Spectral Analysis of Light-Adapted Electroretinograms in Neurodevelopmental Disorders: Classification with Machine Learning by Paul A. Constable, Javier O. Pinzon-Arenas, Luis Roberto Mercado Diaz, Irene O. Lee, Fernando Marmolejo-Ramos, Lynne Loh, Aleksei Zhdanov, Mikhail Kulyabin, Marek Brabec, David H. Skuse, Dorothy A. Thompson, Hugo Posada-Quintero

“…Standard time domain and signal analysis features were evaluated in different machine learning models. …”
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Recognition of HER2 expression in hepatocellular carcinoma and its significance in postoperative tumor recurrence by Ji‐Hua Shi, Wen‐Zhi Guo, Yang Jin, Hua-Peng Zhang, Chun Pang, Jie Li, Pål‐Dag Line, Shui‐Jun Zhang

“…Trastuzumab intravenous injection inhibited in vivo tumor size and metastases (P < 0.05). Signal analysis revealed that HER2 functioned through upregulation of β‐catenin and inhibition of SMAD3. …”
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Modulation of brain activity in brain-injured patients with a disorder of consciousness in intensive care with repeated 10-Hz transcranial alternating current stimulation (tACS): a... by David Williamson, Francis Bernard, Stefanie Blain-Moraes, Caroline Arbour, Virginie Williams, Louis de Beaumont, Catherine Duclos, Béatrice P De Koninck, Daphnee Brazeau, Amelie A Deshaies, Marie-Michele Briand, Charlotte Maschke

“…Multimodal measures (blood samples, pupillometry, behavioural consciousness assessments (Coma Recovery Scale-revised), actigraphy measures) will be acquired from baseline up to 1 week after the stimulation. EEG signal analysis will focus on the alpha bandwidth (8–13 Hz) using spectral and functional network analyses. …”
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Gear Fault Diagnosis in Variable Speed Condition Based on Multiscale Chirplet Path Pursuit and Linear Canonical Transform by Xu Shuiqing, Zhang Ke, Chai Yi, He Yigang, Feng Li

“…The vibration signals analysis is a very effective and reliable method for detecting the gear failures. …”
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A New Cross-Shaped Graphite Furnace with Ballast Body for Reduction of Interferences in Atomic Absorption Spectrometry by A. A. Asweisi, H. M. Kuss

“…The sample was adsorbed strongly on the ballast and evaporated and transferred with different rates at different temperatures during the temperature program allowing the separation of analyte and matrix signals. Analysis of middle volatile element such as copper and manganese in standard urine sample (seronorm 2525) showed complete separation of analyte and background signals with good sensitivity and repeatability.…”
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Single-cell RNA sequencing and AlphaFold 3 insights into cytokine signaling and its role in uveal melanoma by Hongyan Sun, Cunzi Li, Zuhui Pu, Zuhui Pu, Ying Lu, Ying Lu, Zijing Wu, Zijing Wu, Lan Zhou, Lan Zhou, Hongzhan Lin, Yumo Wang, Tao Zi, Lisha Mou, Lisha Mou, Ming-ming Yang

“…Additionally, we constructed the Dictionary of Immune Responses to Cytokines at single-cell resolution to evaluate cytokine signatures.ResultsScRNA-seq revealed five major cell types within UVMs and subdivided them into seven distinct subtypes. Cytokine signaling analysis revealed differential expression of cytokine signaling in immune-related genes (CSIRGs) across these subtypes in primary and metastatic tumors. …”
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