APPLICATION AND PERFORMANCE COMPARISON OF MULTI-OUTPUT MACHINE LEARNING FOR NUMERICAL-NUMERICAL AND NUMERICAL-CATEGORICAL OUTPUTS by Karin Joan, Robyn Irawan, Benny Yong

“…Meanwhile, the Multi-Output Neural Network model successfully improved the prediction results for both output variables. …”
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Alveolar Socket Sealing Using Mucosal Grafts for Alveolar Ridge Preservation by Nurul Ain Binti Mohamed Yusof, Rusmizan bin Yahaya, Yuhaniz bt Ahmad Yaziz

“…Alveolar Socket Sealing (ASS) is a procedure that utilizes mucosal grafts or biomaterials to seal the socket, either to complement GBR or function independently to preserve soft tissue and prevent tissue collapse. …”
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An Augmented Reality Head-Up Display System with a Wide-View Eyebox by Pei-Jung Wu, Chih-Hao Chuang, Chien-Yu Chen, Jeng-Han Wu, Bor-Shyh Lin

“…The horizontal angle of view of an eyebox is increased from 2.51° to 7.22°, and the size of the eyebox is 31.68 cm × 12.48 cm, allowing a wide-view laser-based head-up display with the large-angle beam-splitting function being successfully designed. It would not affect the field of view on the road, and this system could reduce the space and be arranged easily in a vehicle. …”
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Robust Adaptive Path Tracking Control Scheme for Safe Autonomous Driving via Predicted Interval Algorithm by Cong Phat Vo, Jungeun Lee, Jeong Hwan Jeon

“…Based on the estimated system parameters, an interval predictor is deployed to improve the prediction accuracy in the primary control action design. Successively, the unconstrained output feedback-based robust controller is proposed to yield the closed-loop system stabilization by utilizing predicted interval output only. …”
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High-throughput bioprinting of spheroids for scalable tissue fabrication by Myoung Hwan Kim, Yogendra Pratap Singh, Nazmiye Celik, Miji Yeo, Elias Rizk, Daniel J. Hayes, Ibrahim T. Ozbolat

“…Abstract Tissue biofabrication mimicking organ-specific architecture and function requires physiologically-relevant cell densities. …”
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Urodynamics tests for the diagnosis and management of male bladder outlet obstruction: long-term follow-up of the UPSTREAM non-inferiority RCT by Madeleine Clout, Amanda L Lewis, Madeleine Cochrane, Grace J Young, Paul Abrams, Peter S Blair, Christopher Chapple, Gordon T Taylor, Sian Noble, Tom Steuart-Feilding, Jodi Taylor, J Athene Lane, Marcus J Drake

“…There was also no difference in other lower urinary tract symptoms, sexual function or quality of life. Routine data were received for 98% of men. …”
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Urodynamics tests for the diagnosis and management of male bladder outlet obstruction: long-term follow-up of the UPSTREAM non-inferiority RCT by Madeleine Clout, Amanda L Lewis, Madeleine Cochrane, Grace J Young, Paul Abrams, Peter S Blair, Christopher Chapple, Gordon T Taylor, Sian Noble, Tom Steuart-Feilding, Jodi Taylor, J Athene Lane, Marcus J Drake

“…There was also no difference in other lower urinary tract symptoms, sexual function or quality of life. Routine data were received for 98% of men. …”
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Advancing the Frontiers of Deep Learning for Low-Dose 3D Cone-Beam CT Reconstruction by Ander Biguri, Subhadip Mukherjee, Xuzhi Zhao, Xi Liu, Xinyi Wang, Rui Yang, Yi Du, Yahui Peng, Mikael Brudfors, Mark Graham, Hyungon Ryu, Oliver Kutter, Andreas Hauptmann, Mustafa Al-Rubaye, Miika T. Nieminen, Mikael A. K. Brix, Austin Yunker, Rajkumar Kettimuthu, John C. Roeske, Sasidhar Alavala, Subrahmanyam Gorthi, Carola-Bibiane Schonlieb

“…The classical variational approach for CT reconstruction minimizes an energy functional using an appropriate iterative algorithm. …”
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Construction of A Thermoelectric Coolbox System With Ice Pack Modification for Mango Storage Based on The Internet of Things by Fauzan Amri, Ardiansyah Rahma Putra, Moh. Abdul Gofur, Doli Bonardo

“…The cold sink and heatsink components function effectively in absorbing and releasing heat to the environment. …”
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Improving Data Communication of Enhanced Loran Systems Using 128-<i>ary</i> Polar Codes by Ruochen Jia, Yunxiao Li, Daiming Qu

“…This paper introduces a significant advancement by proposing the replacement of the conventional RS code with a 128-<i>ary</i> polar code, which is designed to maintain compatibility with the established 128-<i>ary</i> Pulse Position Modulation (PPM) scheme integral to eLoran’s positioning function. A Soft–Soft (SS) demodulation method, based on a correlation receiver, is developed to provide the requisite soft information for the effective Successive Cancellation List (SCL) decoding of the 128-<i>ary</i> polar code. …”
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Cryopreservation of human lung tissue for 3D ex vivo analysis by Nickolas G. Diodati, Ganlin Qu, Borna Mehrad, Matthew A. Schaller

“…Specific considerations are required to properly maintain fundamental aspects of tissue structure, properties, and function throughout the cryopreservation process. The examples of existing cryopreservation systems successfully employed to amass cryobanks, and ex vivo culture techniques compatible with cryopreservation, are discussed herein, with the goal of indicating the potential of cryopreservation in ex vivo human lung tissue culture and highlighting opportunities for cryopreservation to expand the utility of ex vivo human lung culture systems in the pursuit of clinically relevant discoveries.…”
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Reinforcement Learning-Based UAV Swarm Fission–Fusion Approach With Real-World Data-Integrated Validation by Xiaorong Zhang, Dacheng Qi, Wenrui Ding, Xinrui Zhang, Qingyi Liu, Yufeng Wang

“…This paper proposes a reinforcement learning–based UAV swarm fission–fusion approach with real-world data integrated validation for the swarm’s fission-fusion behavior in response to multiple unknown dynamic disturbances, along with a system validation method utilizing real-world data. The proposed approach effectively integrates fission–fusion dynamics with perception and control to enable UAV swarms to function robustly in the presence of such disturbances. …”
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Perspective and update: intrapleural fibrinolytic therapy for pleural infections and other forms of pleural organization by Torry A. Tucker, Andrey A. Komissarov, Steven Idell

“…How each agent may affect the activity or function of the other in the combination remains unclear. …”
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Design and Development of a Public AI Referee Assistance System Based on Harmony OS Platform by Jingjing Zhao, Chang Zhu, Bo Leng, Jiantao Qi

“…The Hawkeye system was regarded as a successful and effective referee assistant in commercial applications. …”
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Analyzing analytical and software methods for deep foundation analysis and presenting a new solution for determining pile capacity using the PDA test by Ahmad Honarjoo, Vahed Ghiasi

“…In this system, the pile capacity for a chosen number of piles was finally determined by successfully combining a number of neural networks. The suggested system extends earlier neural networks for a comparable function and uses a self-organizing neural network for a set of data in training, testing, and valid datasets. …”
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Exploring the State-of-the-Art Algorithms for Brain Tumor Classification Using MRI Data by Joice J Anish, D Ajitha

“…Brain structural magnetic resonance image (MRI) is a very useful way to learn about the structure and function of the brain. For doctors, finding and classifying brain tumor (BT) is a routine and difficult procedure. …”
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Study on the changes in the microbiome before and after seed embryo after-ripening of Fritillaria cirrhosa by Wenshang Li, Wenshang Li, Can Zhao, Can Zhao, Qian Tao, Qian Tao, Weimin Zhang, Weimin Zhang, Hai Wang, Guiqi Han, Guiqi Han, Zhuyun Yan, Zhuyun Yan

“…Functional validation revealed that most culturable fungi with sharply increased relative abundance had cellulase-degrading abilities, while most of the bacterial isolates were capable of absorbing and utilizing C, N, S, P, and Fe elements. …”
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Ruminal Yeast Strain with Probiotic Potential: Isolation and Characterization and Its Effect on Rumen Fermentation In Vitro by Pin Song, Xiaoran Yang, Manman Hou, Yue Chen, Liping Liu, Yuyan Feng, Yingdong Ni

“…At the phylum and genus taxonomic levels, <i>Candida rugosa</i> (NJ-5) yeast culture addition increased the relative abundance of several functionally important bacterial groups in the rumen microbial community. …”
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Is the hybrid tiger trout a suitable recipient for the transplantation of salmonid spermatogonia? by Zoran Marinović, Jelena Lujić, György Hoitsy, Boglárka Hoitsy, Márton Hoitsy, Ilija Šćekić, Réka Enikő Balogh, Seleman Samwel Shimo, Kinga Katalin Lefler, Balázs Kovács, Béla Urbányi, Ákos Horváth

“…Recipients were reared up to 3 years post-transplantation (ypt), and transplantation success was tested by (1) the production of functional gametes, (2) development of recipient gonads past the baseline development assessed through histological analyses and (3) detection of donor cells inside of recipient gonads through molecular analyses. …”
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Innovative treatment of toxic oily petroleum wastewater with magnetic sludge under UVA light by Saeedeh Rastgar, Habibollah Younesi, Hassan Rezeai, Hajar Abyar

“…The utilization of these diverse analytical methods provides robust evidence of the structural and functional integrity of the synthesized photocatalyst. …”
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