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Pekka Marttinen

aalto university

34H指数
203论文数
1.0W被引数
收录论文 39
发表时间
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Beyond the LUMIR challenge: The pathway to foundational registration models超越LUMIR挑战：基础注册模型的发展路径
errMedical Image Analysis
IF11.8
err2026-06-23
err0
PREAI
errJunyu Chen; Shuwen Wei; Joel Honkamaa; Pekka Marttinen; Hang Zhang; Min Liu; Yichao Zhou; Zuopeng Tan; Zhuoyuan Wang; Yi Wang; Hongchao Zhou; Shunbo Hu; Yi Zhang; Qian Tao; Lukas Förner; Thomas Wendler; Bailiang Jian; Benedikt Wiestler; Tim Hable; Jin Kim
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err收藏
New Multimodal Similarity Measure for Image Registration via Modeling Local Functional Dependence with Linear Combination of Learned Basis Functions基于学习基函数线性组合建模局部功能依赖关系的新多模态图像配准相似度度量
errMEDICAL IMAGE COMPUTING AND COMPUTER ASSISTED INTERVENTION - MICCAI 2025, PT II
IF0
err2026-01-01
err0
PREAI
errHonkamaa, Joel; Marttinen, Pekka
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err收藏
Personalized Glucose Management With AI: Pilot Study Using a Multiarmed Bandit Approach个性化血糖管理中的AI应用：基于多臂赌博机方法的试点研究
errJMIR Formative Research
IF2.1
err2026-01-01
err0
PREAI
errHotta, Shinji; Kyto, Mikko; Koivusalo, Saila; Heinonen, Seppo; Marttinen, Pekka
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Basic reproduction number varies markedly between closely related pandemic Escherichia coli clones基本再生数在密切相关的流行性大肠杆菌菌株之间显著不同。
errNature Communications
IF15.7
err2025-11-04
err0
errOAAI
errFanni Ojala; Henri Pesonen; Rebecca A. Gladstone; Tommi Mäklin; Gerry Tonkin-Hill; Pekka Marttinen; Jukka Corander
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Computational modeling enables individual assessment of postprandial glucose and insulin responses after bariatric surgery计算建模能够实现对外科减重手术后餐后血糖和胰岛素反应的个体化评估
errCommunications Medicine
IF6.3
err2025-10-23
err0
errOAAI
errOnur Poyraz; Sini Heinonen; S. T. John; Tuure Saarinen; Anne Juuti; Pekka Marttinen; Kirsi H. Pietiläinen
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Towards modeling evolving longitudinal health trajectories with a transformer-based deep learning model基于Transformer的深度学习模型对演变中的纵向健康轨迹进行建模
errAnnals of Epidemiology
IF3
err2025-09-11
err0
errOAAI
errHans Moen; Vishnu Raj; Andrius Vabalas; Markus Perola; Samuel Kaski; Andrea Ganna; Pekka Marttinen
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The climate impacts of healthcare digitalization: A scoping review医疗数字化对气候的影响：一项范围综述
errDIGITAL HEALTH
IF3.3
err2025-08-25
err0
errOAAI
errAri Nissinen; Atte Pitkänen; Anton Barchuk; Aida Hosseinian; Annika Johansson; Matti Kaisti; Jaakko Karvonen; Pekka Marttinen; Hans Moen; Emilia Peltola; Laura Sokka; Kari A. O. Tikkinen
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Periodic mobile application (eMOM) with self-tracking of glucose and lifestyle improves treatment of diet- controlled gestational diabetes without human guidance: a randomized controlled trial
errAMERICAN JOURNAL OF OBSTETRICS AND GYNECOLOGY
IF8.4
err2024-11-01
err1
PREAI
errKyto, Mikko; Hotta, Shinji; Niinisto, Sari; Marttinen, Pekka; Korhonen, Tuuli E.; Markussen, Lisa T.; Jacucci, Giulio; Sievanen, Harri; Vaha-Ypya, Henri; Korhonen, Ilkka; Virtanen, Suvi; Heinonen, Seppo; Koivusalo, Saila B.
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A Unified Review of Deep Learning for Automated Medical Coding用于自动医疗编码的深度学习的统一综述
errACM COMPUTING SURVEYS
IF28
err2024-10-01
err1
errOAAI
errJi, Shaoxiong; Li, Xiaobo; Sun, Wei; Dong, Hang; Taalas, Ara; Zhang, Yijia; Wu, Honghan; Pitkaenen, Esa; Marttinen, Pekka
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Evaluation of polygenic scoring methods in five biobanks shows larger variation between biobanks than methods and finds benefits of ensemble learning
errAMERICAN JOURNAL OF HUMAN GENETICS
IF8.1
err2024-07-01
err5
PREAI
errMonti, Remo; Eick, Lisa; Hudjashov, Georgi; Lall, Kristi; Kanoni, Stavroula; Wolford, Brooke N.; Wingfield, Benjamin; Pain, Oliver; Wharrie, Sophie; Jermy, Bradley; McMahon, Aoife; Hartonen, Tuomo; Heyne, Henrike; Mars, Nina; Lambert, Samuel; Hveem, Kristian; Inouye, Michael; van Heel, David A.; Magi, Reedik; Marttinen, Pekka; Ripatti, Samuli; Ganna, Andrea; Lippert, Christoph
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Risk adjustment for regional healthcare funding allocations with ensemble methods: an empirical study and interpretation
errEUROPEAN JOURNAL OF HEALTH ECONOMICS
IF3
err2024-01-03
err2
errOAAI
errHolster, Tuukka; Ji, Shaoxiong; Marttinen, Pekka
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Deformation equivariant cross-modality image synthesis with paired non-aligned training data
errMEDICAL IMAGE ANALYSIS
IF11.8
err2023-12-01
err3
errOAAI
errHonkamaa, Joel; Khan, Umair; Koivukoski, Sonja; Valkonen, Mira; Latonen, Leena; Ruusuvuori, Pekka; Marttinen, Pekka
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Unsupervised feature selection based on variance-covariance subspace distance
errNEURAL NETWORKS
IF6.3
err2023-09-01
err22
errOAAI
errKarami, Saeed; Saberi-Movahed, Farid; Tiwari, Prayag; Marttinen, Pekka; Vahdati, Sahar
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EEG Based Emotion Recognition: A Tutorial and Review基于EEG的情绪识别: 教程和评论
errACM COMPUTING SURVEYS
IF28
err2022-11-21
err127
errOAAI
errLi, Xiang; Zhang, Yazhou; Tiwari, Prayag; Song, Dawei; Hu, Bin; Yang, Meihong; Zhao, Zhigang; Kumar, Neeraj; Marttinen, Pekka
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Gene-gene interaction detection with deep learning
errCOMMUNICATIONS BIOLOGY
IF5.1
err2022-11-12
err9
errOAAI
errCui, Tianyu; El Mekkaoui, Khaoula; Reinvall, Jaakko; Havulinna, Aki S.; Marttinen, Pekka; Kaski, Samuel
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Multitask Balanced and Recalibrated Network for Medical Code Prediction用于医学代码预测的多任务平衡和重新校准网络
errACM TRANSACTIONS ON INTELLIGENT SYSTEMS AND TECHNOLOGY
IF6.6
err2022-11-09
err5
errOAAI
errSun, Wei; Ji, Shaoxiong; Cambria, Erik; Marttinen, Pekka
err分享
err收藏
COVIDNet: An Automatic Architecture for COVID-19 Detection With Deep Learning From Chest X-Ray Images
errIEEE INTERNET OF THINGS JOURNAL
IF8.9
err2022-07-01
err3
errOAAI
errHe, Lang; Tiwari, Prayag; Su, Rui; Shi, Xiuying; Marttinen, Pekka; Kumar, Neeraj
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Modelling methicillin-resistant Staphylococcus aureus decolonization: interactions between body sites and the impact of site-specific clearance
errJOURNAL OF THE ROYAL SOCIETY INTERFACE
IF3.5
err2022-06-15
err5
errOAAI
errPoyraz, Onur; Sater, Mohamad R. A.; Miller, Loren G.; McKinnell, James A.; Huang, Susan S.; Grad, Yonatan H.; Marttinen, Pekka
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Deep learning for depression recognition with audiovisual cues: A review
errINFORMATION FUSION
IF15.5
err2022-04-01
err81
errOAAI
errHe, Lang; Niu, Mingyue; Tiwari, Prayag; Marttinen, Pekka; Su, Rui; Jiang, Jiewei; Guo, Chenguang; Wang, Hongyu; Ding, Songtao; Wang, Zhongmin; Pan, Xiaoying; Dang, Wei
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A Survey on Knowledge Graphs: Representation, Acquisition, and Applications知识图谱综述: 表示、获取与应用
errIEEE TRANSACTIONS ON NEURAL NETWORKS AND LEARNING SYSTEMS
IF8.9
err2022-02-01
err1.3K
errOAAI
errJi, Shaoxiong; Pan, Shirui; Cambria, Erik; Marttinen, Pekka; Yu, Philip S.
err分享
err收藏

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暂无研究方向
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