Innovative approaches for skin disease identification in machine learning: A comprehensive study by Kuldeep Vayadande, Amol A. Bhosle, Rajendra G. Pawar, Deepali J. Joshi, Preeti A. Bailke, Om Lohade

“…Each algorithm is scrutinized for its strengths and limitations, providing valuable insights into their applicability in dermatological practice. …”
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Iterative Assessment of Edge Criticality: Efficiency Enhancement or Hidden Insufficiency Detection by Vasily Lubashevskiy, Hamza Ejjbiri, Ihor Lubashevsky

“…The second is the Optimization-based approach, which treats network decomposition as an integral process and optimizes the edge sequence for network decomposition using genetic-like algorithms. …”
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The diagnostic performance evaluation of the SD BIOLINE HIV/syphilis Duo rapid test in southern Ethiopia: a cross-sectional study by Techalew Shimelis, Endale Tadesse

“…Individuals <15 years of age or syphilis treated or those with ≤50 cells/µL CD4 cell count were originally excluded.Outcome measures HIV screening was carried out according to the national rapid diagnostic testing (RDT) algorithm: Shenghai Kehua Bioengineering (KHB) test kit as a screening test, followed by the HIV1/2 STAT-PAK assay if positive. …”
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Secukinumab Persistence in Patients with Psoriatic Arthritis: An Adalimumab-Matched Retrospective Cohort Database Study (FLYWAY) by Hideto Kameda, Kentaro Ishii, Junna Kiriyama, Toshiaki Mikami, Hideya Uratsuji, Akimichi Morita

“…Usefulness was evaluated using a published algorithm. Selected adverse events were documented. …”
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Antibiotic-loaded cement spacer for treatment of Klebsiella infected total hip and knee arthroplasty by Barjaktarović Radoslav, Radoičić Dragan, Mitković Milorad

“…The aim of this study was to identify an effective treatment algorithm for multidrug resistant Klebsiella spp. caused THA or TKA infections. …”
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Integrated Bidding and Battery Scheduling in a Microgrid for Sealed-Bid Double Auction Power Trading With Peer Microgrids Under Uncertainty and Its Blockchain-Based Implementation by Zubin J. B., Sunitha R., Gopakumar Pathirikkat

“…In contrast to existing approaches that treat these components independently, our method explicitly models their interdependency for maximizing trading efficiency. …”
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Predicting asphaltene precipitation during natural depletion of oil reservoirs by integrating SARA fractions with advanced intelligent models by Behnam Amiri-Ramsheh, Sara Sahebalzamani, Reza Zabihi, Abdolhossein Hemmati-Sarapardeh

“…To train the CFNN, the Levenberg-Marquardt (LM) algorithm was implemented. Various statistical and visual assessments were conducted to validate the reliability and precision of constructed models. …”
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Virological failure and antiretroviral resistance among HIV-infected children after five years follow-up in the ANRS 12225-PEDIACAM cohort in Cameroon. by Paul Alain Tagnouokam-Ngoupo, Ida Calixte Penda, Jules Brice Tchatchueng Mbougua, Suzie Tetang Ndiang, Francis Yuya Septoh, Angeladine Kenne, Jeannine Eboumbou Ngallè, Sorel Jakpou, Francis Ateba Ndongo, Josiane Warszawski, Albert Faye, Mathurin Cyrille Tejiokem, ANRS-Pediacam Study Group

“…VF was the main outcome and HIV drug resistance test was performed using the ANRS procedures and algorithm.<h4>Results</h4>Data from 155 children were analyzed. …”
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Evaluation of the clinical efficacy of anti-asthma pharmacotherapy in children using the software package based on the Fishburn method by O. V. Zhukova, I. V. Nikiforova

“…We retrospectively analyzed the results of pharmacotherapy in 608 pediatric patients with BA treated in the hospital of Nizhny Novgorod in 2014-2015. …”
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Requalification of patients with severe asthma for biological therapy—Practical ‘ReQuaBi’ rate decision scheme based on the analytical model by Alicja Majos, Anna Ben Drissi, Maciej Kupczyk, Michał Panek

“…Objective The aim of the study was to prepare a universal decision‐making algorithm for requalifying patients for biological therapy based on available clinical data obtained from a leading reference centre in Poland. …”
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Mathematical model for predicting the performance of photovoltaic system with delayed solar irradiance by Siti Nurashiken Md Sabudin, Norazaliza Mohd Jamil

“…The numerical solution is obtained by adopting the 4th-order Runge Kutta method coupled with a parameter fitting technique, the Nelder Mead algorithm, which is implemented by using MATLAB software. …”
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Multimodal Fusion Multi-Task Learning Network Based on Federated Averaging for SDB Severity Diagnosis by Songlu Lin, Renzheng Tang, Yuzhe Wang, Zhihong Wang

“…A shared feature extractor is combined with task-specific heads to enable joint diagnosis, while the FedAvg algorithm is employed to facilitate decentralized training across multiple institutions without sharing raw data, thereby preserving privacy and addressing non-IID challenges. …”
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Multimodal Classification of Alzheimer’s Disease Using Longitudinal Data Analysis and Hypergraph Regularized Multi-Task Feature Selection by Shuaiqun Wang, Huan Zhang, Wei Kong

“…Therefore, in this paper, we propose a multi-task feature selection algorithm for Alzheimer’s disease classification based on longitudinal imaging and hypergraphs (THM2TFS). …”
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Development and validation of novel machine learning-based prognostic models and propensity score matching for comparison of surgical approaches in mucinous breast cancer by Chunmei Chen, Jundong Wu, Yutong Fang, Yong Li, Qunchen Zhang

“…Ten machine learning algorithms were utilized to develop prognostic models, which were further validated using MBC patients from two Chinese hospitals. …”
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CONTRAST-ENHANCED COMPUTED TOMOGRAPHIC CHOLANGIOGRAPHY IN DIFFERENTIAL DIAGNOSIS OF THE MALIGNANT AND BENIGN CAUSES OF BILIARY OBSTRUCTION by V. V. Zarubin, A. P. Kurazhov, V. D. Zavadovskaja, O. V. Rodionova, O. S. Tonkikh, I. Yu. Klinovitskiy, M. A. Zorkaltsev, V. I. Haritonkin

“…There is no generally accepted algorithm for determining the causes of biliary obstruction. …”
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Graph Neural Network Aided Detection for the Multi-User Multi-Dimensional Index Modulated Uplink by Xinyu Feng, Mohammed El-Hajjar, Chao Xu, Lajos Hanzo

“…Explicitly, in CS-SFIM, the information bits are mapped to both spatial- and frequency-domain indices, where we treat the activation patterns of the transmit antennas and of the subcarriers separately. …”
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Development of a Short-Range Multispectral Camera Calibration Method for Geometric Image Correction and Health Assessment of Baby Crops in Greenhouses by Sabina Laveglia, Giuseppe Altieri, Francesco Genovese, Attilio Matera, Luciano Scarano, Giovanni Carlo Di Renzo

“…The approach relied on selecting the red band image as a reference, while the remaining bands were treated as moving images. The stereo camera calibration algorithm estimated the target distance, enabling the correction of band misalignment through previously developed models. …”
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Integrating taxonomic and phenotypic information through FISH-enhanced flow cytometry for microbial community dynamics analysis by Valérie Mattelin, Josefien Van Landuyt, Frederiek-Maarten Kerkhof, Yorick Minnebo, Nico Boon

“…Finally, a predictive algorithm was trained to correctly classify samples in the differently treated groups. …”
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Mixed nontuberculous mycobacteria in an immunocompromised patient with progressive multifocal leukoencephalopathy by Dr Christoffel Opperman, Dr Janet Scott, Dr Aliasgar Esmail, Dr Sarishna Singh, Mr Yonas Ghebrekristos, Prof Rob warren, Dr Wynand Goosen

“…NTM mixtures present significant challenges due to its difficult-to-treat nature, lack of clear treatment guidelines, uncertain prognostic outcomes, and limited diagnostic modalities. …”
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Preoperative structural networks based on DTI predicts initial subthalamic nucleus stimulation outcome in parkinson’s disease by Xiaoyue Wang, Chunyao Zhou, Fangfang Xie, Xuyang Wang, Xiaoyu Chen, Junmei Zhang, Haofei Wang, Rong Li, Xinghui He, Zhuanyi Yang, Dingyang Liu, Zhiquan Yang

“…Abstract Deep brain stimulation (DBS) is widely used to treat Parkinson’s disease (PD), but its efficacy varies. …”
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