aljarah, Ibrahim, Faris, Hossam, Afan, Haitham Abdulmohsin, Yaseen, Zaher Mundher

“… •An enhanced artificial intelligence model is developed to predict depth scouring.•Meta-heuristic algorithm is integrated to solve the hyper-parameter …”
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Cross-layer optimization for OFDM wireless networks-part II: algorithm development von Guocong Song, Guocong Song, Ye Li, Ye Li

“… We have established a theoretical framework for cross-layer optimization in orthogonal frequency division multiplexing (OFDM) wireless networks. In this paper, …”
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Hierarchical Decentralized Network Reconfiguration for Smart Distribution Systems-Part I: Problem Formulation and Algorithm Development von Fei Ding, Loparo, Kenneth A.

“… This paper presents a hierarchical decentralized agent-based network reconfiguration methodology to minimize power losses for smart distribution systems. A …”
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Capacity-oriented passenger flow control under uncertain demand: Algorithm development and real-world case study von Xu, Xin-yue, Liu, Jun, Li, Hai-ying, Jiang, Man

“… •Introduce a problem how to passenger flow control under uncertain demand.•Propose an analysis framework of subway station service capacity for passenger flow …”
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A Deep-Learning Algorithm (ECG12Net) for Detecting Hypokalemia and Hyperkalemia by Electrocardiography: Algorithm Development von Lin, Chin-Sheng, Lin, Chin, Fang, Wen-Hui, Hsu, Chia-Jung, Chen, Sy-Jou, Huang, Kuo-Hua, Lin, Wei-Shiang, Tsai, Chien-Sung, Kuo, Chih-Chun, Chau, Tom, Yang, Stephen JH, Lin, Shih-Hua

“… The detection of dyskalemias-hypokalemia and hyperkalemia-currently depends on laboratory tests. Since cardiac tissue is very sensitive to dyskalemia, …”
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Robust algorithm development of frequency estimation in smart grid von Yu, Yongqian, Yang, Yi, Wang, Xinyang, Lv, Lehao, Chen, Yuan

“… Recently, the augmented complex least mean square (ACLMS) algorithm has been shown to be an effective frequency estimator in unbalanced three-phase power …”
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Reproducible Machine Learning Methods for Lung Cancer Detection Using Computed Tomography Images: Algorithm Development and Validation von Yu, Kun-Hsing, Lee, Tsung-Lu Michael, Yen, Ming-Hsuan, Kou, S C, Rosen, Bruce, Chiang, Jung-Hsien, Kohane, Isaac S

“… Chest computed tomography (CT) is crucial for the detection of lung cancer, and many automated CT evaluation methods have been proposed. Due to the divergent …”
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A Fully Automated Supraglacial lake area and volume Tracking (“FAST”) algorithm: Development and application using MODIS imagery of West Greenland von Williamson, Andrew G., Arnold, Neil S., Banwell, Alison F., Willis, Ian C.

“… Supraglacial lakes (SGLs) on the Greenland Ice Sheet (GrIS) influence ice dynamics if they drain rapidly by hydrofracture. MODIS data are often used to …”
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