Toshiaki Akashi

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

2024 · 21 Zit. · Diagnostics

Fully automatic summarization of radiology reports using natural language processing with large language models

2024 · 19 Zit. · Informatics in Medicine Unlocked

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

2025 · 14 Zit. · npj Digital Medicine

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

2024 · 2 Zit. · medRxiv

Bridging the performance gap: systematic optimization of local LLMs for Japanese medical PHI extraction

2026 · 0 Zit. · Scientific Reports

2) Present and Future of AI-aided Radiological Diagnosis

2022 · 0 Zit. · Nihon Naika Gakkai Zasshi

Context-Aware Sentence Classification of Radiology Reports Using Synthetic Data: Development and Validation Study (Preprint)

2025 · 0 Zit. · Journal of Medical Internet Research

2) Present and Future of AI-aided Radiological Diagnosis

2022 · 0 Zit. · Nihon Naika Gakkai Zasshi