Image de couverture de livre

Modeling therapy sequence for advanced cancer: A microsimulation approach leveraging Electronic Health Record data

Fuente: arXiv

Enregistré dans:

Détails bibliographiques
Auteurs principaux:	Handorf, Elizabeth A., Beck, J. Robert, Geynisman, Daniel M.
Format:	Preprint
Publié:	2024
Sujets:	Quantitative Methods
Accès en ligne:	Acceder al recurso
Tags:	Ajouter un tag Pas de tags, Soyez le premier à ajouter un tag!

Documents similaires

A microsimulation model of behaviour change calibrated to reversal learning data
par: Reyes, Roben Delos, et autres
Publié: (2024)

Explainable deep learning framework for cancer therapeutic target prioritization leveraging PPI centrality and node embeddings
par: Alkhadrawi, Adham M., et autres
Publié: (2025)

Sequential Inference of Hospitalization Electronic Health Records Using Probabilistic Models
par: Kaplan, Alan D., et autres
Publié: (2024)

A practical identifiability criterion leveraging weak-form parameter estimation
par: Heitzman-Breen, Nora, et autres
Publié: (2025)

Quantitative cancer-immunity cycle modeling to optimize bevacizumab and atezolizumab combination therapy for advanced renal cell carcinoma
par: Du, Lei, et autres
Publié: (2026)

Validation of Golden Gate assemblies using highly multiplexed Nanopore amplicon sequencing
par: Rojas, Adan A. Ramirez, et autres
Publié: (2024)

BiPETE: A Bi-Positional Embedding Transformer Encoder for Risk Assessment of Alcohol and Substance Use Disorder with Electronic Health Records
par: Lee, Daniel S., et autres
Publié: (2025)

De novo peptide sequencing rescoring and FDR estimation with Winnow
par: Mabona, Amandla, et autres
Publié: (2025)

Attribution assignment for deep-generative sequence models enables interpretability analysis using positive-only data
par: Frank, Robert, et autres
Publié: (2025)

Cancer incidence estimation from mortality data: a validation study within a population-based cancer registry
par: Redondo-Sánchez, Daniel, et autres
Publié: (2024)

A machine learning approach to using Quality-of-Life patient scores in guiding prostate radiation therapy dosing
par: Yang, Zhijian, et autres
Publié: (2020)

A technical review of multi-omics data integration methods: from classical statistical to deep generative approaches
par: Baião, Ana R., et autres
Publié: (2025)

Multilevel classification framework for breast cancer cell selection and its integration with advanced disease models
par: Jones, Catarina Franco, et autres
Publié: (2025)

Blini: lightweight nucleotide sequence search and dereplication
par: Lavon, Amit
Publié: (2025)

Beyond the Clinic: A Large-Scale Evaluation of Augmenting EHR with Wearable Data for Diverse Health Prediction
par: Wang, Will Ke, et autres
Publié: (2025)

Fast uncovering of protein sequence diversity from structure
par: Silva, Luca Alessandro, et autres
Publié: (2024)

Modelling birdsong transmission with methods from molecular sequence analysis
par: Kwong, Anthony, et autres
Publié: (2025)

Project Hermes: A Model-Agnostic Validation Layer for Wearable Health Prediction Systems
par: Chakraborty, Richik
Publié: (2026)

Cardiovascular-Kidney-Metabolic Health: Insights from Wearables and Blood Biomarkers
par: Esmaeilpour, Zeinab, et autres
Publié: (2026)

The Impact of Heatwaves on Population Health: A Large Language Model-Enhanced Agent-Based Simulation
par: Liu, Yuanhao, et autres
Publié: (2026)

A geometric feature tracking approach for noninvasive patient specific estimation of leaflet strain from 3D images of heart valves
par: Wu, Wensi, et autres
Publié: (2025)

A Bayesian approach to model uncertainty in single-cell genomic data
par: Ren, Shanshan, et autres
Publié: (2025)

Unmasking Bias in AI: A Systematic Review of Bias Detection and Mitigation Strategies in Electronic Health Record-based Models
par: Chen, Feng, et autres
Publié: (2023)

Modelling collective cell migration in a data-rich age: challenges and opportunities for data-driven modelling
par: Baker, Ruth E., et autres
Publié: (2025)

Methylation Operation Wizard (MeOW): Identification of differentially methylated regions in long-read sequencing data
par: Zalusky, Miranda PG, et autres
Publié: (2024)

PatchWorkPlot: simultaneous visualization of local alignments across multiple sequences
par: Pospelova, Mariia, et autres
Publié: (2025)

Fake it till you predict it: data augmentation strategies to detect initiation and termination of oncology treatment
par: Pohyer, Valentin, et autres
Publié: (2024)

No winners: Performance of lung cancer prediction models depends on screening-detected, incidental, and biopsied pulmonary nodule use cases
par: Li, Thomas Z., et autres
Publié: (2024)

PoET: A generative model of protein families as sequences-of-sequences
par: Truong Jr, Timothy F., et autres
Publié: (2023)

OMOP ETL Framework for Semi-Structured Health Data
par: Desmond, Jacob, et autres
Publié: (2025)

The SChISM study: Cell-free DNA size profiles as predictors of progression in advanced carcinoma treated with immune-checkpoint inhibitors
par: Phuong, Linh Nguyen, et autres
Publié: (2025)

Efficient design of rna sequences with desired properties, structure, and motifs using a grammar variational autoencoder
par: Zarnaghinaghsh, Narges, et autres
Publié: (2025)

A graph-based approach for modification site assignment in proteomics
par: Skiadopoulou, Dafni, et autres
Publié: (2025)

Modern approaches to improving phase contrast electron microscopy
par: Axelrod, Jeremy J., et autres
Publié: (2024)

Direct RNA sequence design under codon constraints using expressive tensor-based secondary structure models
par: Fornace, Mark, et autres
Publié: (2026)

Integrating protein sequence embeddings with structure via graph-based deep learning for single-residue property prediction
par: Michalewicz, Kevin, et autres
Publié: (2025)

A Framework for Building Enviromics Matrices in Mixed Models
par: Trevisan, B. A., et autres
Publié: (2025)

A nonparametric approach to practical identifiability of nonlinear mixed effects models
par: Cassidy, Tyler, et autres
Publié: (2025)

Topological model selection: a case-study in tumour-induced angiogenesis
par: McDonald, Robert A, et autres
Publié: (2025)

Assessing the distribution of cancer stem cells in tumorspheres
par: Fotinós, Jerónimo, et autres
Publié: (2024)