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For Huntington disease, identification of brain regions related to motor impairment can be useful for developing interventions to alleviate the motor symptom, the major symptom of the disease. However, the effects from the brain regions to…

Methodology · Statistics 2020-07-14 Rakheon Kim , Samuel Mueller , Tanya P. Garcia

Head-and-neck cancer (HNC) planning is difficult because multiple critical organs-at-risk (OARs) are close to complex targets. Intensity-modulated carbon-ion therapy (IMCT) offers superior dose conformity and OAR sparing but remains slow…

Machine Learning · Computer Science 2025-11-05 Jueye Zhang , Chao Yang , Youfang Lai , Kai-Wen Li , Wenting Yan , Yunzhou Xia , Haimei Zhang , Jingjing Zhou , Gen Yang , Chen Lin , Tian Li , Yibao Zhang

Background: Acute kidney injury (AKI), the decline of kidney excretory function, occurs in up to 18% of hospitalized admissions. Progression of AKI may lead to irreversible kidney damage. Methods: This retrospective cohort study includes…

Future 21 cm intensity mapping surveys such as SKA can provide precise information on the spatial distribution of the neutral hydrogen (HI) in the post-reionization epoch. This information will allow to test the standard LCDM paradigm and…

Cosmology and Nongalactic Astrophysics · Physics 2019-09-26 Matteo Leo , Christian Arnold , Baojiu Li

An important aspect in the development of small molecules as drugs or agro-chemicals is their systemic availability after intravenous and oral administration. The prediction of the systemic availability from the chemical structure of a…

Quantitative Methods · Quantitative Biology 2024-01-03 Florian Führer , Andrea Gruber , Holger Diedam , Andreas H. Göller , Stephan Menz , Sebastian Schneckener

Radiation therapy has emerged as one of the preferred techniques to treat brain cancer patients. During treatment, a very high dose of radiation is delivered to a very narrow area. Prescribed radiation therapy for brain cancer requires…

Computer Vision and Pattern Recognition · Computer Science 2017-04-06 Jose Dolz , Nicolas Reyns , Nacim Betrouni , Dris Kharroubi , Mathilde Quidet , Laurent Massoptier , Maximilien Vermandel

The presence of diffuse Focal Axonal Swellings (FAS) is a hallmark cellular feature in many neurodegenerative diseases and traumatic brain injury. Among other things, the FAS have a significant impact on spike-train encodings that propagate…

Neurons and Cognition · Quantitative Biology 2016-08-23 Pedro D. Maia , J. Nathan Kutz

Anterior insula (AI) and dACC are known to process information about pain, loss, adversities, bad, harmful or suboptimal choices and consequences that threaten survival or well-being. Pain and loss activate also pregenual ACC (pgACC),…

Neurons and Cognition · Quantitative Biology 2014-10-15 Karin Vadovičová

We utilized a 3D nnU-Net model with residual layers supplemented by squeeze and excitation (SE) normalization for tumor segmentation from PET/CT images provided by the Head and Neck Tumor segmentation chal-lenge (HECKTOR). Our proposed loss…

The role of neuro-inflammation in diverse, acute and chronic brain pathologies is being increasingly recognized. Neuro-inflammation is accompanied by increased levels of both pro- and anti-inflammatory cytokines; these have deleterious as…

Biological Physics · Physics 2014-01-30 Uma Ladiwala , Aseefhali Bankapur , Bhushan Thakur , Chidangil Santhosh , Deepak Mathur

Accurate prediction of neural dynamics in the brain's reward circuitry is crucial for elucidating how natural and pharmacological rewards influence neural activity and connectivity. Traditional linear models, such as autoregressive (AR) and…

Signal Processing · Electrical Eng. & Systems 2025-02-25 AmirAli Kalbasi , Shole Jamali , Mahdi Aliyari Shoorehdeli , Abbas Haghparast

Due to their antimicrobial properties, silver nanoparticles (AgNPs) are being used in non-edible and edible consumer products. It is not clear though if exposure to these chemicals can exert toxic effects on the host and gut microbiome.…

The glutamatergic modulator ketamine has been shown to rapidly reduce depressive symptoms in patients with treatment-resistant major depressive disorder (TRD). Although its mechanisms of action are not fully understood, changes in cortical…

Quantitative Methods · Quantitative Biology 2021-02-08 Erik D. Fagerholm , Robert Leech , Steven Williams , Carlos A. Zarate , Rosalyn J. Moran , Jessica R. Gilbert

Mounting evidence for markedly increased cerebellar Gd retention under neuroinflammatory conditions after repeated linear gadolinium-based contrast agents (GBCA) administration in vivo, makes necessary a discrimination between Gd retained…

Kolmogorov-Arnold networks (KANs) are a remarkable innovation that consists of learnable activation functions, with the potential to capture more complex relationships from data. Presently, KANs are deployed by replacing multilayer…

Machine Learning · Computer Science 2025-10-23 Subhajit Maity , Killian Hitsman , Xin Li , Aritra Dutta

The purpose of this study was to obtain natural drugs from brown seaweed (Sargassum crassifolium) as antiatherosclerosis candidates through the study of hypolipidemic mechanisms of action. Modeling of dyslipidemia rats was carried out by…

Biomolecules · Quantitative Biology 2024-02-13 Sarah Zaidan , Syamsudin Abdillah , Nur Arfian , Wawaimuli Arozal

This study examines cell death and proliferation in the white matter after neonatal stroke. In post-natal day 7 injured rat, there was a marked reduction in myelin basic protein (MBP) immunostaining mainly corresponding to numerous pyknotic…

Hypoxic Ischemic Encephalopathy (HIE) affects approximately 1-5/1000 newborns globally and leads to adverse neurocognitive outcomes in 30% to 50% of cases by two years of age. Despite therapeutic advances with Therapeutic Hypothermia (TH),…

Image and Video Processing · Electrical Eng. & Systems 2024-11-07 Rina Bao , Yangming Ou

Accurate organ at risk (OAR) segmentation is critical to reduce the radiotherapy post-treatment complications. Consensus guidelines recommend a set of more than 40 OARs in the head and neck (H&N) region, however, due to the predictable…

Mounting evidence for the role of oxidative stress in the degeneration of articular cartilage after an injurious impact requires our modeling & simulation efforts to temporarily shift from just describing the effect of mechanical stress and…

Cell Behavior · Quantitative Biology 2023-02-14 Georgi I. Kapitanov , Bruce P. Ayati , James A. Martin