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Found 9 papers, 2 papers with code
On Computational Limits of Modern Hopfield Models: A Fine-Grained Complexity Analysis
Specifically, we establish an upper bound criterion for the norm of input query patterns and memory patterns.
3D-MIR: A Benchmark and Empirical Study on 3D Medical Image Retrieval in Radiology
The increasing use of medical imaging in healthcare settings presents a significant challenge due to the increasing workload for radiologists, yet it also offers opportunity for enhancing healthcare outcomes if effectively leveraged.
ACI-BENCH: a Novel Ambient Clinical Intelligence Dataset for Benchmarking Automatic Visit Note Generation
Here we present the Ambient Clinical Intelligence Benchmark (ACI-BENCH) corpus, the largest dataset to date tackling the problem of AI-assisted note generation from visit dialogue.
An Investigation of Evaluation Metrics for Automated Medical Note Generation
To study the correlation between the automatic metrics and manual judgments, we evaluate automatic notes/summaries by comparing the system and reference facts and computing the factual correctness, and the hallucination and omission rates for critical medical facts.
Explicit and Implicit Semantic Ranking Framework
The core challenge in numerous real-world applications is to match an inquiry to the best document from a mutable and finite set of candidates.
Generating Medical Reports from Patient-Doctor Conversations Using Sequence-to-Sequence Models
We discuss automatic creation of medical reports from ASR-generated patient-doctor conversational transcripts using an end-to-end neural summarization approach.
