Copertina

Patterns in Individual Blood Count Trajectories in the UK Biobank Characterise Disease-Specific Signatures and Anticipate Pan-Cancer Risk

Fuente: arXiv

Salvato in:

Dettagli Bibliografici
Autori principali:	Nagar, Riya, Uthamacumaran, Abicumaran, de Vecchi, Adelaide, Zenil, Hector
Natura:	Preprint
Pubblicazione:	2026
Soggetti:	Quantitative Methods
Accesso online:	Acceder al recurso
Tags:	Aggiungi Tag Nessun Tag, puoi essere il primo ad aggiungerne!!

Documenti analoghi

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

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

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

XGBoost-Powered Digital Twins Leverage Routine Blood Tests for Early Detection of Cancer and Cardiovascular Disease
di: John, Lo Kai Shun, et al.
Pubblicazione: (2025)

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

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

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

AI-Driven Hybrid Ecological Model for Predicting Oncolytic Viral Therapy Dynamics
di: Uthamacumaran, Abicumaran, et al.
Pubblicazione: (2025)

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

Machine Learning Models for the Identification of Cardiovascular Diseases Using UK Biobank Data
di: Islam, Sheikh Mohammed Shariful, et al.
Pubblicazione: (2024)

MS-ConTab: Multi-Scale Contrastive Learning of Mutation Signatures for Pan Cancer Representation and Stratification
di: Dou, Yifan, et al.
Pubblicazione: (2025)

Quantifying the Impact of Biobanks and Cohort Studies
di: Dorantes-Gilardi, Rodrigo, et al.
Pubblicazione: (2024)

Multidimensional physical fitness is associated with reduced dementia risk through proteomic and neuroimaging pathways: a prospective cohort study of the UK Biobank
di: Sun, Yiqing, et al.
Pubblicazione: (2026)

Using Pre-training and Interaction Modeling for ancestry-specific disease prediction in UK Biobank
di: Menestrel, Thomas Le, et al.
Pubblicazione: (2024)

Learning from Two Decades of Blood Pressure Data: Demography-Specific Patterns Across 75 Million Patient Encounters
di: Mousavi, Seyedeh Somayyeh, et al.
Pubblicazione: (2024)

Biologically Disentangled Multi-Omic Modeling Reveals Mechanistic Insights into Pan-Cancer Immunotherapy Resistance
di: Tariq, Ifrah, et al.
Pubblicazione: (2025)

A Comparison of Bacterial Colonies Count from Petri Dishes Utilizing Hough Transform and Traditional Manual Counting
di: Rehman, Areesha, et al.
Pubblicazione: (2025)

Deep Clustering for Blood Cell Classification and Quantification
di: Macarie-Ancau, Mihaela, et al.
Pubblicazione: (2025)

Characterisation of Anti-Arrhythmic Drug Effects on Cardiac Electrophysiology using Physics-Informed Neural Networks
di: Chiu, Ching-En, et al.
Pubblicazione: (2024)

Deep Learning Approaches for Blood Disease Diagnosis Across Hematopoietic Lineages
di: Bo, Gabriel, et al.
Pubblicazione: (2025)

Anticipating the Selectivity of Intramolecular Cyclization Reaction Pathways with Neural Network Potentials
di: Casetti, Nicholas, et al.
Pubblicazione: (2025)

Individualized prescriptive inference in ischaemic stroke
di: Giles, Dominic, et al.
Pubblicazione: (2023)

Care Trajectories Are Linked to Mental Health and Mortality in Cancer Patients
di: Lindner, Simon D., et al.
Pubblicazione: (2026)

MATLAB Plasmonic Nanoparticle Virion Counting and Interpretation System in Urban Populations
di: Hong, Bryan, et al.
Pubblicazione: (2023)

Cardiovascular-Kidney-Metabolic Health: Insights from Wearables and Blood Biomarkers
di: Esmaeilpour, Zeinab, et al.
Pubblicazione: (2026)

Mechanistic Learning for Survival Prediction in NSCLC Using Routine Blood Biomarkers and Tumor Kinetics
di: Taieb, Ruben, et al.
Pubblicazione: (2026)

Scientific Hypothesis Generation by a Large Language Model: Laboratory Validation in Breast Cancer Treatment
di: Abdel-Rehim, Abbi, et al.
Pubblicazione: (2024)

Predicting Survivability of Cancer Patients with Metastatic Patterns Using Explainable AI
di: Nalela, Polycarp, et al.
Pubblicazione: (2025)

Transformer-Based Hematological Malignancy Prediction from Peripheral Blood Smears in a Real-World Cohort
di: Dasdelen, Muhammed Furkan, et al.
Pubblicazione: (2025)

Deep Learning for Blood-Brain Barrier Permeability Prediction: From Discriminative Models to Mechanism-Aware Design
di: Yang, Zihan, et al.
Pubblicazione: (2025)

Uncertainty Quantification for Fisher-Kolmogorov Equation on Graphs with Application to Patient-Specific Alzheimer Disease
di: Corti, Mattia, et al.
Pubblicazione: (2023)

GatingTree: Pathfinding Analysis of Group-Specific Effects in Cytometry Data
di: Ono, Masahiro
Pubblicazione: (2024)

Happy and Immersive Clustering Segmentations of Biological Co-Expression Patterns
di: Tjörnhammar, Richard
Pubblicazione: (2024)

Learning Patient-Specific Spatial Biomarker Dynamics via Operator Learning for Alzheimer's Disease Progression
di: Wang, Jindong, et al.
Pubblicazione: (2025)

Leveraging Transfer Learning and User-Specific Updates for Rapid Training of BCI Decoders
di: Chen, Ziheng, et al.
Pubblicazione: (2025)

Impact of Hypoglycemia on Glucose Variability Over Time for Individuals with Open Source Automated Insulin Delivery Systems
di: Shahid, Arsalan, et al.
Pubblicazione: (2024)

Impact of Optic Nerve Tortuosity, Globe Proptosis, and Size on Retinal Ganglion Cell Thickness Across General, Glaucoma, and Myopic Populations: Insights from the UK Biobank
di: Chiang, Charis Y. N., et al.
Pubblicazione: (2025)

Initial Luminally Deposited FGF4 Critically Influences Blastocyst Patterning
di: Ramirez-Sierra, Michael A., et al.
Pubblicazione: (2025)

Flow Matching for Count Data
di: Wei, Ganchao, et al.
Pubblicazione: (2026)

A Joint Survival Modeling and Therapy Knowledge Graph Framework to Characterize Opioid Use Disorder Trajectories
di: Wei, Mengman, et al.
Pubblicazione: (2026)