Comparative Study of Generative Models for Early Detection of Failures in Medical Devices
Fuente:
arXiv
Saved in:
| Main Authors: | Sadanandan, Binesh, Nobar, Bahareh Arghavani, Behzadan, Vahid |
|---|---|
| Format: | Preprint |
| Published: |
2025
|
| Subjects: | |
| Online Access: | |
| Tags: |
Add Tag
No Tags, Be the first to tag this record!
|
Similar Items
Predictive Entropy Links Calibration and Paraphrase Sensitivity in Medical Vision-Language Models
by: Sadanandan, Binesh, et al.
Published: (2026)
by: Sadanandan, Binesh, et al.
Published: (2026)
PSF-Med: Measuring and Explaining Paraphrase Sensitivity in Medical Vision Language Models
by: Sadanandan, Binesh, et al.
Published: (2026)
by: Sadanandan, Binesh, et al.
Published: (2026)
VSF-Med:A Vulnerability Scoring Framework for Medical Vision-Language Models
by: Sadanandan, Binesh, et al.
Published: (2025)
by: Sadanandan, Binesh, et al.
Published: (2025)
When Chain-of-Thought Backfires: Evaluating Prompt Sensitivity in Medical Language Models
by: Sadanandan, Binesh, et al.
Published: (2026)
by: Sadanandan, Binesh, et al.
Published: (2026)
Mechanistically Guided LoRA Improves Paraphrase Consistency in Medical Vision-Language Models
by: Sadanandan, Binesh, et al.
Published: (2026)
by: Sadanandan, Binesh, et al.
Published: (2026)
Consistent but Dangerous: Per-Sample Safety Classification Reveals False Reliability in Medical Vision-Language Models
by: Sadanandan, Binesh, et al.
Published: (2026)
by: Sadanandan, Binesh, et al.
Published: (2026)
Promise of Data-Driven Modeling and Decision Support for Precision Oncology and Theranostics
by: Sadanandan, Binesh, et al.
Published: (2025)
by: Sadanandan, Binesh, et al.
Published: (2025)
Multimodal Deep Learning for Early Prediction of Patient Deterioration in the ICU: Integrating Time-Series EHR Data with Clinical Notes
by: Sadanandan, Binesh
Published: (2026)
by: Sadanandan, Binesh
Published: (2026)
A Multi-Modal Foundational Model for Wireless Communication and Sensing
by: Yazdnian, Vahid, et al.
Published: (2026)
by: Yazdnian, Vahid, et al.
Published: (2026)
Deep Representation Learning-Based Dynamic Trajectory Phenotyping for Acute Respiratory Failure in Medical Intensive Care Units
by: Wu, Alan, et al.
Published: (2024)
by: Wu, Alan, et al.
Published: (2024)
Fusion of ECG Foundation Model Embeddings to Improve Early Detection of Acute Coronary Syndromes
by: Meng, Zeyuan, et al.
Published: (2025)
by: Meng, Zeyuan, et al.
Published: (2025)
A Comparative Study of Deep Learning and Iterative Algorithms for Joint Channel Estimation and Signal Detection in OFDM Systems
by: Ju, Haocheng, et al.
Published: (2023)
by: Ju, Haocheng, et al.
Published: (2023)
Conflict-Aware Robust Design for Covert Wireless Communications
by: Arghavani, Abbas
Published: (2026)
by: Arghavani, Abbas
Published: (2026)
Robust Score-Based Quickest Change Detection
by: Moushegian, Sean, et al.
Published: (2024)
by: Moushegian, Sean, et al.
Published: (2024)
An Unobtrusive and Lightweight Ear-worn System for Continuous Epileptic Seizure Detection
by: Aziz, Abdul, et al.
Published: (2024)
by: Aziz, Abdul, et al.
Published: (2024)
Mechanistic Interpretability with Sparse Autoencoder Neural Operators
by: Tolooshams, Bahareh, et al.
Published: (2025)
by: Tolooshams, Bahareh, et al.
Published: (2025)
Addressing Challenges in Data Quality and Model Generalization for Malaria Detection
by: Kabore, Kiswendsida Kisito, et al.
Published: (2024)
by: Kabore, Kiswendsida Kisito, et al.
Published: (2024)
DeviceScope: An Interactive App to Detect and Localize Appliance Patterns in Electricity Consumption Time Series
by: Petralia, Adrien, et al.
Published: (2025)
by: Petralia, Adrien, et al.
Published: (2025)
Pre-, In-, and Post-Processing Class Imbalance Mitigation Techniques for Failure Detection in Optical Networks
by: Ali, Yousuf Moiz, et al.
Published: (2025)
by: Ali, Yousuf Moiz, et al.
Published: (2025)
Experimental Demonstration of Online Learning-Based Concept Drift Adaptation for Failure Detection in Optical Networks
by: Ali, Yousuf Moiz, et al.
Published: (2026)
by: Ali, Yousuf Moiz, et al.
Published: (2026)
ESDS: AI-Powered Early Stunting Detection and Monitoring System using Edited Radius-SMOTE Algorithm
by: Pramana, A. A. Gde Yogi, et al.
Published: (2024)
by: Pramana, A. A. Gde Yogi, et al.
Published: (2024)
Conditional Score Learning for Quickest Change Detection in Markov Transition Kernels
by: Chen, Wuxia, et al.
Published: (2025)
by: Chen, Wuxia, et al.
Published: (2025)
Deep Learning Modeling Method for RF Devices Based on Uniform Noise Training Set
by: Hu, Zhaokun, et al.
Published: (2024)
by: Hu, Zhaokun, et al.
Published: (2024)
RASPNet: A Benchmark Dataset for Radar Adaptive Signal Processing Applications
by: Venkatasubramanian, Shyam, et al.
Published: (2024)
by: Venkatasubramanian, Shyam, et al.
Published: (2024)
Early Prediction of Natural Gas Pipeline Leaks Using the MKTCN Model
by: Li, Xuguang, et al.
Published: (2024)
by: Li, Xuguang, et al.
Published: (2024)
Discriminative reconstruction via simultaneous dense and sparse coding
by: Tasissa, Abiy, et al.
Published: (2020)
by: Tasissa, Abiy, et al.
Published: (2020)
On-Device Training of PV Power Forecasting Models in a Smart Meter for Grid Edge Intelligence
by: Huang, Jian, et al.
Published: (2025)
by: Huang, Jian, et al.
Published: (2025)
Coronary Artery Disease Classification Using One-dimensional Convolutional Neural Network
by: Phoemsuk, Atitaya, et al.
Published: (2024)
by: Phoemsuk, Atitaya, et al.
Published: (2024)
Real-Time Forecasting of Pathological Gait via IMU Navigation: A Few-Shot and Generative Learning Framework for Wearable Devices
by: Zhang, Wenwen, et al.
Published: (2024)
by: Zhang, Wenwen, et al.
Published: (2024)
Decentralized Federated Learning With Energy Harvesting Devices
by: Zhang, Kai, et al.
Published: (2026)
by: Zhang, Kai, et al.
Published: (2026)
Robust Learning-Based Sparse Recovery for Device Activity Detection in Grant-Free Random Access Cell-Free Massive MIMO: Enhancing Resilience to Impairments
by: Elkeshawy, Ali, et al.
Published: (2025)
by: Elkeshawy, Ali, et al.
Published: (2025)
Unsupervised Anomaly Detection and Localization with Generative Adversarial Networks
by: Abdelli, Khouloud, et al.
Published: (2024)
by: Abdelli, Khouloud, et al.
Published: (2024)
Federated Learning With Energy Harvesting Devices: An MDP Framework
by: Zhang, Kai, et al.
Published: (2024)
by: Zhang, Kai, et al.
Published: (2024)
The Role of Review Process Failures in Affective State Estimation: An Empirical Investigation of DEAP Dataset
by: Khan, Nazmun N, et al.
Published: (2025)
by: Khan, Nazmun N, et al.
Published: (2025)
A Comparative Study of Invariance-Aware Loss Functions for Deep Learning-based Gridless Direction-of-Arrival Estimation
by: Chen, Kuan-Lin, et al.
Published: (2025)
by: Chen, Kuan-Lin, et al.
Published: (2025)
HeartBERT: A Self-Supervised ECG Embedding Model for Efficient and Effective Medical Signal Analysis
by: Tahery, Saedeh, et al.
Published: (2024)
by: Tahery, Saedeh, et al.
Published: (2024)
Unfolding Target Detection with State Space Model
by: Yu, Luca Jiang-Tao, et al.
Published: (2024)
by: Yu, Luca Jiang-Tao, et al.
Published: (2024)
Integrative Deep Learning Framework for Parkinson's Disease Early Detection using Gait Cycle Data Measured by Wearable Sensors: A CNN-GRU-GNN Approach
by: Rashnu, Alireza, et al.
Published: (2024)
by: Rashnu, Alireza, et al.
Published: (2024)
Self-Supervised and Topological Signal-Quality Assessment for Any PPG Device
by: Shao, Wei, et al.
Published: (2025)
by: Shao, Wei, et al.
Published: (2025)
Sim2Real Deep Transfer for Per-Device CFO Calibration
by: Zheng, Jingze, et al.
Published: (2026)
by: Zheng, Jingze, et al.
Published: (2026)
Similar Items
-
Predictive Entropy Links Calibration and Paraphrase Sensitivity in Medical Vision-Language Models
by: Sadanandan, Binesh, et al.
Published: (2026) -
PSF-Med: Measuring and Explaining Paraphrase Sensitivity in Medical Vision Language Models
by: Sadanandan, Binesh, et al.
Published: (2026) -
VSF-Med:A Vulnerability Scoring Framework for Medical Vision-Language Models
by: Sadanandan, Binesh, et al.
Published: (2025) -
When Chain-of-Thought Backfires: Evaluating Prompt Sensitivity in Medical Language Models
by: Sadanandan, Binesh, et al.
Published: (2026) -
Mechanistically Guided LoRA Improves Paraphrase Consistency in Medical Vision-Language Models
by: Sadanandan, Binesh, et al.
Published: (2026)