Risk inventory and mitigation actions for AI in medical imaging—a qualitative study of implementing standalone AI for screening mammography by Annika Gerigoorian, Maha Kloub, Karin Dembrower, Mats Engwall, Fredrik Strand

“…Abstract Background Recent prospective studies have shown that AI may be integrated in double-reader settings to increase cancer detection. …”
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Advanced Anomaly Detection in Smart Grids Using Graph Convolutional Networks With Integrated Node and Line Sensor Data by Mahdi Zarif, Ramin Moghaddass

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High performance data integration for large-scale analyses of incomplete Omic profiles using Batch-Effect Reduction Trees (BERT) by Yannis Schumann, Simon Schlumbohm, Julia E. Neumann, Philipp Neumann

“…Abstract Data from high-throughput technologies assessing global patterns of biomolecules (omic data), is often afflicted with missing values and with measurement-specific biases (batch-effects), that hinder the quantitative comparison of independently acquired datasets. …”
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Integration of national demographic-disturbance relationships and local data can improve caribou population viability projections and inform monitoring decisions by Josie Hughes, Sarah Endicott, Anna M. Calvert, Cheryl A. Johnson

“…The model also acknowledges additional uncertainty and potential bias due to misidentification of sex or missing calves, through a term derived from a simple model of the recruitment survey observation process. …”
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Unsupervised Binary Classifier-Based Object Detection Algorithm with Integrated Background Subtraction Suitable for Use with Aerial Imagery by Gabija Veličkaitė, Ignas Daugėla, Ivan Suzdalev

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Tuck-KGC: based on tensor decomposition for diabetes knowledge graph completion model integrating Chinese and Western medicine by Jiangtao ZhangSun, Yu Xin Yang, Beiji Zou, Qinghua Peng, Xiao Xia Xiao

“…This method maps the types of medical entities to vectors, which are seamlessly integrated into the knowledge graph representation learning process. …”
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Integrative evidence reveals a new species of Hysterothylacium (Nematoda: Ascaridoidea), with the characterization of its complete mitochondrial genome by Hui-Xia Chen, Hai-Xia Qiao, Wen-Ting Zhao, Xiao-Hong Gu, Liang Li

“…The mitogenome of H. hainanense sp. n. is 14059 bp in length, including 12 protein coding genes (missing atp8), 22 tRNA genes, 2 rRNA genes and 2 non-coding regions, which has 67.0% of overall A + T content, and represents the lowest level of A + T content in the ascaridoid mitogenomes reported so far. …”
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How perceptual learning rewires brain connectivity: lessons from the visual system in a top-down perspective by Alan Consorti, Alan Consorti, Alessandro Sale

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MONet: cancer driver gene identification algorithm based on integrated analysis of multi-omics data and network models by Yingzan Ren, Tiantian Zhang, Jian Liu, Fubin Ma, Jiaxin Chen, Ponian Li, Guodong Xiao, Chuanqi Sun, Yusen Zhang

“…Identifying cancer driver genes is crucial for elucidating the molecular mechanisms of cancer, advancing targeted therapies, and uncovering novel biomarkers. Based on integrated analysis of Multi-Omics data and Network models, we present MONet, a novel cancer driver gene identification algorithm. …”
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Pushing Forward West Nile Virus Understanding: An Integrated One Health Genomic Surveillance Journey in Romagna (Italy) by Miss Martina Brandolini, Dr Alessandra Mistral De Pascali, Mr Giorgio Dirani, Ms Silvia Zannoli, Ms Irene Zaghi, Ms Ludovica Ingletto, Dr Antonio Lavazza, Dr Davide Lelli, Dr Michele Dottori, Dr Mattia Calzolari, Mr Massimiliano Guerra, Dr Carlo Biagetti, Prof Francesco Cristini, Dr Paolo Bassi, Dr Rino Biguzzi, Dr Andrea Porcellini, Dr Roberta Chicchi, Prof Monica Cricca, Prof Alessandra Scagliarini, Prof Vittorio Sambri

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Constructing a Risk Assessment Framework for Building Integrated Photovoltaic (BIPV) Projects from the Perspective of Four-Dimensional Risk by Kai Zhou, Lingli Gao

“…Building photovoltaic integration (BIPV) technology can effectively solve the urban energy shortage, environmental damage, and other environmental problems, which is of great significance to the sustainable development of the urban. …”
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An enhanced deep learning approach for speaker diarization using TitaNet, MarbelNet and time delay network by Muzamil Ahmed, Riad Alharbey, Ali Daud, Hikmat Ullah Khan, Javeria Nawal, Ghazia Arshad

“…Traditional speaker diarization methods, including clustering-based approaches, struggle with handling noise, overlapping speech, speaker variability, and high missed detection rates which cause performance issues of accuracy and robustness. …”
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Integration of female genital schistosomiasis into HIV/sexual and reproductive health and rights and neglected tropical diseases programmes and services: a scoping review by Isis Umbelino-Walker, Felicia Wong, Matteo Cassolato, Anastasia Pantelias, Julie Jacobson, Christine Kalume

“…Female genital schistosomiasis (FGS) affects approximately 56 million women and girls across sub-Saharan Africa and is associated with up to a threefold increased prevalence of HIV. Integrating FGS with HIV programmes as part of comprehensive sexual and reproductive health (SRH) services may be one of the most significant missed opportunities for preventing HIV incidence among girls and women. …”
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Integrating machine learning and reliability analysis: A novel approach to predicting heavy metal removal efficiency using biochar by Mohammad Sadegh Barkhordari, Chongchong Qi

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MERGE: A Modal Equilibrium Relational Graph Framework for Multi-Modal Knowledge Graph Completion by Yuying Shang, Kun Fu, Zequn Zhang, Li Jin, Zinan Liu, Shensi Wang, Shuchao Li

“…However, few methods consider the adverse effects caused by different missing modal information in the model learning process. …”
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Developing Integrated Old Age Psychiatry and Care of the Elderly Medicine Services for People With Parkinson’s Disease: Service Development and Evaluation by Jennifer Parker, Seona Duroux, Thushanthy Prasath, Catherine Penman, Emma Stratton

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Detecting cell-type-specific allelic expression imbalance by integrative analysis of bulk and single-cell RNA sequencing data. by Jiaxin Fan, Xuran Wang, Rui Xiao, Mingyao Li

“…BSCET also uncovered cell-type-specific AEIs that were missed in bulk data analysis when the directions of AEI are opposite in different cell types. …”
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Association between the Stanford Integrated Psychosocial Assessment for Transplant and 1‐year medication nonadherence after living kidney transplantation by Kosuke Takano, Sayaka Kobayashi, Hidehiro Oshibuchi, Junko Tsutsui, Satoko Ito, Rumiko Kamba, Rie Akaho, Katsuji Nishimura

“…Abstract Aim This study investigated the association between the Stanford Integrated Psychosocial Assessment for Transplantation (SIPAT) and medication nonadherence (MNA) in living kidney transplantation (LKT) recipients. …”
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Using drawing to learn about figurative language among tertiary EFL English literature students by Clara Boon Ing Ling, Che Aleha Ladin, Jia Wei Lim

“…Nevertheless, there is still a missing link on how drawing functions as a tool for tertiary English as a Foreign Language (EFL) English Literature students to learn about, specifically, figurative language. …”
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WORLD ECONOMY AFTER THE GREAT RECESSION: WEAK DYNAMICS, IMPACT OF THE COLD WAR ECHO by Ruslan I. Khasbulatov

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