日期:
2020 年 — 2026 年
2020
2021
2022
2023
2024
2025
2026
影响因子:

Key aspects of fine-tuning and applying LLM-as-a-judge for clinical data summaries in the radiological workflow

在放射学工作流程中,对临床数据摘要进行微调和应用LLM作为评判标准的关键方面

Borisov, Aleksandr; Burtsev, Tikhon; Kosov, Pavel; Bobrovskaya, Tatiana; Vasilev, Yuri; Vladzymyrskyy, Anton; Omelyanskaya, Olga; Pamova, Anastasia; Arzamasov, Kirill

MEDAI-LLM-SUMM: a reporting checklist for medical text summarization studies using large language models

MEDAI-LLM-SUMM:使用大型语言模型进行医学文本摘要研究的报告清单

Khoruzhaya, Anna N; Varyukhina, Mariya D; Erizhokov, Rustam A; Blokhin, Ivan A; Reshetnikov, Roman V; Kodenko, Mariya R; Pamova, Anastasia P; Burtsev, Tikhon A; Arzamasov, Kirill M; Omelyanskaya, Olga V; Vladzymyrskyy, Anton V; Vasilev, Yuriy A

Outliers and anomalies in training and testing datasets for AI-powered morphometry-evidence from CT scans of the spleen

人工智能驱动的形态测量训练和测试数据集中的异常值和异常情况——来自脾脏CT扫描的证据

Vasilev, Yuriy; Pamova, Anastasia; Bobrovskaya, Tatiana; Vladzimirskyy, Anton; Omelyanskaya, Olga; Astapenko, Elena; Kruchinkin, Artem; Vladimir, Novik; Arzamasov, Kirill

A comparative accuracy study of multimodal LLMs, VLM and agent-based framework for pulmonary nodule detection on chest radiographs

针对胸部X光片肺结节检测,对多模态LLM、VLM和基于代理的框架进行了准确性比较研究

Khovanova, Daria; Vasilev, Yuriy; Vladzymyrskyy, Anton; Omelyanskaya, Olga; Pamova, Anastasia; Arzamasov, Kirill

Evaluating Medical Text Summaries Using Automatic Evaluation Metrics and LLM-as-a-Judge Approach: A Pilot Study

使用自动评估指标和LLM作为评判者的方法评估医学文本摘要:一项试点研究

Vasilev, Yuriy; Raznitsyna, Irina; Pamova, Anastasia; Burtsev, Tikhon; Bobrovskaya, Tatiana; Kosov, Pavel; Vladzymyrskyy, Anton; Omelyanskaya, Olga; Arzamasov, Kirill

Implementation of a net benefit parameter in ROC curve decision thresholds for AI-powered mammography screening

在人工智能辅助乳腺X线筛查的ROC曲线决策阈值中引入净收益参数

Pamova, Anastasia Petrovna; Vasilev, Yuriy Aleksandrovich; Bobrovskaya, Tatyana Mikhaylovna; Vladzimirskyy, Anton Vyacheslavovich; Omelyanskaya, Olga Vasilyevna; Arzamasov, Kirill Mikhailovich