Cover Image

GLOMIA-Pro: A Generalizable Longitudinal Medical Image Analysis Framework for Disease Progression Prediction

Fuente: arXiv

Saved in:

Bibliographic Details
Main Authors:	Zhang, Shuaitong, Sun, Yuchen, Ao, Yong, Zhang, Xuehuan, Yang, Ruoshui, Xu, Jiantao, Ai, Zuwu, Zhang, Haike, Yang, Xiang, Xu, Yao, Li, Kunwei, Chen, Duanduan
Format:	Preprint
Published:	2025
Subjects:	Quantitative Methods Computer Vision and Pattern Recognition Image and Video Processing
Online Access:	Acceder al recurso
Tags:	Add Tag No Tags, Be the first to tag this record!

Similar Items

An Inclusive Foundation Model for Generalizable Cytogenetics in Precision Oncology
by: Yang, Changchun, et al.
Published: (2025)

In-batch Relational Features Enhance Precision in An Unsupervised Medical Anomaly Detection Task
by: Githinji, P. Bilha, et al.
Published: (2026)

Artificial Intelligence Enhanced Digital Nucleic Acid Amplification Testing for Precision Medicine and Molecular Diagnostics
by: Wei, Yuanyuan, et al.
Published: (2024)

Longitudinal Volumetric Study for the Progression of Alzheimer's Disease from Structural MRI
by: Sanyal, Prayas, et al.
Published: (2023)

Progress and new challenges in image-based profiling
by: Serrano, Erik, et al.
Published: (2025)

TOM: An Open-Source Tongue Segmentation Method with Multi-Teacher Distillation and Task-Specific Data Augmentation
by: Xie, Jiacheng, et al.
Published: (2025)

On the Utility of Virtual Staining for Downstream Applications as it relates to Task Network Capacity
by: Sengupta, Sourya, et al.
Published: (2025)

Predicting microsatellite instability and key biomarkers in colorectal cancer from H&E-stained images: Achieving SOTA predictive performance with fewer data using Swin Transformer
by: Guo, Bangwei, et al.
Published: (2022)

Diffusion-Based Quality Control of Medical Image Segmentations across Organs
by: Marcianò, Vincenzo, et al.
Published: (2025)

PathRWKV: Enhancing Whole Slide Image Inference with Asymmetric Recurrent Modeling
by: Zhang, Tianyi, et al.
Published: (2025)

A Comprehensive Approach to Diagnosing Temporomandibular Joint Diseases: AI-driven TMD Diagnostic System
by: Gua, Y., et al.
Published: (2024)

Dimensional Neuroimaging Endophenotypes: Neurobiological Representations of Disease Heterogeneity Through Machine Learning
by: Wen, Junhao, et al.
Published: (2024)

Hybrid eTFCE-GRF: Exact Cluster-Size Retrieval with Analytical p-Values for Voxel-Based Morphometry
by: Yin, Don, et al.
Published: (2026)

Enhancing Alzheimer's Disease Prediction: A Novel Approach to Leveraging GAN-Augmented Data for Improved CNN Model Accuracy
by: Sunkara, Akshay, et al.
Published: (2024)

AI-Driven Segmentation and Analysis of Microbial Cells
by: Zhang, Shuang, et al.
Published: (2025)

CryoNet.Refine: A One-step Diffusion Model for Rapid Refinement of Structural Models with Cryo-EM Density Map Restraints
by: Huang, Fuyao, et al.
Published: (2026)

Cross-Attention Fusion of MRI and Jacobian Maps for Alzheimer's Disease Diagnosis
by: Zhang, Shijia, et al.
Published: (2025)

Computational interference microscopy enabled by deep learning
by: Jiao, Yuheng, et al.
Published: (2020)

Impact of Stain Variation and Color Normalization for Prognostic Predictions in Pathology
by: Siyu, et al.
Published: (2024)

Unsupervised Denoising of Diffusion-Weighted Images with Bias and Variance Corrected Noise Modeling
by: Xie, Jine, et al.
Published: (2026)

Adaptive k-space Radial Sampling for Cardiac MRI with Reinforcement Learning
by: Xu, Ruru, et al.
Published: (2025)

Multi-Beholder: Biomarker Prediction for Low-Grade Glioma with Multiple Instance Learning and One-Class Classification
by: Fang, Zijie, et al.
Published: (2023)

Conditional Score-Based Diffusion Model for Cortical Thickness Trajectory Prediction
by: Xiao, Qing, et al.
Published: (2024)

Privacy-Preserving Collaborative Medical Image Segmentation Using Latent Transform Networks
by: Bello, Saheed Ademola, et al.
Published: (2026)

Alignment of Density Maps in Wasserstein Distance
by: Singer, Amit, et al.
Published: (2023)

SAM-dPCR: Real-Time and High-throughput Absolute Quantification of Biological Samples Using Zero-Shot Segment Anything Model
by: Wei, Yuanyuan, et al.
Published: (2024)

Generalizable Cervical Cancer Screening via Large-scale Pretraining and Test-Time Adaptation
by: Jiang, Hao, et al.
Published: (2025)

Graph Neural Network Reveals the Cortical Morphology of Local Brain Aging in Normal Cognition and Alzheimer's Disease
by: Anderson, Samuel D., et al.
Published: (2026)

Survival Prediction Across Diverse Cancer Types Using Neural Networks
by: Yan, Xu, et al.
Published: (2024)

CS3: Cascade SAM for Sperm Segmentation
by: Shi, Yi, et al.
Published: (2024)

Deep Learning-based MRI Reconstruction with Artificial Fourier Transform Network (AFTNet)
by: Yang, Yanting, et al.
Published: (2023)

Experts' cognition-driven safe noisy labels learning for precise segmentation of residual tumor in breast cancer
by: Yang, Yongquan, et al.
Published: (2023)

Association of Progressive PPFE and Mortality in Lung Cancer Screening Cohorts
by: Aslani, Shahab, et al.
Published: (2026)

AI in Oncology: Transforming Cancer Detection through Machine Learning and Deep Learning Applications
by: Aftab, Muhammad, et al.
Published: (2025)

Harmonization Benchmarking Tool for Neuroimaging Datasets
by: Osika, Tom, et al.
Published: (2022)

Robust Segmentation of CPR-Induced Capnogram Using U-net: Overcoming Challenges with Deep Learning
by: Elola, Andoni, et al.
Published: (2024)

Robust Glioblastoma Segmentation and Volumetry Without T2-FLAIR: External Validation of Targeted Dropout Training
by: Öchsner, Marco, et al.
Published: (2026)

Harmonization mitigates diffusion MRI scanner effects in infancy: insights from the HEALthy Brain and Childhood Development (HBCD) study
by: McMaster, Elyssa M., et al.
Published: (2026)

Photon Absorption Remote Sensing Virtual Histopathology: A Preliminary Exploration of Diagnostic Equivalence to Gold-Standard H&E Staining in Skin Cancer Excisional Biopsies
by: Ecclestone, Benjamin R., et al.
Published: (2025)

UnPuzzle: A Unified Framework for Pathology Image Analysis
by: Liao, Dankai, et al.
Published: (2025)