Prognostic significance of neutrophil extracellular trap-related genes in childhood acute lymphoblastic leukemia: insights from multi-omics and in vitro experiment by Cheng Chen, Yu Ma, Yadai Gao, Huiqing Ge, Xiaochun Zhang

“…Background This study aimed to develop a prognostic model based on extracellular trap-related genes (NETRGs) for patients with cALL.Methods Data from the TARGET-ALL-P2 and TARGET-ALL-P3 cohorts in the Genomic Data Commons database, the transcriptome dataset GSE26713, the single-cell transcriptome dataset GSE130116 from the Gene Expression Omnibus database and 306 NETRGs identified were analysed. …”
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Minor Antigen Disparities Impede Induction of Long Lasting Chimerism and Tolerance through Bone Marrow Transplantation with Costimulation Blockade by Sinda Bigenzahn, Ines Pree, Christoph Klaus, Nina Pilat, Benedikt Mahr, Elisabeth Schwaiger, Patrick Nierlich, Friedrich Wrba, Thomas Wekerle

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Association between sleep disorders and subsequent heart failure by Jamschid Sedighi, Mark Luedde, Julia Gaensbacher-Kunzendorf, Hans-Joerg Hippe, Pascal Bauer, Birgit Assmus, Samuel Sossalla, Karel Kostev

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Mycotoxicological monitoring. Part 3. Feedstuffs from raw grain processing by G. P. Kononenko, A. A. Burkin, Ye. V. Zotova

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Evaluation of indirect indices in the insulin resistance assessment in patients with different body mass index by Lejla Čano Dedić, Arzija Pašalić, Emsel Papić, Emir Begagić, Sabina Šečić Selimović, Mario Gazibarić, Sabina Šegalo

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PCA and PSO based optimized support vector machine for efficient intrusion detection in internet of things by Mutkule Prasad Raghunath, Shyam Deshmukh, Poonam Chaudhari, Sunil L. Bangare, Kishori Kasat, Mohan Awasthy, Batyrkhan Omarov, Rajesh R. Waghulde

“…This approach utilises the publicly accessible NSL KDD dataset as its input dataset. During the data collecting process for NSL-KDD, all symbolic qualities are transformed into their corresponding numerical representations. …”
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Atherogenic Index of Plasma (AIP) a Tool to Assess Changes in Cardiovascular Disease Risk Post Laparoscopic Sleeve Gastrectomy by Eman Al Shawaf, Ebaa Al-Ozairi, Fahad Al-Asfar, Anwar Mohammad, Shaima Al-Beloushi, Sriraman Devarajan, Fahd Al-Mulla, Jehad Abubaker, Hossein Arefanian

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Statistical match reports of the 2022 volleyball World Championship in the context of network analysis with Gephi by Sergii Iermakov, Tetiana Yermakova, Krzysztof Wnorowski

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Klasifikasi Sinyal Phonocardiogram Menggunakan Short Time Fourier Transform dan Convolutional Neural Network by Muhammad Alwi Adnan Amal, Dodi Zulherman, Rahmat Widadi

“…Pengujian rancangan sistem menggunakan dataset sekunder dengan 2.575 rekaman PCG normal dan 665 rekaman PCG abnormal dalam format wav. …”
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Use of Anabolic-Androgenic Steroids and Male Fertility: A Systematic Review and Meta-analysis by Prashant Motiram Mulawkar, Pankaj N. Maheshwari, Vineet Gauhar, Sumeet Gopal Agrawal, Taofiq Olayinka Mohammed, Abhishek Gajendra Singh, Gopal Ramdas Tak, Utsav Shailesh Shah, Deepali Parthsarthi Shukla, Deepali Mamankar

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The Use of Artificial Intelligence and Wearable Inertial Measurement Units in Medicine: Systematic Review by Ricardo Smits Serena, Florian Hinterwimmer, Rainer Burgkart, Rudiger von Eisenhart-Rothe, Daniel Rueckert

“…(3) What are the characteristics of the datasets used for in this fields? ResultsThe median dataset size is of 50 participants, which poses significant limitations for AI models given their dependency on large datasets for effective training and generalization. …”
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Timing of risk factors, prodromal features, and comorbidities of dementia from a large health claims case–control study by Stefan Teipel, Manas Akmatov, Bernhard Michalowsky, Steffi Riedel-Heller, Jens Bohlken, Jakob Holstiege

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Impact of aspirin on biochemical recurrence of prostate cancer after robot assisted radical prostatectomy in a multicenter retrospective cohort study by Shuhei Suzuki, Hiromitsu Negoro, Masashi Kubota, Takayuki Sumiyoshi, Ryoichi Saito, Tomoya Okuno, Takehiko Segawa, Shigeki Fukuzawa, Hiroyuki Onishi, Kodai Hattahara, Kanji Nagahama, Yuya Sekine, Ryoma Kurahashi, Kimihiro Shimatani, Atsuro Sawada, Shusuke Akamatsu, Hiroyuki Nishiyama, Takayuki Goto, Takashi Kobayashi

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Kombinasi Feature Selection Fisher Score dan Principal Component Analysis (PCA) untuk Klasifikasi Cervix Dysplasia by Krisan Aprian Widagdo, Kusworo Adi, Rahmat Gernowo

“…And then PCA transforms candidate features into a new uncorrelated dataset. Artificial Neural Network Backpropagation used to evaluate performance combination FScore PCA. …”
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Genotyped cluster investigations versus standard contact tracing: comparative impact on latent tuberculosis infection cascade of care in a low-incidence region by Michael Asare-Baah, Marie Nancy Séraphin, LaTweika A.T. Salmon-Trejo, Lori Johnston, Lina Dominique, David Ashkin, Krishna Vaddiparti, Awewura Kwara, Anthony T. Maurelli, Michael Lauzardo

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Characteristics Associated with Successful Residency Match in General Surgery by Reagan A. Collins, BA, Kaitlyn Nimmer, BA, Salma A. Sheriff, BS, Tania K. Arora, MD, Anai N. Kothari, MD, MS, Carrie Cunningham, MD, MPH, Callisia N. Clarke, MD, MS

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Synthetic Data Generation and Evaluation Techniques for Classifiers in Data Starved Medical Applications by Wan D. Bae, Shayma Alkobaisi, Matthew Horak, Siddheshwari Bankar, Sartaj Bhuvaji, Sungroul Kim, Choon-Sik Park

“…This paper addresses the problem of class imbalance, given the scarcity of training datasets by improving the quality of generated data. …”
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Insights into the contribution of multiple factors on Ixodes ricinus abundance across Europe spanning 20 years using different machine learning algorithms by Samantha Lansdell, Abin Zorto, Misaki Seto, Edessa Negera, Saeed Sharif, Sally Cutler

“…The study demonstrated that Agglomerative Hierarchical Clustering (AC) methods and Linear Regression (LR) modelling performed best with this dataset. Our findings revealed that land use and rainfall were the primary contributors to I. ricinus abundance, with temperature playing a lesser role. …”
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Clinical Burden and Healthcare Resource Use of Asthma in Children in the UK by Gouia I, Joulain F, Zhang Y, Morgan CL, Khan AH

“…We assessed the clinical and economic burden of asthma in children in the UK to better understand the impact of pediatric asthma.Methods: This was a retrospective, case-matched, longitudinal analysis using the Clinical Practice Research Datalink GOLD database and linked patient-level data (Hospital Episode Statistics and Office for National Statistics datasets) of selected patient (aged 6– 11 years) records in 2017. …”
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ECG-LM: Understanding Electrocardiogram with a Large Language Model by Kai Yang, Massimo Hong, Jiahuan Zhang, Yizhen Luo, Suyuan Zhao, Ou Zhang, Xiaomao Yu, Jiawen Zhou, Liuqing Yang, Ping Zhang, Mu Qiao, Zaiqing Nie

“…To address the scarcity of text–ECG data, we generated text–ECG pairs by leveraging detailed ECG pattern descriptions from medical guidelines, creating a robust dataset for pre-training ECG-LM. Additionally, we fine-tune ECG-LM with public clinical conversation datasets and build an additional supervised fine-tuning dataset based on real clinical data from the hospital, aiming to provide a more comprehensive and customized user experience. …”
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