Published: 2026-07-01

Articles

Integrating Checkpoint Repair Mechanisms in Computational Health Models

Sharmin Sheikh, Sohel Sarkar (Author)
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Adaptive Hallucination Mitigation Frameworks for Clinical Decision Support Systems Using Reinforcement Learning

Manoj Sharma, Kiran Singh (Author)
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Detecting Clinical Hallucinations in Large Language Model-Generated Medical Summaries Using Entropy-Based Confidence Scoring for Improved Patient Safety

Lei Yang, Lan Xu (Author)
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Benchmarking Truthfulness Metrics in Health-Oriented Large Language Models via Automated Fact Verification Pipelines

Kiran Das, Rahul Singh (Author)
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Advanced Error Correction Techniques in Machine Learning for Health Data

Mamun Rahman, Mitu Khan (Author)
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Checkpoint-Driven Error Recovery in Neural Clinical Decision Systems Using Program-of-Thought Reasoning

Amir Ghasemi, Sara Norouzi (Author)
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Optimizing Hallucination Detection in Clinical Decision Support Systems

Ayesha Alam, Nabila Alam (Author)
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Checkpoint-Augmented Clinical Reasoning: Applying Recoverable Program-of-Thought Frameworks to Medical Diagnostic Pipelines

Yan Yang, Naim Chowdhury (Author)
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Integrating Patient-Specific Data for Enhanced Hallucination Detection in Clinical Language Models

Nazmul Chowdhury, Tariq Haque (Author)
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Explainable AI-Driven Clinical Decision Support Systems for Real-Time Cardiovascular Risk Stratification in Resource-Limited Settings

Riya Kumar, Aarti Reddy (Author)
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Benchmarking Reliability Metrics for Large Language Models in Computational Health Applications

Anil Jain, Rahul Reddy (Author)
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Checkpoint-Guided Recovery of Clinical Reasoning Chains in Health-Focused Large Language Models

Hao Wang, Ting Chen (Author)
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