Akifumi Hagiwara

Structured clinical reasoning prompt enhances LLM’s diagnostic capabilities in diagnosis please quiz cases

2024 · 22 Zit. · Japanese Journal of Radiology

Optimizing GPT-4 Turbo Diagnostic Accuracy in Neuroradiology through Prompt Engineering and Confidence Thresholds

2024 · 21 Zit. · Diagnostics

Retrieval-augmented generation elevates local LLM quality in radiology contrast media consultation

2025 · 14 Zit. · npj Digital Medicine

Structured Clinical Reasoning Prompt Enhances LLM’s Diagnostic Capabilities in Diagnosis Please Quiz Cases

2024 · 4 Zit. · medRxiv

Influence of Prior Probability Information on Large Language Model Performance in Radiological Diagnosis

2024 · 2 Zit. · medRxiv

Prompt Engineering Strategies Improve the Diagnostic Accuracy of GPT-4 Turbo in Neuroradiology Cases

2024 · 2 Zit. · medRxiv

"This Is a Quiz” Premise Input: A Key to Unlocking Higher Diagnostic Accuracy in Large Language Models

2024 · 2 Zit. · Cureus

Beyond Reporting: Claude 3.7 Sonnet Accurately Classifies T Stage and Uncovers Omitted Anatomic Invasion in Nasopharyngeal Carcinoma Magnetic Resonance Imaging (MRI) Reports

2025 · 0 Zit. · Cureus

Large Language Model-Based Automated Tumor, Node, Metastasis Staging and Resectability Assessment for Pancreatic Cancer in Radiology Reports With Detection of Incomplete Documentation

2025 · 0 Zit. · Cureus