Cover Image

Multimodal Integration of Longitudinal Noninvasive Diagnostics for Survival Prediction in Immunotherapy Using Deep Learning

Fuente: arXiv

Saved in:

Bibliographic Details
Main Authors:	Yeghaian, Melda, Bodalal, Zuhir, Broek, Daan van den, Haanen, John B A G, Beets-Tan, Regina G H, Trebeschi, Stefano, van Gerven, Marcel A J
Format:	Preprint
Published:	2024
Subjects:	Machine Learning Artificial Intelligence Quantitative Methods
Online Access:	Acceder al recurso
Tags:	Add Tag No Tags, Be the first to tag this record!

Similar Items

Decorrelation Speeds Up Vision Transformers
by: Carrigg, Kieran, et al.
Published: (2025)

Multiscale Parallel Simulation of Malignant Pleural Mesothelioma via Adaptive Domain Partitioning -- an Efficiency Analysis Study
by: Dolganov, Anton, et al.
Published: (2025)

Sample volume as a key design parameter in affinity-based biosensors
by: Beijersbergen, Daan, et al.
Published: (2025)

Collective inference of the truth of propositions from crowd probability judgments
by: Stinson, Patrick, et al.
Published: (2025)

Sequential Model for Predicting Patient Adherence in Subcutaneous Immunotherapy for Allergic Rhinitis
by: Li, Yin, et al.
Published: (2024)

A Multi-Omics Framework for Survival Mediation Analysis of High-Dimensional Proteogenomic Data
by: Ahn, Seungjun, et al.
Published: (2025)

Advancing Precision Oncology Through Modeling of Longitudinal and Multimodal Data
by: Zhuang, Luoting, et al.
Published: (2025)

Attention-Based Multimodal Survival Prediction with Cross-Modal Bilinear Fusion
by: Keshvarikhojasteh, Hassan, et al.
Published: (2026)

A 3D Pancreatic Cancer Model with Integrated Optical Sensors for Noninvasive Metabolism Monitoring and Drug Screening
by: Siciliano, Anna Chiara, et al.
Published: (2024)

Towards Improved Short-term Hypoglycemia Prediction and Diabetes Management based on Refined Heart Rate Data
by: Gupta, Vaibhav, et al.
Published: (2026)

Mathematical Modeling of the Synergetic Effect between Radiotherapy and Immunotherapy
by: Xing, Yixun, et al.
Published: (2023)

CLIPZyme: Reaction-Conditioned Virtual Screening of Enzymes
by: Mikhael, Peter G., et al.
Published: (2024)

Transfer Learning Bayesian Optimization to Design Competitor DNA Molecules for Use in Diagnostic Assays
by: Sedgwick, Ruby, et al.
Published: (2024)

Alignment conditions of the human eye for few-photon vision experiments
by: van der Reep, T. H. A., et al.
Published: (2025)

bursty_dynamics: A Python Package for Exploring the Temporal Properties of Longitudinal Data
by: Angdembe, Alisha, et al.
Published: (2024)

ADEPT: A Noninvasive Method for Determining Elastic Parameters of Valve Tissue
by: Wu, Wensi, et al.
Published: (2024)

Multimodal Survival Modeling and Fairness-Aware Clinical Machine Learning for 5-Year Breast Cancer Risk Prediction
by: Khatibi, Toktam
Published: (2026)

Cochlear Wave Propagation and Dynamics in the Human Base and Apex: Model-Based Estimates from Noninvasive Measurements
by: Alkhairy, Samiya A
Published: (2024)

Precision psychiatry: predicting predictability
by: van Dellen, Edwin
Published: (2023)

Physics-Informed Sylvester Normalizing Flows for Bayesian Inference in Magnetic Resonance Spectroscopy
by: Merkofer, Julian P., et al.
Published: (2025)

A Novel Multi-view Mixture Model Framework for Longitudinal Clustering with Application to ANCA-Associated Vasculitis
by: Jia, Shen, et al.
Published: (2026)

Integrative Prognostic Modeling of Breast Cancer Survival with Gene Expression and Clinical Data
by: Amevor, Robert, et al.
Published: (2025)

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

Multilevel testing of constraints induced by structural equation modeling in fMRI effective connectivity analysis: A proof of concept
by: Marrelec, G., et al.
Published: (2024)

Generative Flows on Discrete State-Spaces: Enabling Multimodal Flows with Applications to Protein Co-Design
by: Campbell, Andrew, et al.
Published: (2024)

A Framework for Building Enviromics Matrices in Mixed Models
by: Trevisan, B. A., et al.
Published: (2025)

An 11,000-Study Open-Access Dataset of Longitudinal Magnetic Resonance Images of Brain Metastases
by: Chadha, Saahil, et al.
Published: (2025)

Longitudinal QSM: Enhancing consistency of multiple time point susceptibility maps via simultaneous reconstruction
by: Kim, Jiye, et al.
Published: (2026)

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

Multimodal Alignment Improves Generalizability of Genomic Biomarker Prediction in Computational Pathology
by: Redekop, Ekaterina, et al.
Published: (2026)

Towards Precision Oncology: Predicting Mortality and Relapse-Free Survival in Head and Neck Cancer Using Clinical Data
by: Dhariwal, Naman, et al.
Published: (2025)

Dynamic Indicators of Adherence and Retention in Digital Health Studies: A Longitudinal Observational Analysis from the Brighten Study
by: Hamitouche, Dylan, et al.
Published: (2024)

Longitudinal Omics Data Analysis: A Review on Models, Algorithms, and Tools
by: Taheriyoun, Ali R., et al.
Published: (2025)

A model of tuberculosis progression using CompuCell3D
by: Doran, James W. G., et al.
Published: (2026)

Bias Detection in Emergency Psychiatry: Linking Negative Language to Diagnostic Disparities
by: Valentine, Alissa A., et al.
Published: (2025)

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

LAFA: A Framework for Reproducible Longitudinal Assessment of Protein Function Annotation Models
by: Phan, An, et al.
Published: (2026)

Ethnic Disparities of Female Infiltrating Duct and Lobular Breast Cancer Survival by Cancer Stage: Findings From SEER 2006-2010
by: Amartey, Ishmael Nii Amartei
Published: (2024)

Time-Varying Environmental and Polygenic Predictors of Substance Use Initiation in Youth: A Survival and Causal Modeling Study in the ABCD Cohort
by: Wei, Mengman, et al.
Published: (2026)

PULSAR Effect: Revealing Potential Synergies in Combined Radiation Therapy and Immunotherapy via Differential Equations
by: Rouf, Samiha, et al.
Published: (2024)