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O

Oya Beyan

Medicine

22H指数
124论文数
2.0K被引数
收录论文 16
发表时间
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TrainTracks - federated learning for reproducible research on sensitive medical dataTrainTracks - 用于敏感医疗数据可重复研究的联邦学习
errBMC Medical Informatics and Decision Making
IF3.8
err2026-05-21
err0
errOAAI
errMayra Elwes; Mehrshad Jaberansary; Fu-Sung Kim-Benjamin Tang; Markus Aswendt; Oya Beyan; Ekaterina Kutafina
err分享
err收藏
RareLink: scalable REDCap-based framework for rare disease interoperability linking international registries to FHIR and PhenopacketsRareLink：一种可扩展的基于REDCap的框架，用于罕见病互操作性，将国际注册系统链接到FHIR和Phenopackets
errnpj Genomic Medicine
IF4.8
err2025-11-18
err0
errOAAI
errAdam S. L. Graefe; Filip Rehburg; Samer Alkarkoukly; Daniel Danis; Ana Grönke; Miriam R. Hübner; Alexander Bartschke; Thomas Debertshäuser; Sophie A. I. Klopfenstein; Julian Saß; Julia Fleck; Mirko Rehberg; Jana Zschüntzsch; Elisabeth F. Nyoungui; Tatiana Kalashnikova; Luis Murguía-Favela; Beata Derfalvi; Nicola A. M. Wright; Shahida Moosa; Soichi Ogishima; Oliver Semler; Susanna Wiegand; Peter Kühnen; Christopher J. Mungall; Melissa A. Haendel; Peter N. Robinson; Sylvia Thun; Oya Beyan
err分享
err收藏
Toward a fair, gender-debiased classifier for the diagnosis of attention deficit-hyperactivity disorder- a Machine-Learning based classification study旨在开发一个公平、性别去偏的注意力缺陷多动障碍诊断分类器——一项基于机器学习的分类研究
errBMC Medical Informatics and Decision Making
IF3.8
err2025-08-09
err0
PREAI
errSusanne Neufang; Feifei Li; Atae Akhrif; Oya D. Beyan
err分享
err收藏
A systematic review of the blockchain application in healthcare research domain: toward a unified conceptual model区块链在医疗健康研究领域的应用系统综述：迈向统一的概**念模型
errMEDICAL & BIOLOGICAL ENGINEERING & COMPUTING
IF2.6
err2025-01-10
err0
errOAAI
errCihan, Seyma; Yilmaz, Nebi; Ozsoy, Adnan; Beyan, Oya Deniz
err分享
err收藏
Improved Gradient Inversion Attacks and Defenses in Federated Learning
errIEEE TRANSACTIONS ON BIG DATA
IF5.7
err2024-12-01
err5
PREAI
errGeng, Jiahui; Mou, Yongli; Li, Qing; Li, Feifei; Beyan, Oya; Decker, Stefan; Rong, Chunming
err分享
err收藏
Seeing the primary tumor because of all the trees: Cancer type prediction on low-dimensional data
errFRONTIERS IN MEDICINE
IF3
err2024-08-27
err0
errOAAI
errGehrmann, Julia; Soenarto, Devina Johanna; Hidayat, Kevin; Beyer, Maria; Quakulinski, Lars; Alkarkoukly, Samer; Berressem, Scarlett; Gundert, Anna; Butler, Michael; Groenke, Ana; Lennartz, Simon; Persigehl, Thorsten; Zander, Thomas; Beyan, Oya
err分享
err收藏
Voxel-Wise Medical Image Generalization for Eliminating Distribution Shift
errACM TRANSACTIONS ON KNOWLEDGE DISCOVERY FROM DATA
IF4.8
err2024-06-19
err1
errOAAI
errLi, Feifei; Wang, Yuanbin; Beyan, Oya; Schoeneck, Mirjam; Caldeira, Liliana Lourenco
err分享
err收藏
Towards an ELSA Curriculum for Data Scientists面向数据科学家的ELSA课程
errAI
IF5
err2024-04-11
err1
errOAAI
errChristoforaki, Maria; Beyan, Oya Deniz
err分享
err收藏
Will it run?-A proof of concept for smoke testing decentralized data analytics experiments它会运行吗？-烟雾测试分散数据分析实验的概念证明
errFRONTIERS IN MEDICINE
IF3
err2024-01-08
err1
errOAAI
errWelten, Sascha; Weber, Sven; Holt, Adrian; Beyan, Oya; Decker, Stefan
err分享
err收藏
Performance and limitations of a supervised deep learning approach for the histopathological Oxford Classification of glomeruli with IgA nephropathy
errCOMPUTER METHODS AND PROGRAMS IN BIOMEDICINE
IF4.8
err2023-12-01
err5
errOAAI
errAltini, Nicola; Rossini, Michele; Turkevi-Nagy, Sandor; Pesce, Francesco; Pontrelli, Paola; Prencipe, Berardino; Berloco, Francesco; Seshan, Surya; Gibier, Jean-Baptiste; Dorado, Anibal Pedraza; Bueno, Gloria; Peruzzi, Licia; Rossi, Mattia; Eccher, Albino; Li, Feifei; Koumpis, Adamantios; Beyan, Oya; Barratt, Jonathan; Vo, Huy Quoc; Mohan, Chandra; Nguyen, Hien Van; Cicalese, Pietro Antonio; Ernst, Angela; Gesualdo, Loreto; Bevilacqua, Vitoantonio; Becker, Jan Ulrich
err分享
err收藏
Explainable AI for Bioinformatics: Methods, Tools and Applications可解释的人工智能生物信息学: 方法、工具和应用
errBRIEFINGS IN BIOINFORMATICS
IF7.7
err2023-07-20
err24
errOAAI
errKarim, Md Rezaul; Islam, Tanhim; Shajalal, Md; Beyan, Oya; Lange, Christoph; Cochez, Michael; Rebholz-Schuhmann, Dietrich; Decker, Stefan
err分享
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Convolutional Embedded Networks for Population Scale Clustering and Bio-Ancestry Inferencing
errIEEE-ACM TRANSACTIONS ON COMPUTATIONAL BIOLOGY AND BIOINFORMATICS
IF3.4
err2022-01-01
err4
errOAAI
errKarim, Md Rezaul; Cochez, Michael; Zappa, Achille; Sahay, Ratnesh; Rebholz-Schuhmann, Dietrich; Beyan, Oya; Decker, Stefan
err分享
err收藏
DeepKneeExplainer: Explainable Knee Osteoarthritis Diagnosis From Radiographs and Magnetic Resonance ImagingDeepKneeExplainer: 从x光片和磁共振成像可解释的膝关节骨关节炎诊断
errIEEE ACCESS
IF3.6
err2021-01-01
err29
errOAAI
errKarim, Md. Rezaul; Jiao, Jiao; Doehmen, Till; Cochez, Michael; Beyan, Oya; Rebholz-Schuhmann, Dietrich; Decker, Stefan
err分享
err收藏
Deep learning-based clustering approaches for bioinformatics
errBRIEFINGS IN BIOINFORMATICS
IF7.7
err2020-02-01
err156
errOAAI
errKarim, Md Rezaul; Beyan, Oya; Zappa, Achille; Costa, Ivan G.; Rebholz-Schuhmann, Dietrich; Cochez, Michael; Decker, Stefan
err分享
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Prognostically Relevant Subtypes and Survival Prediction for Breast Cancer Based on Multimodal Genomics Data基于多模态基因组学数据的乳腺癌预后相关亚型及生存预测
errIEEE ACCESS
IF3.6
err2019-01-01
err16
errOAAI
errKarim, Md Rezaul; Wicaksono, Galih; Costa, Ivan G.; Decker, Stefan; Beyan, Oya
err分享
err收藏
A Knowledge Based Search Tool for Performance Measures in Health Care Systems
errJOURNAL OF MEDICAL SYSTEMS
IF5.7
err2010-04-14
err14
PREAI
errBeyan, Oya D.; Baykal, Nazife
err分享
err收藏

研究方向

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合作学者
合作期刊
L
Loreto Gesualdo
H 指数: 93 · 论文数: 1.0K
P
Peter N. Robinson
H 指数: 90 · 论文数: 796
J
Jonathan Barratt
H 指数: 77 · 论文数: 663
M
Melissa Haendel
H 指数: 75 · 论文数: 610
C
Chandra Mohan
H 指数: 72 · 论文数: 524
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