Bridging the Trust Gap: Clinician-Validated Hybrid Explainable AI for Maternal Health Risk Assessment in Bangladesh
Fuente:
arXiv
Enregistré dans:
| Auteurs principaux: | Yesmin, Farjana, Shirmin, Nusrat, Bristy, Suraiya Shabnam |
|---|---|
| Format: | Preprint |
| Publié: |
2026
|
| Sujets: | |
| Accès en ligne: | |
| Tags: |
Ajouter un tag
Pas de tags, Soyez le premier à ajouter un tag!
|
Documents similaires
A Fuzzy Logic-Based Framework for Explainable Machine Learning in Big Data Analytics
par: Yesmin, Farjana, et autres
Publié: (2025)
par: Yesmin, Farjana, et autres
Publié: (2025)
FairHealth: An Open-Source Python Library for Trustworthy Healthcare AI in Low-Resource Settings
par: Yesmin, Farjana
Publié: (2026)
par: Yesmin, Farjana
Publié: (2026)
Data-Driven Analysis of Intersectional Bias in Image Classification: A Framework with Bias-Weighted Augmentation
par: Yesmin, Farjana
Publié: (2025)
par: Yesmin, Farjana
Publié: (2025)
Toward Equitable Recovery: A Fairness-Aware AI Framework for Prioritizing Post-Flood Aid in Bangladesh
par: Yesmin, Farjana, et autres
Publié: (2025)
par: Yesmin, Farjana, et autres
Publié: (2025)
MedHE: Communication-Efficient Privacy-Preserving Federated Learning with Adaptive Gradient Sparsification for Healthcare
par: Yesmin, Farjana
Publié: (2025)
par: Yesmin, Farjana
Publié: (2025)
SES: Bridging the Gap Between Explainability and Prediction of Graph Neural Networks
par: Huang, Zhenhua, et autres
Publié: (2024)
par: Huang, Zhenhua, et autres
Publié: (2024)
Bridging the Gap: Representation Spaces in Neuro-Symbolic AI
par: Zhang, Xin, et autres
Publié: (2024)
par: Zhang, Xin, et autres
Publié: (2024)
Blockchain-Enabled Explainable AI for Trusted Healthcare Systems
par: Mohsin, Md Talha
Publié: (2025)
par: Mohsin, Md Talha
Publié: (2025)
Position: Bridge the Gaps between Machine Unlearning and AI Regulation
par: Marino, Bill, et autres
Publié: (2025)
par: Marino, Bill, et autres
Publié: (2025)
ABCD: Trust enhanced Attention based Convolutional Autoencoder for Risk Assessment
par: Naidu, Sarala, et autres
Publié: (2024)
par: Naidu, Sarala, et autres
Publié: (2024)
An Explainable AI based approach for Monitoring Animal Health
par: Jana, Rahul, et autres
Publié: (2025)
par: Jana, Rahul, et autres
Publié: (2025)
Learning-to-Explain through 20Q Gaming: An Explainable Recommender for Cybersecurity Education
par: Nusrat, Mary, et autres
Publié: (2026)
par: Nusrat, Mary, et autres
Publié: (2026)
TrustGuard: GNN-based Robust and Explainable Trust Evaluation with Dynamicity Support
par: Wang, Jie, et autres
Publié: (2023)
par: Wang, Jie, et autres
Publié: (2023)
Learning Explainable Treatment Policies with Clinician-Informed Representations: A Practical Approach
par: Ferstad, Johannes O., et autres
Publié: (2024)
par: Ferstad, Johannes O., et autres
Publié: (2024)
Mind the XAI Gap: A Human-Centered LLM Framework for Democratizing Explainable AI
par: Paraschou, Eva, et autres
Publié: (2025)
par: Paraschou, Eva, et autres
Publié: (2025)
Predictive Modeling and Explainable AI for Veterinary Safety Profiles, Residue Assessment, and Health Outcomes Using Real-World Data and Physicochemical Properties
par: Sholehrasa, Hossein, et autres
Publié: (2025)
par: Sholehrasa, Hossein, et autres
Publié: (2025)
TrueGradeAI: Retrieval-Augmented and Bias-Resistant AI for Transparent and Explainable Digital Assessments
par: Thakur, Rakesh, et autres
Publié: (2025)
par: Thakur, Rakesh, et autres
Publié: (2025)
Mind the Gap! Bridging Explainable Artificial Intelligence and Human Understanding with Luhmann's Functional Theory of Communication
par: Keenan, Bernard, et autres
Publié: (2023)
par: Keenan, Bernard, et autres
Publié: (2023)
AI for Water Sustainability: Global Water Quality Assessment and Prediction with Explainable AI with LLM Chatbot for Insights
par: Paneru, Biplov, et autres
Publié: (2024)
par: Paneru, Biplov, et autres
Publié: (2024)
Bridging Explainability and Embeddings: BEE Aware of Spuriousness
par: Păduraru, Cristian Daniel, et autres
Publié: (2024)
par: Păduraru, Cristian Daniel, et autres
Publié: (2024)
Building Trust in Black-box Optimization: A Comprehensive Framework for Explainability
par: Nezami, Nazanin, et autres
Publié: (2024)
par: Nezami, Nazanin, et autres
Publié: (2024)
SafePowerGraph-HIL: Real-Time HIL Validation of Heterogeneous GNNs for Bridging Sim-to-Real Gap in Power Grids
par: Ma, Aoxiang, et autres
Publié: (2025)
par: Ma, Aoxiang, et autres
Publié: (2025)
Optimizing Risk-averse Human-AI Hybrid Teams
par: Fuchs, Andrew, et autres
Publié: (2024)
par: Fuchs, Andrew, et autres
Publié: (2024)
Designing Interpretable ML System to Enhance Trust in Healthcare: A Systematic Review to Proposed Responsible Clinician-AI-Collaboration Framework
par: Nasarian, Elham, et autres
Publié: (2023)
par: Nasarian, Elham, et autres
Publié: (2023)
Bridging Dynamics Gaps via Diffusion Schrödinger Bridge for Cross-Domain Reinforcement Learning
par: Zhang, Hanping, et autres
Publié: (2026)
par: Zhang, Hanping, et autres
Publié: (2026)
PromptGCN: Bridging Subgraph Gaps in Lightweight GCNs
par: Ji, Shengwei, et autres
Publié: (2024)
par: Ji, Shengwei, et autres
Publié: (2024)
Bridging the Domain Gap in Equation Distillation with Reinforcement Feedback
par: Ying, Wangyang, et autres
Publié: (2025)
par: Ying, Wangyang, et autres
Publié: (2025)
GLEAMS: Bridging the Gap Between Local and Global Explanations
par: Visani, Giorgio, et autres
Publié: (2024)
par: Visani, Giorgio, et autres
Publié: (2024)
Explainable AI needs formalization
par: Haufe, Stefan, et autres
Publié: (2024)
par: Haufe, Stefan, et autres
Publié: (2024)
IRL for Restless Multi-Armed Bandits with Applications in Maternal and Child Health
par: Jain, Gauri, et autres
Publié: (2024)
par: Jain, Gauri, et autres
Publié: (2024)
AIS-LLM: A Unified Framework for Maritime Trajectory Prediction, Anomaly Detection, and Collision Risk Assessment with Explainable Forecasting
par: Park, Hyobin, et autres
Publié: (2025)
par: Park, Hyobin, et autres
Publié: (2025)
Generative AI for Health Technology Assessment: Opportunities, Challenges, and Policy Considerations
par: Fleurence, Rachael, et autres
Publié: (2024)
par: Fleurence, Rachael, et autres
Publié: (2024)
Approaches to Responsible Governance of GenAI in Organizations
par: Gandhi, Dhari, et autres
Publié: (2025)
par: Gandhi, Dhari, et autres
Publié: (2025)
Bridging the Gap in XAI-Why Reliable Metrics Matter for Explainability and Compliance
par: Seth, Pratinav, et autres
Publié: (2025)
par: Seth, Pratinav, et autres
Publié: (2025)
Learning from Disagreement: Clinician Overrides as Implicit Preference Signals for Clinical AI in Value-Based Care
par: Singh, Prabhjot, et autres
Publié: (2026)
par: Singh, Prabhjot, et autres
Publié: (2026)
Rethinking Explainability in the Era of Multimodal AI
par: Agarwal, Chirag
Publié: (2025)
par: Agarwal, Chirag
Publié: (2025)
Explainable AI For Early Detection Of Sepsis
par: Thakur, Atharva, et autres
Publié: (2025)
par: Thakur, Atharva, et autres
Publié: (2025)
Verifying Machine Unlearning with Explainable AI
par: Vidal, Àlex Pujol, et autres
Publié: (2024)
par: Vidal, Àlex Pujol, et autres
Publié: (2024)
Hybrid Attribution Priors for Explainable and Robust Model Training
par: Zhang, Zhuoran, et autres
Publié: (2025)
par: Zhang, Zhuoran, et autres
Publié: (2025)
Bridging Domain Gaps with Target-Aligned Generation for Offline Reinforcement Learning
par: Kim, Minung, et autres
Publié: (2026)
par: Kim, Minung, et autres
Publié: (2026)
Documents similaires
-
A Fuzzy Logic-Based Framework for Explainable Machine Learning in Big Data Analytics
par: Yesmin, Farjana, et autres
Publié: (2025) -
FairHealth: An Open-Source Python Library for Trustworthy Healthcare AI in Low-Resource Settings
par: Yesmin, Farjana
Publié: (2026) -
Data-Driven Analysis of Intersectional Bias in Image Classification: A Framework with Bias-Weighted Augmentation
par: Yesmin, Farjana
Publié: (2025) -
Toward Equitable Recovery: A Fairness-Aware AI Framework for Prioritizing Post-Flood Aid in Bangladesh
par: Yesmin, Farjana, et autres
Publié: (2025) -
MedHE: Communication-Efficient Privacy-Preserving Federated Learning with Adaptive Gradient Sparsification for Healthcare
par: Yesmin, Farjana
Publié: (2025)