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Showing 15 of 20167 papers

Conformal Regression in Calorie Prediction for Team Jumbo-Visma

Authors: Kristian van Kuijk, Mark Dirksen, Christof Seiler

arXiv

UCI WorldTour races, the premier men's elite road cycling tour, are grueling events that put physical fitness and endurance of riders to the test. The coaches of Team Jumbo-Visma have long been respon...

mental health psychology open access

Modelling customer churn for the retail industry in a deep learning based sequential framework

Authors: Juan Pablo Equihua, Henrik Nordmark, Maged Ali, Berthold Lausen

arXiv

As retailers around the world increase efforts in developing targeted marketing campaigns for different audiences, predicting accurately which customers are most likely to churn ahead of time is cruci...

mental health psychology open access

Pilot Study to Discover Candidate Biomarkers for Autism based on Perception and Production of Facial Expressions

Authors: Megan A. Witherow, Norou Diawara, Janice Keener, John W. Harrington, Khan M. Iftekharuddin

arXiv

Purpose: Facial expression production and perception in autism spectrum disorder (ASD) suggest potential presence of behavioral biomarkers that may stratify individuals on the spectrum into prognostic...

mental health psychology open access

Reverse engineering the brain input: Network control theory to identify cognitive task-related control nodes

Authors: Zhichao Liang, Yinuo Zhang, Jushen Wu, Quanying Liu

arXiv

The human brain receives complex inputs when performing cognitive tasks, which range from external inputs via the senses to internal inputs from other brain regions. However, the explicit inputs to th...

mental health psychology open access

Resting state fMRI-based brain information flow mapping

Authors: Ze Wang

arXiv

Human brain is a massive information generation and processing machine. Studying the information flow may provide unique insight into brain function and brain diseases. We present here a tool for mapp...

mental health psychology open access

Robust inference for the unification of confidence intervals in meta-analysis

Authors: Wei Liang, Haicheng Huang, Hongsheng Dai, Yinghui Wei

arXiv

Traditional meta-analysis assumes that the effect sizes estimated in individual studies follow a Gaussian distribution. However, this distributional assumption is not always satisfied in practice, lea...

mental health psychology open access

Towards Developing Brain-Computer Interfaces for People with Multiple Sclerosis

Authors: John S. Russo, Tim Mahoney, Kirill Kokorin, Ashley Reynolds, Chin-Hsuan Sophie Lin, Sam E. John, David B. Grayden

arXiv

Multiple Sclerosis (MS) is a severely disabling condition that leads to various neurological symptoms. A Brain-Computer Interface (BCI) may substitute some lost function; however, there is a lack of B...

mental health psychology open access

Statistical Analysis by Semiparametric Additive Regression and LSTM-FCN Based Hierarchical Classification for Computer Vision Quantification of Parkinsonian Bradykinesia

Authors: Youngseo Cho, In Hee Kwak, Dohyeon Kim, Jinhee Na, Hanjoo Sung, Jeongjae Lee, Young Eun Kim, Hyeo-il Ma

arXiv

Bradykinesia, characterized by involuntary slowing or decrement of movement, is a fundamental symptom of Parkinson's Disease (PD) and is vital for its clinical diagnosis. Despite various methodologies...

mental health psychology open access

System and Method to Determine ME/CFS and Long COVID Disease Severity Using a Wearable Sensor

Authors: Yifei Sun, Suzanne D. Vernon, Shad Roundy

arXiv

Objective: We present a simple parameter, calculated from a single wearable sensor, that can be used to objectively measure disease severity in people with myalgic encephalomyelitis/chronic fatigue sy...

mental health psychology open access

General Effect Modelling (GEM) -- Part 2. Multivariate GEM applied to gene expression data of type 2 diabetes detects information that is lost by univariate validation

Authors: Ellen Færgestad Mosleth, Simon Erling Nitter Dankel, Gunnar Mellgren, Francisco Martin Barajas Olmos, Lorena Sofia Orozco, Artem Lysenko, Ragni Ofstad, Most Champa Begum, Harald Martens, Kristian Hovde Liland

arXiv

General Effect Modelling (GEM) is an umbrella over different methods that utilise effects in the analyses of data with multiple design variables and multivariate responses. To demonstrate the methodol...

mental health psychology open access

Proposer selection in EIP-7251

Authors: Sandra Johnson, Kerrie Mengersen, Patrick O'Callaghan, Anders L. Madsen

arXiv

Immediate settlement, or single-slot finality (SSF), is a long-term goal for Ethereum. The growing active validator set size is placing an increasing computational burden on the network, making SSF mo...

mental health psychology open access

A Multivariate Copula-based Bayesian Framework for Doping Detection

Authors: Nina Deliu, Brunero Liseo

arXiv

Doping control is an essential component of anti-doping organizations for protecting clean sports competitions. Since 2009, this mission has been complemented worldwide by the Athlete Biological Passp...

mental health psychology open access

Assessing the Longitudinal Impact of Environmental Chemical Mixtures on Children's Neurodevelopment: A Bayesian Approach

Authors: Wei Jia, Roman Jandarov

arXiv

This manuscript presents a novel Bayesian varying coefficient quantile regression (BVCQR) model designed to assess the longitudinal effects of chemical exposure mixtures on children's neurodevelopment...

mental health psychology open access

Functional gradients through the cortex, multisensory integration and scaling laws in brain dynamics

Authors: Isabel Gonzalo-Fonrodona

arXiv

In the context of the increasing number of works on multisensory and cross-modal effects in cerebral processing, a review is made on the functional model of human brain proposed by Justo Gonzalo (19...

mental health psychology open access

A sparse regulatory network of copy-number driven expression reveals putative breast cancer oncogenes

Authors: Yinyin Yuan, Christina Curtis, Carlos Caldas, Florian Markowetz

arXiv

The influence of DNA cis-regulatory elements on a gene's expression has been intensively studied. However, little is known about expressions driven by trans-acting DNA hotspots. DNA hotspots harboring...

mental health psychology open access