impuTMAE: Multi-modal Transformer with Masked Pre-training for Missing Modalities Imputation in Cancer Survival Prediction
Fuente:
arXiv
Saved in:
| Main Authors: | Boyko, Maria, Beliaeva, Aleksandra, Kornilov, Dmitriy, Bernstein, Alexander, Sharaev, Maxim |
|---|---|
| Format: | Preprint |
| Published: |
2025
|
| Subjects: | |
| Online Access: | |
| Tags: |
Add Tag
No Tags, Be the first to tag this record!
|
Similar Items
Semantic-guided Masked Mutual Learning for Multi-modal Brain Tumor Segmentation with Arbitrary Missing Modalities
by: Liang, Guoyan, et al.
Published: (2025)
by: Liang, Guoyan, et al.
Published: (2025)
Unified Multi-Modal Image Synthesis for Missing Modality Imputation
by: Zhang, Yue, et al.
Published: (2023)
by: Zhang, Yue, et al.
Published: (2023)
Biologically Inspired Deep Learning Approaches for Fetal Ultrasound Image Classification
by: Prochii, Rinat, et al.
Published: (2025)
by: Prochii, Rinat, et al.
Published: (2025)
Multi-modal Learning with Missing Modality in Predicting Axillary Lymph Node Metastasis
by: Zhang, Shichuan, et al.
Published: (2024)
by: Zhang, Shichuan, et al.
Published: (2024)
Survival Prediction in Lung Cancer through Multi-Modal Representation Learning
by: Farooq, Aiman, et al.
Published: (2024)
by: Farooq, Aiman, et al.
Published: (2024)
Prototype-Guided Cross-Modal Knowledge Enhancement for Adaptive Survival Prediction
by: Liu, Fengchun, et al.
Published: (2025)
by: Liu, Fengchun, et al.
Published: (2025)
MaskCRT: Masked Conditional Residual Transformer for Learned Video Compression
by: Chen, Yi-Hsin, et al.
Published: (2023)
by: Chen, Yi-Hsin, et al.
Published: (2023)
RobSurv: Vector Quantization-Based Multi-Modal Learning for Robust Cancer Survival Prediction
by: Farooq, Aiman, et al.
Published: (2025)
by: Farooq, Aiman, et al.
Published: (2025)
Multi-modal Contrastive Learning for Tumor-specific Missing Modality Synthesis
by: Lim, Minjoo, et al.
Published: (2025)
by: Lim, Minjoo, et al.
Published: (2025)
Multi-modal Intermediate Feature Interaction AutoEncoder for Overall Survival Prediction of Esophageal Squamous Cell Cancer
by: Wu, Chengyu, et al.
Published: (2024)
by: Wu, Chengyu, et al.
Published: (2024)
Cross-modality Attention-based Multimodal Fusion for Non-small Cell Lung Cancer (NSCLC) Patient Survival Prediction
by: Deng, Ruining, et al.
Published: (2023)
by: Deng, Ruining, et al.
Published: (2023)
Focus on Texture: Rethinking Pre-training in Masked Autoencoders for Medical Image Classification
by: Madan, Chetan, et al.
Published: (2025)
by: Madan, Chetan, et al.
Published: (2025)
Learning Scan-Adaptive MRI Undersampling Patterns with Pre-Optimized Mask Supervision
by: Dhar, Aryan, et al.
Published: (2025)
by: Dhar, Aryan, et al.
Published: (2025)
AMGFormer: Adaptive Multi-Granular Transformer for Brain Tumor Segmentation with Missing Modalities
by: Guo, Chengxiang, et al.
Published: (2026)
by: Guo, Chengxiang, et al.
Published: (2026)
UFM: Unified Feature Matching Pre-training with Multi-Modal Image Assistants
by: Di, Yide, et al.
Published: (2025)
by: Di, Yide, et al.
Published: (2025)
Multi-modal Cross-domain Self-supervised Pre-training for fMRI and EEG Fusion
by: Wei, Xinxu, et al.
Published: (2024)
by: Wei, Xinxu, et al.
Published: (2024)
Self Pre-training with Adaptive Mask Autoencoders for Variable-Contrast 3D Medical Imaging
by: Das, Badhan Kumar, et al.
Published: (2025)
by: Das, Badhan Kumar, et al.
Published: (2025)
SAGCNet: Spatial-Aware Graph Completion Network for Missing Slice Imputation in Population CMR Imaging
by: Liu, Junkai, et al.
Published: (2025)
by: Liu, Junkai, et al.
Published: (2025)
ICFNet: Integrated Cross-modal Fusion Network for Survival Prediction
by: Zhang, Binyu, et al.
Published: (2025)
by: Zhang, Binyu, et al.
Published: (2025)
PAL: Prompting Analytic Learning with Missing Modality for Multi-Modal Class-Incremental Learning
by: Yue, Xianghu, et al.
Published: (2025)
by: Yue, Xianghu, et al.
Published: (2025)
Multi-modality Regional Alignment Network for Covid X-Ray Survival Prediction and Report Generation
by: Zhong, Zhusi, et al.
Published: (2024)
by: Zhong, Zhusi, et al.
Published: (2024)
Low-Rank Adaptation of Pre-trained Vision Backbones for Energy-Efficient Image Coding for Machine
by: Zhang, Yichi, et al.
Published: (2025)
by: Zhang, Yichi, et al.
Published: (2025)
Robust Divergence Learning for Missing-Modality Segmentation
by: Cheng, Runze, et al.
Published: (2024)
by: Cheng, Runze, et al.
Published: (2024)
MoME: Mixture of Multimodal Experts for Cancer Survival Prediction
by: Xiong, Conghao, et al.
Published: (2024)
by: Xiong, Conghao, et al.
Published: (2024)
Modality-Agnostic Style Transfer for Holistic Feature Imputation
by: Baek, Seunghun, et al.
Published: (2025)
by: Baek, Seunghun, et al.
Published: (2025)
Survival Prediction Across Diverse Cancer Types Using Neural Networks
by: Yan, Xu, et al.
Published: (2024)
by: Yan, Xu, et al.
Published: (2024)
CAPformer: Compression-Aware Pre-trained Transformer for Low-Light Image Enhancement
by: Wang, Wei, et al.
Published: (2024)
by: Wang, Wei, et al.
Published: (2024)
Integrating Radiomics with Deep Learning Enhances Multiple Sclerosis Lesion Delineation
by: Alsahanova, Nadezhda, et al.
Published: (2025)
by: Alsahanova, Nadezhda, et al.
Published: (2025)
Comparing ImageNet Pre-training with Digital Pathology Foundation Models for Whole Slide Image-Based Survival Analysis
by: Papadopoulos, Kleanthis Marios, et al.
Published: (2024)
by: Papadopoulos, Kleanthis Marios, et al.
Published: (2024)
PathoHR: Breast Cancer Survival Prediction on High-Resolution Pathological Images
by: Luo, Yang, et al.
Published: (2025)
by: Luo, Yang, et al.
Published: (2025)
Improving Lung Cancer Diagnosis and Survival Prediction with Deep Learning and CT Imaging
by: Wang, Xiawei, et al.
Published: (2024)
by: Wang, Xiawei, et al.
Published: (2024)
Fine-tuned Transformer Models for Breast Cancer Detection and Classification
by: Osman, Showkat, et al.
Published: (2025)
by: Osman, Showkat, et al.
Published: (2025)
A Contrastive Pre-trained Foundation Model for Deciphering Imaging Noisomics across Modalities
by: Gu, Yuanjie, et al.
Published: (2026)
by: Gu, Yuanjie, et al.
Published: (2026)
AdaMSS: Adaptive Multi-Modality Segmentation-to-Survival Learning for Survival Outcome Prediction from PET/CT Images
by: Meng, Mingyuan, et al.
Published: (2023)
by: Meng, Mingyuan, et al.
Published: (2023)
Deep Image Prior Assisted ISAR Imaging for Missing Data Case
by: Bayar, Necmettin, et al.
Published: (2025)
by: Bayar, Necmettin, et al.
Published: (2025)
Bridging the Gap Between Saliency Prediction and Image Quality Assessment
by: Alexey, Kirillov, et al.
Published: (2024)
by: Alexey, Kirillov, et al.
Published: (2024)
Missing Data Estimation for MR Spectroscopic Imaging via Mask-Free Deep Learning Methods
by: Pham, Tan-Hanh, et al.
Published: (2025)
by: Pham, Tan-Hanh, et al.
Published: (2025)
Anatomical Consistency Distillation and Inconsistency Synthesis for Brain Tumor Segmentation with Missing Modalities
by: Zhang, Zheyu, et al.
Published: (2024)
by: Zhang, Zheyu, et al.
Published: (2024)
A Generative Imputation Method for Multimodal Alzheimer's Disease Diagnosis
by: Hassanzadeh, Reihaneh, et al.
Published: (2025)
by: Hassanzadeh, Reihaneh, et al.
Published: (2025)
CrossFusion: A Multi-Scale Cross-Attention Convolutional Fusion Model for Cancer Survival Prediction
by: Soraki, Rustin, et al.
Published: (2025)
by: Soraki, Rustin, et al.
Published: (2025)
Similar Items
-
Semantic-guided Masked Mutual Learning for Multi-modal Brain Tumor Segmentation with Arbitrary Missing Modalities
by: Liang, Guoyan, et al.
Published: (2025) -
Unified Multi-Modal Image Synthesis for Missing Modality Imputation
by: Zhang, Yue, et al.
Published: (2023) -
Biologically Inspired Deep Learning Approaches for Fetal Ultrasound Image Classification
by: Prochii, Rinat, et al.
Published: (2025) -
Multi-modal Learning with Missing Modality in Predicting Axillary Lymph Node Metastasis
by: Zhang, Shichuan, et al.
Published: (2024) -
Survival Prediction in Lung Cancer through Multi-Modal Representation Learning
by: Farooq, Aiman, et al.
Published: (2024)