Self-Supervised Learning for Interventional Image Analytics: Towards Robust Device Trackers
Fuente:
arXiv
Saved in:
| Main Authors: | Islam, Saahil, Murthy, Venkatesh N., Neumann, Dominik, Das, Badhan Kumar, Sharma, Puneet, Maier, Andreas, Comaniciu, Dorin, Ghesu, Florin C. |
|---|---|
| Format: | Preprint |
| Published: |
2024
|
| Subjects: | |
| Online Access: | |
| Tags: |
Add Tag
No Tags, Be the first to tag this record!
|
Similar Items
A Novel Tracking Framework for Devices in X-ray Leveraging Supplementary Cue-Driven Self-Supervised Features
by: Islam, Saahil, et al.
Published: (2025)
by: Islam, Saahil, et al.
Published: (2025)
SegResMamba: An Efficient Architecture for 3D Medical Image Segmentation
by: Das, Badhan Kumar, et al.
Published: (2025)
by: Das, Badhan Kumar, et al.
Published: (2025)
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)
AdaViT: Adaptive Vision Transformer for Flexible Pretrain and Finetune with Variable 3D Medical Image Modalities
by: Das, Badhan Kumar, et al.
Published: (2025)
by: Das, Badhan Kumar, et al.
Published: (2025)
Multi-Plane Vision Transformer for Hemorrhage Classification Using Axial and Sagittal MRI Data
by: Das, Badhan Kumar, et al.
Published: (2025)
by: Das, Badhan Kumar, et al.
Published: (2025)
Single shot full plan deep learning dose computation for radiation therapy using spherical harmonics
by: Martin F. Kraus, et al.
Published: (2026)
by: Martin F. Kraus, et al.
Published: (2026)
VIViT: Variable-Input Vision Transformer Framework for 3D MR Image Segmentation
by: Das, Badhan Kumar, et al.
Published: (2025)
by: Das, Badhan Kumar, et al.
Published: (2025)
Towards a vision foundation model for comprehensive assessment of Cardiac MRI
by: Jacob, Athira J, et al.
Published: (2024)
by: Jacob, Athira J, et al.
Published: (2024)
Multi-Agent Reinforcement Learning Meets Leaf Sequencing in Radiotherapy
by: Gao, Riqiang, et al.
Published: (2024)
by: Gao, Riqiang, et al.
Published: (2024)
Learning to Optimize Radiotherapy Plans via Fluence Maps Diffusion Model Generation and LSTM-based Optimization
by: Poles, Isabella, et al.
Published: (2026)
by: Poles, Isabella, et al.
Published: (2026)
Demo: Generative AI helps Radiotherapy Planning with User Preference
by: Gao, Riqiang, et al.
Published: (2025)
by: Gao, Riqiang, et al.
Published: (2025)
Any2Any 3D Diffusion Models with Knowledge Transfer: A Radiotherapy Planning Study
by: Wang, Yuhan, et al.
Published: (2026)
by: Wang, Yuhan, et al.
Published: (2026)
EchoVLM: Measurement-Grounded Multimodal Learning for Echocardiography
by: Li, Yuheng, et al.
Published: (2025)
by: Li, Yuheng, et al.
Published: (2025)
AI End-to-End Radiation Treatment Planning Under One Second
by: Arberet, Simon, et al.
Published: (2026)
by: Arberet, Simon, et al.
Published: (2026)
Exemplar Med-DETR: Toward Generalized and Robust Lesion Detection in Mammogram Images and beyond
by: Bhat, Sheethal, et al.
Published: (2025)
by: Bhat, Sheethal, et al.
Published: (2025)
Towards Integrating Epistemic Uncertainty Estimation into the Radiotherapy Workflow
by: Teichmann, Marvin Tom, et al.
Published: (2024)
by: Teichmann, Marvin Tom, et al.
Published: (2024)
An Analytical Model for Transit Light Curves
by: Dorin Drignei
Published: (2024)
by: Dorin Drignei
Published: (2024)
Smart Traffic Signals: Comparing MARL and Fixed-Time Strategies
by: Mahato, Saahil
Published: (2025)
by: Mahato, Saahil
Published: (2025)
Robust Constrained Partial Least Squares: A Robust Integrated Algorithm for Multivariate Regression in the Presence of Outliers, Interfering Analytes, and Structured External Influences
by: Puneet Mishra
Published: (2026)
by: Puneet Mishra
Published: (2026)
Multi-Agent Reinforcement Learning with Long-Term Performance Objectives for Service Workforce Optimization
by: Eissa, Kareem, et al.
Published: (2025)
by: Eissa, Kareem, et al.
Published: (2025)
Goal-conditioned reinforcement learning for ultrasound navigation guidance
by: Amadou, Abdoul Aziz, et al.
Published: (2024)
by: Amadou, Abdoul Aziz, et al.
Published: (2024)
Addressing Data Scarcity in 3D Trauma Detection through Self-Supervised and Semi-Supervised Learning with Vertex Relative Position Encoding
by: Chaudhary, Shivam, et al.
Published: (2026)
by: Chaudhary, Shivam, et al.
Published: (2026)
ProFeAT: Projected Feature Adversarial Training for Self-Supervised Learning of Robust Representations
by: Addepalli, Sravanti, et al.
Published: (2024)
by: Addepalli, Sravanti, et al.
Published: (2024)
AUTOMATING-SECURITY-FROM-THE-START-DEVSECOPS-ENSURES-SECURITY-ISNT-AN-AFTERTHOUGHT-BUT-PART-OF-THE-PROCESS
by: Sharma, Puneet
Published: (2019)
by: Sharma, Puneet
Published: (2019)
General-Purpose vs. Domain-Adapted Large Language Models for Extraction of Structured Data from Chest Radiology Reports
by: Dhanaliwala, Ali H., et al.
Published: (2023)
by: Dhanaliwala, Ali H., et al.
Published: (2023)
Sustainable Bacterial Cellulose‐Based Biomaterials: Merging Nanotechnology and Biomedicine for Enhanced Burn Wound Therapy
by: Lovekesh Nagpal, et al.
Published: (2026)
by: Lovekesh Nagpal, et al.
Published: (2026)
Optimal Intervention for Self-triggering Spatial Networks with Application to Urban Crime Analytics
by: Das, Pramit, et al.
Published: (2025)
by: Das, Pramit, et al.
Published: (2025)
Unbalanced optimal transport for robust longitudinal lesion evolution with registration-aware and appearance-guided priors
by: Qahqaie, Melika, et al.
Published: (2026)
by: Qahqaie, Melika, et al.
Published: (2026)
Toward Quantum Utility in Finance: A Robust Data-Driven Algorithm for Asset Clustering
by: Sharma, Shivam, et al.
Published: (2025)
by: Sharma, Shivam, et al.
Published: (2025)
Using Deep Learning Models Pretrained by Self-Supervised Learning for Protein Localization
by: Isselmann, Ben, et al.
Published: (2026)
by: Isselmann, Ben, et al.
Published: (2026)
Towards Linking Histological Changes to Liver Viscoelasticity: A Hybrid Analytical-Computational Micromechanics Approach
by: Shah, Haritya, et al.
Published: (2024)
by: Shah, Haritya, et al.
Published: (2024)
DINO-Tracker: Taming DINO for Self-Supervised Point Tracking in a Single Video
by: Tumanyan, Narek, et al.
Published: (2024)
by: Tumanyan, Narek, et al.
Published: (2024)
Koopman Representations for Early Outbreak Warning and Minimal Counterfactual Intervention in Multi-Agent Epidemic Simulations
by: Leon, Florin
Published: (2026)
by: Leon, Florin
Published: (2026)
Security and Privacy Challenges of Large Language Models: A Survey
by: Das, Badhan Chandra, et al.
Published: (2024)
by: Das, Badhan Chandra, et al.
Published: (2024)
Accurate and Efficient Two-Stage Gun Detection in Video
by: Das, Badhan Chandra, et al.
Published: (2025)
by: Das, Badhan Chandra, et al.
Published: (2025)
System Prompt Extraction Attacks and Defenses in Large Language Models
by: Das, Badhan Chandra, et al.
Published: (2025)
by: Das, Badhan Chandra, et al.
Published: (2025)
Privacy Risks Analysis and Mitigation in Federated Learning for Medical Images
by: Das, Badhan Chandra, et al.
Published: (2023)
by: Das, Badhan Chandra, et al.
Published: (2023)
In-depth Analysis of Privacy Threats in Federated Learning for Medical Data
by: Das, Badhan Chandra, et al.
Published: (2024)
by: Das, Badhan Chandra, et al.
Published: (2024)
Visible‐Light‐Driven N ‐Alkylation of Quinoxalin‐2(1 H )‐ones With Aryl Diazo Esters
by: Sudhir Kumar Hota, et al.
Published: (2026)
by: Sudhir Kumar Hota, et al.
Published: (2026)
A Beam's Eye View to Fluence Maps 3D Network for Ultra Fast VMAT Radiotherapy Planning
by: Arberet, Simon, et al.
Published: (2025)
by: Arberet, Simon, et al.
Published: (2025)
Similar Items
-
A Novel Tracking Framework for Devices in X-ray Leveraging Supplementary Cue-Driven Self-Supervised Features
by: Islam, Saahil, et al.
Published: (2025) -
SegResMamba: An Efficient Architecture for 3D Medical Image Segmentation
by: Das, Badhan Kumar, et al.
Published: (2025) -
Self Pre-training with Adaptive Mask Autoencoders for Variable-Contrast 3D Medical Imaging
by: Das, Badhan Kumar, et al.
Published: (2025) -
AdaViT: Adaptive Vision Transformer for Flexible Pretrain and Finetune with Variable 3D Medical Image Modalities
by: Das, Badhan Kumar, et al.
Published: (2025) -
Multi-Plane Vision Transformer for Hemorrhage Classification Using Axial and Sagittal MRI Data
by: Das, Badhan Kumar, et al.
Published: (2025)