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

Predicting blood transfusion after ICU admission in five databases: A comparison of three machine learning paradigms

基于五个数据库预测ICU入院后输血:三种机器学习范式的比较

Xu, Ke; Ren, Xiangyu; Cao, Hongjie; Lyu, Tiantian; Yang, Zuisu; Huang, Fangfang; Coleman, Noah T; Khoylyan, Ara; Parry, Matthew W; Tang, Alex; Chen, Tan; Yu, Jianhong; Gao, Wei; Chen, Yu; Schwinn, Johanna; Sheikhalishahi, Seyedmostafa; Morhart, Matthaeus; Soto Rey, Iñaki; Simon, Philipp; Kaspar, Mathias; Hinske, Ludwig Christian

Bridging Data Silos in Oncology with Modular Software for Federated Analysis on Fast Healthcare Interoperability Resources: Multisite Implementation Study

利用模块化软件在快速医疗互操作性资源上进行联邦分析,从而弥合肿瘤学领域的数据孤岛:多中心实施研究

Ziegler, Jasmin; Erpenbeck, Marcel Pascal; Fuchs, Timo; Saibold, Anna; Volkmer, Paul-Christian; Schmidt, Guenter; Eicher, Johanna; Pallaoro, Peter; De Souza Falguera, Renata; Aubele, Fabio; Hagedorn, Marlien; Vansovich, Ekaterina; Raffler, Johannes; Ringshandl, Stephan; Kerscher, Alexander; Maurer, Julia Karolin; Kühnel, Brigitte; Schenkirsch, Gerhard; Kampf, Marvin; Kapsner, Lorenz A; Ghanbarian, Hadieh; Spengler, Helmut; Soto-Rey, Iñaki; Albashiti, Fady; Hellwig, Dirk; Ertl, Maximilian; Fette, Georg; Kraska, Detlef; Boeker, Martin; Prokosch, Hans-Ulrich; Gulden, Christian

Large language model processing capabilities of ChatGPT 4.0 to generate molecular tumor board recommendations-a critical evaluation on real world data

ChatGPT 4.0 的大规模语言模型处理能力及其在生成分子肿瘤委员会建议方面的应用——基于真实世界数据的批判性评估

Schmutz, Maximilian; Sommer, Sebastian; Sander, Julia; Graumann, David; Raffler, Johannes; Soto-Rey, Iñaki; Sheikhalishahi, Seyedmostafa; Schmidt, Lisa; Unkelbach, Leonhard Paul; Ortak, Levent; Schaller, Tina; Dintner, Sebastian; Hildebrand, Kathrin; Kuhlen, Michaela; Jordan, Frank; Trepel, Martin; Hinske, Christian; Claus, Rainer

External validation of a multiple sclerosis treatment decision score using data from the ProVal-MS cohort study

利用ProVal-MS队列研究的数据对多发性硬化症治疗决策评分进行外部验证

Buchka, Stefan; Hapfelmeier, Alexander; Kirschke, Jan S; Steuerwald, Verena; Naumann, Markus; Soto-Rey, Iñaki; Rohr, Sven Olaf; Kramer, Frank; Behrens, Lars; Oswald, Eva; Kümpfel, Tania; Zimmermann, Hanna; Hoffmann, Verena S; Hagedorn, Marlien; Albashiti, Fady; Krumbholz, Markus; Ziemann, Ulf; Kohlbacher, Oliver; Sailer, Benjamin; Braunmüller, Viola; Biergans, Stephanie; de Arruda Botelho Herr, Marius; Ernemann, Ulrike; Bürkle, Eva; Bender, Benjamin; Daul, Andreas; Ruff, Christer; Römhild, Jörg; Wiestler, Benedikt; Sepp, Dominik; Spengler, Helmut; Pallaoro, Peter; Boeker, Martin; Kohlmayer, Florian; Dehmelt, Vera; Berthele, Achim; Mühlau, Mark; Uibel, Paula; Wauschkuhn, Josephine; Kuhn, Klaus; Senel, Makbule; Vardakas, Ioannis; Taranu, Daniela; Kestler, Hans Armin; Sollmann, Nico; Irmak Ön, Begüm; Bilger, Sandra; Mansmann, Ulrich; Bayas, Antonios; Havla, Joachim; Kowarik, Markus C; Tumani, Hayrettin; Hemmer, Bernhard

Do explainable AI (XAI) methods improve the acceptance of AI in clinical practice? An evaluation of XAI methods on Gleason grading

可解释人工智能(XAI)方法能否提高人工智能在临床实践中的接受度?基于格里森评分的XAI方法评估

Manz, Robin; Bäcker, Jonas; Cramer, Samantha; Meyer, Philip; Müller, Dominik; Muzalyova, Anna; Rentschler, Lukas; Wengenmayr, Christoph; Hinske, Ludwig Christian; Huss, Ralf; Raffler, Johannes; Soto-Rey, Iñaki

Prospective study validating a multidimensional treatment decision score predicting the 24-month outcome in untreated patients with clinically isolated syndrome and early relapsing-remitting multiple sclerosis, the ProVal-MS study

ProVal-MS 研究是一项前瞻性研究,旨在验证一种多维度治疗决策评分预测未经治疗的临床孤立综合征和早期复发缓解型多发性硬化症患者 24 个月预后的有效性。

Bayas, Antonios; Mansmann, Ulrich; Ön, Begum Irmak; Hoffmann, Verena S; Berthele, Achim; Mühlau, Mark; Kowarik, Markus C; Krumbholz, Markus; Senel, Makbule; Steuerwald, Verena; Naumann, Markus; Hartberger, Julia; Kerschensteiner, Martin; Oswald, Eva; Ruschil, Christoph; Ziemann, Ulf; Tumani, Hayrettin; Vardakas, Ioannis; Albashiti, Fady; Kramer, Frank; Soto-Rey, Iñaki; Spengler, Helmut; Mayer, Gerhard; Kestler, Hans Armin; Kohlbacher, Oliver; Hagedorn, Marlien; Boeker, Martin; Kuhn, Klaus; Buchka, Stefan; Kohlmayer, Florian; Kirschke, Jan S; Behrens, Lars; Zimmermann, Hanna; Bender, Benjamin; Sollmann, Nico; Havla, Joachim; Hemmer, Bernhard

MISM: A Medical Image Segmentation Metric for Evaluation of Weak Labeled Data

MISM:一种用于评估弱标记数据的医学图像分割指标

Hartmann, Dennis; Schmid, Verena; Meyer, Philip; Auer, Florian; Soto-Rey, Iñaki; Müller, Dominik; Kramer, Frank

DrNote: An open medical annotation service

DrNote:一个开放的医学注释服务

Frei, Johann; Soto-Rey, Iñaki; Kramer, Frank

Towards a guideline for evaluation metrics in medical image segmentation

医学图像分割评价指标指南

Müller, Dominik; Soto-Rey, Iñaki; Kramer, Frank

Efficiency and effectiveness evaluation of an automated multi-country patient count cohort system

自动化多国患者计数队列系统的效率和有效性评估

Soto-Rey, Iñaki; Trinczek, Benjamin; Girardeau, Yannick; Zapletal, Eric; Ammour, Nadir; Doods, Justin; Dugas, Martin; Fritz, Fleur