Cover Image

AMD-Mamba: A Phenotype-Aware Multi-Modal Framework for Robust AMD Prognosis

Fuente: arXiv

Saved in:

Bibliographic Details
Main Authors:	Wu, Puzhen, Lin, Mingquan, Chen, Qingyu, Chew, Emily Y., Lu, Zhiyong, Peng, Yifan, Dong, Hexin
Format:	Preprint
Published:	2025
Subjects:	Image and Video Processing Computer Vision and Pattern Recognition
Online Access:	Acceder al recurso
Tags:	Add Tag No Tags, Be the first to tag this record!

Similar Items

OCTA-Based Biomarker Characterization in nAMD
by: Tivadar, MAria Simona, et al.
Published: (2026)

HYAMD High-Resolution Fundus Image Dataset for age related macular degeneration (AMD) Diagnosis
by: Meisel, Meishar, et al.
Published: (2025)

A Composite Alignment-Aware Framework for Myocardial Lesion Segmentation in Multi-sequence CMR Images
by: Gao, Yifan, et al.
Published: (2025)

MedMambaLite: Hardware-Aware Mamba for Medical Image Classification
by: Aalishah, Romina, et al.
Published: (2025)

A Multi-Modal Deep Learning Framework for Pan-Cancer Prognosis
by: Zhang, Binyu, et al.
Published: (2025)

MMR-Mamba: Multi-Modal MRI Reconstruction with Mamba and Spatial-Frequency Information Fusion
by: Zou, Jing, et al.
Published: (2024)

Morph-SSL: Self-Supervision with Longitudinal Morphing to Predict AMD Progression from OCT
by: Chakravarty, Arunava, et al.
Published: (2023)

UU-Mamba: Uncertainty-aware U-Mamba for Cardiac Image Segmentation
by: Tsai, Ting Yu, et al.
Published: (2024)

Temporal-Enhanced Interpretable Multi-Modal Prognosis and Risk Stratification Framework for Diabetic Retinopathy (TIMM-ProRS)
by: Kar, Susmita, et al.
Published: (2026)

Automatic detection and prediction of nAMD activity change in retinal OCT using Siamese networks and Wasserstein Distance for ordinality
by: Emre, Taha, et al.
Published: (2025)

Cross-Modal Interactive Perception Network with Mamba for Lung Tumor Segmentation in PET-CT Images
by: Mei, Jie, et al.
Published: (2025)

Deep Speckle Holography Redefines Label-free Nanoparticle Phenotyping
by: Zhu, Yanmin, et al.
Published: (2026)

MaDiNet: Mamba Diffusion Network for SAR Target Detection
by: Zhou, Jie, et al.
Published: (2024)

MDN: Mamba-Driven Dualstream Network For Medical Hyperspectral Image Segmentation
by: Lin, Shijie, et al.
Published: (2025)

Post-Training Quantization for Vision Mamba with k-Scaled Quantization and Reparameterization
by: Shi, Bo-Yun, et al.
Published: (2025)

WeGA: Weakly-Supervised Global-Local Affinity Learning Framework for Lymph Node Metastasis Prediction in Rectal Cancer
by: Gao, Yifan, et al.
Published: (2025)

CT-Mamba: A Hybrid Convolutional State Space Model for Low-Dose CT Denoising
by: Li, Linxuan, et al.
Published: (2024)

Multi-omic Prognosis of Alzheimer's Disease with Asymmetric Cross-Modal Cross-Attention Network
by: Ming, Yang, et al.
Published: (2025)

Semantic-guided Masked Mutual Learning for Multi-modal Brain Tumor Segmentation with Arbitrary Missing Modalities
by: Liang, Guoyan, et al.
Published: (2025)

USEANet: Ultrasound-Specific Edge-Aware Multi-Branch Network for Lightweight Medical Image Segmentation
by: Gao, Jingyi, et al.
Published: (2025)

EdgeNavMamba: Mamba Optimized Object Detection for Energy Efficient Edge Devices
by: Aalishah, Romina, et al.
Published: (2025)

SASA: Saliency-Aware Self-Adaptive Snapshot Compressive Imaging
by: Zhao, Yaping, et al.
Published: (2023)

FermatSyn: SAM2-Enhanced Bidirectional Mamba with Isotropic Spiral Scanning for Multi-Modal Medical Image Synthesis
by: Yuan, Feng
Published: (2025)

Unified Multi-Modal Image Synthesis for Missing Modality Imputation
by: Zhang, Yue, et al.
Published: (2023)

ModAn-MulSupCon: Modality-and Anatomy-Aware Multi-Label Supervised Contrastive Pretraining for Medical Imaging
by: Takaya, Eichi, et al.
Published: (2025)

Retrieval Augmented Generation with Multi-Modal LLM Framework for Wireless Environments
by: Mohsin, Muhammad Ahmed, et al.
Published: (2025)

M2Diff: Multi-Modality Multi-Task Enhanced Diffusion Model for MRI-Guided Low-Dose PET Enhancement
by: Yar, Ghulam Nabi Ahmad Hassan, et al.
Published: (2026)

Multi-Dataset Multi-Task Learning for COVID-19 Prognosis
by: Ruffini, Filippo, et al.
Published: (2024)

CFMW: Cross-modality Fusion Mamba for Robust Object Detection under Adverse Weather
by: Li, Haoyuan, et al.
Published: (2024)

A Mamba-based Perceptual Loss Function for Learning-based UGC Transcoding
by: Qi, Zihao, et al.
Published: (2026)

Unsupervised Tumor-Aware Distillation for Multi-Modal Brain Image Translation
by: Huang, Chuan, et al.
Published: (2024)

DDUNet: Dual Dynamic U-Net for Highly-Efficient Cloud Segmentation
by: Li, Yijie, et al.
Published: (2025)

DeflareMamba: Hierarchical Vision Mamba for Contextually Consistent Lens Flare Removal
by: Huang, Yihang, et al.
Published: (2025)

Robust Live Streaming over LEO Satellite Constellations: Measurement, Analysis, and Handover-Aware Adaptation
by: Fang, Hao, et al.
Published: (2025)

GAMBAS: Generalised-Hilbert Mamba for Super-resolution of Paediatric Ultra-Low-Field MRI
by: Baljer, Levente, et al.
Published: (2025)

Adaptive Gate-Aware Mamba Networks for Magnetic Resonance Fingerprinting
by: Ding, Tianyi, et al.
Published: (2025)

$μ^2$Tokenizer: Differentiable Multi-Scale Multi-Modal Tokenizer for Radiology Report Generation
by: Li, Siyou, et al.
Published: (2025)

Cross-Scan Mamba with Masked Training for Robust Spectral Imaging
by: Tian, Wenzhe, et al.
Published: (2024)

Automating Vessel Segmentation in the Heart and Brain: A Trend to Develop Multi-Modality and Label-Efficient Deep Learning Techniques
by: Elsayed, Nazik, et al.
Published: (2024)

SafeClick: Error-Tolerant Interactive Segmentation of Any Medical Volumes via Hierarchical Expert Consensus
by: Gao, Yifan, et al.
Published: (2025)