Cover Image

Radiation-Preserving Selective Imaging for Pediatric Hip Dysplasia: A Cross-Modal Ultrasound-Xray Policy with Limited Labels

Fuente: arXiv

Saved in:

Bibliographic Details
Main Authors:	Stothers, Duncan, Stothers, Ben, Schaeffer, Emily, Mulpuri, Kishore
Format:	Preprint
Published:	2025
Subjects:	Machine Learning Computer Vision and Pattern Recognition
Online Access:	Acceder al recurso
Tags:	Add Tag No Tags, Be the first to tag this record!

Similar Items

Fitzpatrick Thresholding for Skin Image Segmentation
by: Stothers, Duncan, et al.
Published: (2025)

Retuve: Automated Multi-Modality Analysis of Hip Dysplasia with Open Source AI
by: McArthur, Adam, et al.
Published: (2025)

Cross-Modality Clustering-based Self-Labeling for Multimodal Data Classification
by: Zyblewski, Paweł, et al.
Published: (2024)

Deep Learning-Based Automatic Diagnosis System for Developmental Dysplasia of the Hip
by: Li, Yang, et al.
Published: (2022)

GNSP: Gradient Null Space Projection for Preserving Cross-Modal Alignment in VLMs Continual Learning
by: Peng, Tiantian, et al.
Published: (2025)

Cross-Modal and Uni-Modal Soft-Label Alignment for Image-Text Retrieval
by: Huang, Hailang, et al.
Published: (2024)

Cross-Organ Domain Adaptive Neural Network for Pancreatic Endoscopic Ultrasound Image Segmentation
by: Yan, ZhiChao, et al.
Published: (2024)

Multi-Region Transfer Learning for Segmentation of Crop Field Boundaries in Satellite Images with Limited Labels
by: Kerner, Hannah, et al.
Published: (2024)

Data Selection for Fine-tuning Vision Language Models via Cross Modal Alignment Trajectories
by: Naharas, Nilay, et al.
Published: (2025)

Leveraging Semi-Supervised Learning to Enhance Data Mining for Image Classification under Limited Labeled Data
by: Shen, Aoran, et al.
Published: (2024)

Cross-Modal Self-Training: Aligning Images and Pointclouds to Learn Classification without Labels
by: Dharmasiri, Amaya, et al.
Published: (2024)

Enhancing Cross-Modal Fine-Tuning with Gradually Intermediate Modality Generation
by: Cai, Lincan, et al.
Published: (2024)

Conformal Cross-Modal Active Learning
by: Nguyen, Huy Hoang, et al.
Published: (2026)

Semi-MedRef: Semi-Supervised Medical Referring Image Segmentation with Cross-Modal Alignment
by: Li, Yuchen, et al.
Published: (2026)

Mind the Gap: Learning Modality-Agnostic Representations with a Cross-Modality UNet
by: Niu, Xin, et al.
Published: (2026)

Text-to-Image Cross-Modal Generation: A Systematic Review
by: Żelaszczyk, Maciej, et al.
Published: (2024)

Lightweight Facial Landmark Detection in Thermal Images via Multi-Level Cross-Modal Knowledge Transfer
by: Tong, Qiyi, et al.
Published: (2025)

Diffusion Reconstruction of Ultrasound Images with Informative Uncertainty
by: Zhang, Yuxin, et al.
Published: (2023)

Distilling Missing Modality Knowledge from Ultrasound for Endometriosis Diagnosis with Magnetic Resonance Images
by: Zhang, Yuan, et al.
Published: (2023)

Mind the Gap: Preserving and Compensating for the Modality Gap in CLIP-Based Continual Learning
by: Huang, Linlan, et al.
Published: (2025)

Contrastive Learning for Multimodal Human Activity Recognition with Limited Labeled Data
by: Jing, Long, et al.
Published: (2026)

Enhancing CLIP with CLIP: Exploring Pseudolabeling for Limited-Label Prompt Tuning
by: Menghini, Cristina, et al.
Published: (2023)

Hyperdimensional Cross-Modal Alignment of Frozen Language and Image Models for Efficient Image Captioning
by: Dalvi, Abhishek, et al.
Published: (2026)

Object-Aware Query Perturbation for Cross-Modal Image-Text Retrieval
by: Sogi, Naoya, et al.
Published: (2024)

PROMISE: Prompt-Attentive Hierarchical Contrastive Learning for Robust Cross-Modal Representation with Missing Modalities
by: Chen, Jiajun, et al.
Published: (2025)

Mine yOur owN Anatomy: Revisiting Medical Image Segmentation with Extremely Limited Labels
by: You, Chenyu, et al.
Published: (2022)

On the Value of Cross-Modal Misalignment in Multimodal Representation Learning
by: Cai, Yichao, et al.
Published: (2025)

Cross-Modal Redundancy and the Geometry of Vision-Language Embeddings
by: Dhimoïla, Grégoire, et al.
Published: (2026)

Quantifying Cross-Modality Memorization in Vision-Language Models
by: Wen, Yuxin, et al.
Published: (2025)

Cross-Modal Coordination Across a Diverse Set of Input Modalities
by: Sánchez, Jorge, et al.
Published: (2024)

Label Uncertainty for Ultrasound Segmentation
by: Shivaram, Malini, et al.
Published: (2025)

Dual-Granularity Cross-Modal Identity Association for Weakly-Supervised Text-to-Person Image Matching
by: Zhang, Yafei, et al.
Published: (2025)

Model Selection of Anomaly Detectors in the Absence of Labeled Validation Data
by: Fung, Clement, et al.
Published: (2023)

A Generalization Theory of Cross-Modality Distillation with Contrastive Learning
by: Lin, Hangyu, et al.
Published: (2024)

Bridge the Modality and Capability Gaps in Vision-Language Model Selection
by: Yi, Chao, et al.
Published: (2024)

MolFM-Lite: Multi-Modal Molecular Property Prediction with Conformer Ensemble Attention and Cross-Modal Fusion
by: Shah, Syed Omer, et al.
Published: (2026)

Ultrasound Report Generation with Cross-Modality Feature Alignment via Unsupervised Guidance
by: Li, Jun, et al.
Published: (2024)

FPL+: Filtered Pseudo Label-based Unsupervised Cross-Modality Adaptation for 3D Medical Image Segmentation
by: Wu, Jianghao, et al.
Published: (2024)

PromptMAD: Cross-Modal Prompting for Multi-Class Visual Anomaly Localization
by: McCain, Duncan, et al.
Published: (2026)

Preserving Domain Generalization in Fine-Tuning via Joint Parameter Selection
by: Pan, Bin, et al.
Published: (2025)