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

Automatic labels are as effective as manual labels in digital pathology images classification with deep learning

在利用深度学习进行数字病理图像分类时，自动标签与人工标签的效果一样好。

期刊:Journal of Pathology Informatics
影响因子:
doi:10.1016/j.jpi.2025.100462
Marini, Niccolo; Marchesin, Stefano; Ferris, Lluis Borras; Püttmann, Simon; Wodzinski, Marek; Fratti, Riccardo; Podareanu, Damian; Caputo, Alessandro; Boytcheva, Svetla; Vatrano, Simona; Fraggetta, Filippo; Nagtegaal, Iris; Silvello, Gianmaria; Atzori, Manfredo; Müller, Henning
发表日期：2025
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Transformer-based approach for symptom recognition and multilingual linking

基于Transformer的症状识别和多语言链接方法

期刊:Database-The Journal of Biological Databases and Curation
影响因子:3.6
doi:10.1093/database/baae090
Vassileva, Sylvia; Grazhdanski, Georgi; Koychev, Ivan; Boytcheva, Svetla
发表日期：2024
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Modelling digital health data: The ExaMode ontology for computational pathology

数字健康数据建模：用于计算病理学的 ExaMode 本体

期刊:Journal of Pathology Informatics
影响因子:
doi:10.1016/j.jpi.2023.100332
Menotti, Laura; Silvello, Gianmaria; Atzori, Manfredo; Boytcheva, Svetla; Ciompi, Francesco; Di Nunzio, Giorgio Maria; Fraggetta, Filippo; Giachelle, Fabio; Irrera, Ornella; Marchesin, Stefano; Marini, Niccolò; Müller, Henning; Primov, Todor
发表日期：2023
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Unleashing the potential of digital pathology data by training computer-aided diagnosis models without human annotations

通过训练无需人工标注的计算机辅助诊断模型，释放数字病理数据的潜力

期刊:npj Digital Medicine
影响因子:15.1
doi:10.1038/s41746-022-00635-4
Marini, Niccolò; Marchesin, Stefano; Otálora, Sebastian; Wodzinski, Marek; Caputo, Alessandro; van Rijthoven, Mart; Aswolinskiy, Witali; Bokhorst, John-Melle; Podareanu, Damian; Petters, Edyta; Boytcheva, Svetla; Buttafuoco, Genziana; Vatrano, Simona; Fraggetta, Filippo; van der Laak, Jeroen; Agosti, Maristella; Ciompi, Francesco; Silvello, Gianmaria; Muller, Henning; Atzori, Manfredo
发表日期：2022
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Empowering digital pathology applications through explainable knowledge extraction tools

通过可解释的知识提取工具增强数字病理学应用

期刊:Journal of Pathology Informatics
影响因子:
doi:10.1016/j.jpi.2022.100139
Marchesin, Stefano; Giachelle, Fabio; Marini, Niccolò; Atzori, Manfredo; Boytcheva, Svetla; Buttafuoco, Genziana; Ciompi, Francesco; Di Nunzio, Giorgio Maria; Fraggetta, Filippo; Irrera, Ornella; Müller, Henning; Primov, Todor; Vatrano, Simona; Silvello, Gianmaria
发表日期：2022
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