Imagen de Portada

XGBoost-Powered Digital Twins Leverage Routine Blood Tests for Early Detection of Cancer and Cardiovascular Disease

Fuente: arXiv

Guardado en:

Detalles Bibliográficos
Autores principales:	John, Lo Kai Shun, Nagar, Riya, Uthamacumaran, Abicumaran, Zenil, Hector
Formato:	Preprint
Publicado:	2025
Materias:	Other Quantitative Biology
Acceso en línea:	Acceder al recurso
Etiquetas:	Agregar Etiqueta Sin Etiquetas, Sea el primero en etiquetar este registro!

Ejemplares similares

Multi-omic Enriched Blood-Derived Digital Signatures Reveal Mechanistic and Confounding Disease Clusters for Differential Diagnosis
por: Liu, Bolin, et al.
Publicado: (2025)

Similarity Analysis of Blood Count Reference Intervals Across Continents Reveals No Reproducible Population or Geography-Linked Structure and Supports Personalised Values
por: Wu, Kunlin, et al.
Publicado: (2025)

Systematic Reconstruction of Disease Networks from Longitudinal Blood Data for Causal Discovery and Intervention Analysis
por: Montealegre, David Patrick Duys, et al.
Publicado: (2025)

Patterns in Individual Blood Count Trajectories in the UK Biobank Characterise Disease-Specific Signatures and Anticipate Pan-Cancer Risk
por: Nagar, Riya, et al.
Publicado: (2026)

Exhaustive Investigation of CBC-Derived Biomarker Ratios for Clinical Outcome Prediction: The RDW-to-MCHC Ratio as a Novel Mortality Predictor in Critical Care
por: Leontiev, Dmytro, et al.
Publicado: (2025)

Neurosymbolic Learning for Predicting Cell Fate Decisions from Longitudinal Single Cell Transcriptomics in Paediatric Acute Myeloid Leukemia
por: Uthamacumaran, Abicumaran, et al.
Publicado: (2025)

Complexity-Informed Causal Modeling of Neurodevelopmental Trajectories in Pediatric High-Grade Gliomas: Divergences from Neural Stem Cell Signatures
por: Uthamacumaran, Abicumaran, et al.
Publicado: (2025)

A design specification for Critical Illness Digital Twins to cure sepsis: responding to the National Academies of Sciences, Engineering and Medicine Report: Foundational Research Gaps and Future Directions for Digital Twins
por: An, Gary, et al.
Publicado: (2024)

Mathematical and Computational Nuclear Oncology: Toward Optimized Radiopharmaceutical Therapy via Digital Twins
por: Ryhiner, Marc, et al.
Publicado: (2025)

A Computer Vision and Depth Sensor-Powered Smart Cane for Real-Time Obstacle Detection and Navigation Assistance for the Visually Impaired
por: Chandra, Sunkalp, et al.
Publicado: (2025)

GREGoR: Accelerating Genomics for Rare Diseases
por: Dawood, Moez, et al.
Publicado: (2024)

Diagnostic Uncertainty Limits the Potential of Early Warning Signals to Identify Epidemic Emergence
por: Arnold, Callum R. K., et al.
Publicado: (2025)

Unveiling Parkinson's Disease-like Changes Triggered by Spaceflight
por: Ali, Nilufar, et al.
Publicado: (2024)

Boundary effects in biological planar networks: pentagonsdominate Pyropia marginal cells
por: Xu, Kai, et al.
Publicado: (2025)

Personalizing Cancer Models under Data Scarcity via Parameter Decomposition
por: Rose, Logan, et al.
Publicado: (2026)

AI-Derived Reproductive Phenotypes and Explainable ML for Concurrent Early Multimorbidity in U.S. Women: NHANES 2017-March 2020
por: Adetunji, Sunday A.
Publicado: (2026)

Advances in Nanoparticle-Based Targeted Drug Delivery Systems for Colorectal Cancer Therapy: A Review
por: Hasan, Mahadi, et al.
Publicado: (2024)

Optical Screening of Citrus Leaf Diseases Using Label-Free Spectroscopic Tools: A Review
por: Bharadwaj, Saurav, et al.
Publicado: (2024)

Identification of Shared Genetic Biomarkers to Discover Candidate Drugs for Cervical and Endometrial Cancer by Using the Integrated Bioinformatics Approaches
por: Reza, Md. Selim, et al.
Publicado: (2025)

Precision Oncology: Targeting Genomic Alterations and Cancer Signaling with Integrative Multi-Omics, Deep Learning and Network Biology in Medical Oncology
por: Kumar, Manish
Publicado: (2023)

Disentangling peri-urban river hypoxia
por: García-Oliva, Ovidio, et al.
Publicado: (2025)

The Epigenetic Tapestry: A Review of DNA Methylation and Non-Coding RNA's Interplay with Genetic Threads, Weaving a Network Impacting Gene Expression and Disease Manifestations
por: He, Yu-Li, et al.
Publicado: (2025)

Genetic Diversity Assessment of German Chamomile Populations Based on Phenotypic Detection and SSR Molecular Markers in Bushehr Area
por: Hashempour, Seyyedeh Mahdiyeh, et al.
Publicado: (2025)

FedCVD++: Communication-Efficient Federated Learning for Cardiovascular Risk Prediction with Parametric and Non-Parametric Model Optimization
por: Gaber, Abdelrhman, et al.
Publicado: (2025)

Integrative Adaptive Indexes from Noisy Routine Haematological Markers can Predict and Discriminate Health Status and Biological Age
por: Hernández-Orozco, Santiago, et al.
Publicado: (2023)

Towards a Unified Framework for Statistical and Mathematical Modeling
por: Zivich, Paul N
Publicado: (2025)

How causal perspectives can inform neuroscience data analysis
por: Bridgeford, Eric W., et al.
Publicado: (2025)

Evaluation and Implementation of Machine Learning Algorithms to Predict Early Detection of Kidney and Heart Disease in Diabetic Patients
por: Hasnain, Syed Ibad
Publicado: (2025)

Prediction of Retention Time in Larger Antisense Oligonucleotide Datasets using Machine Learning
por: Rahal, Manal, et al.
Publicado: (2025)

CFD-Based Quantification of Hemodynamic Variables in Cerebral Aneurysms: How Hemodynamics Shape Aneurysm Fate
por: Bozorgpour, Reza, et al.
Publicado: (2025)

Alternatives to the statistical mass confusion of testing for no-effect
por: Morgan, Josh L.
Publicado: (2024)

Analysis of Biomedical Data to Assess the Risk of Heart Rate Variability in Athletes Participating in Long-Term Excessive Endurance Exercise
por: Najafabadi, Saeid Aghasoleymani, et al.
Publicado: (2025)

MetaQuestion: A web application for expert knowledge elicitation addressing plant health and applied plant ecology
por: Fontan, Robert, et al.
Publicado: (2025)

Challenges and Recommendations in Establishing National Human Diversity Genomic Projects
por: Oleksyk, Taras K., et al.
Publicado: (2025)

Desiderata for a biomedical knowledge network: opportunities, challenges and future Directions
por: Wu, Chunlei, et al.
Publicado: (2025)

Assessing Gaze and Pointing: Human Cue Interpretation by Indian Free-Ranging Dogs in a Food Retrieval Task
por: Nandi, Srijaya, et al.
Publicado: (2025)

Modeling Age-Adjusted Mortality in the United States
por: Dunbar, Brandon, et al.
Publicado: (2026)

Towards mathematical spaces for biological processes
por: Tozzi, Arturo
Publicado: (2026)

Exploring Scavenging Strategies and Cognitive Problem-Solving in Indian Free-Ranging Dogs
por: Pal, Tuhin Subhra, et al.
Publicado: (2025)

Differential Analysis of Microbial Interaction Networks
por: Milano, Marianna, et al.
Publicado: (2026)