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A

Antti Airola

university of turku

27H指数
141论文数
3.6K被引数
收录论文 32
发表时间
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Evaluation of temporal preservation in synthetic longitudinal patient data合成纵向患者数据中时间保持性的评估
errJournal of Biomedical Informatics
IF4.5
err2026-06-29
err0
errOAAI
errKatariina Perkonoja; Parisa Movahedi; Antti Airola; Kari Auranen; Joni Virta
err分享
err收藏
Predicting and Explaining Parenting Stress 3 Months After Birth Using Generalized Additive Model使用广义加性模型预测和解释产后3个月的育儿压力
errCIN-Computers Informatics Nursing
IF1.9
err2026-02-01
err0
PREAI
errNiela-Vilen, Hannakaisa; Suuronen, Ilkka; Tervahartiala, Katja; Tuulari, Jetro J.; Airola, Antti; Korja, Riikka; Karlsson, Linnea; Karlsson, Hasse
err分享
err收藏
Securing deep learning models with differential privacy for cardiovascular disease prediction利用差分隐私保护深度学习模型以预测心血管疾病
errBiomedical Signal Processing and Control
IF4.9
err2025-09-01
err0
errOAAI
errZoher Orabe; Antti Vasankari; Tapio Pahikkala; Matti Kaisti; Antti Airola
err分享
err收藏
Towards practical federated learning and evaluation for medical prediction models面向医疗预测模型的实用联邦学习与评估
errInternational Journal of Medical Informatics
IF4.1
err2025-07-18
err0
PREAI
errAndrei Kazlouski; Ileana Montoya Perez; Faiza Noor; Mikael Högerman; Otto Ettala; Tapio Pahikkala; Antti Airola
err分享
err收藏
Determining the ground truth for the prediction of delirium in adult patients in acute care: a scoping review确定成人急性护理患者谵妄预测的地面真实情况：一项范围综述
errJAMIA OPEN
IF3.4
err2025-05-26
err0
errOAAI
errSchoeler, Lili M.; Graf, Lisa; Airola, Antti; Ritzi, Alexander; Simon, Michael; Peltonen, Laura-Maria
err分享
err收藏
Stochastic limited memory bundle algorithm for clustering in big data大数据聚类中的随机有限内存捆集算法
errPATTERN RECOGNITION
IF7.6
err2025-04-24
err0
errOAAI
errKarmitsa, Napsu; Eronen, Ville-Pekka; Maekelae, Marko M.; Pahikkala, Tapio; Airola, Antti
err分享
err收藏
Benchmarking Evaluation Protocols for Classifiers Trained on Differentially Private Synthetic Data
errIEEE ACCESS
IF3.6
err2024-01-01
err0
errOAAI
errMovahedi, Parisa; Nieminen, Valtteri; Perez, Ileana Montoya; Daafane, Hiba; Sukhwal, Dishant; Pahikkala, Tapio; Airola, Antti
err分享
err收藏
Domain randomization using synthetic electrocardiograms for training neural networks
errARTIFICIAL INTELLIGENCE IN MEDICINE
IF6.2
err2023-09-01
err3
errOAAI
errKaisti, Matti; Laitala, Juho; Wong, David; Airola, Antti
err分享
err收藏
Budget-Based Classification of Parkinson's Disease From Resting State EEG
errIEEE JOURNAL OF BIOMEDICAL AND HEALTH INFORMATICS
IF6.8
err2023-08-01
err13
errOAAI
errSuuronen, Ilkka; Airola, Antti; Pahikkala, Tapio; Murtojarvi, Mika; Kaasinen, Valtteri; Railo, Henry
err分享
err收藏
Accelerating Image Processing Using Reduced Precision Calculation Convolution Engines
errsignal image and video processing
IF1.8
err2023-05-09
err1
errOAAI
errPokhrel, Narayan; Snall, Sakari; Heimo, Olli I. I.; Sarwar, Uruj; Airola, Antti; Santti, Tero
err分享
err收藏
Machine Learning Approach for Preterm Birth Prediction Using Health Records: Systematic Review
errJMIR MEDICAL INFORMATICS
IF3.8
err2022-04-20
err12
errOAAI
errSharifi-Heris, Zahra; Laitala, Juho; Airola, Antti; Rahmani, Amir M.; Bender, Miriam
err分享
err收藏
Generalized vec trick for fast learning of pairwise kernel models
errMACHINE LEARNING
IF2.9
err2022-01-28
err2
errOAAI
errViljanen, Markus; Airola, Antti; Pahikkala, Tapio
err分享
err收藏
Adaptive risk prediction system with incremental and transfer learning基于增量和迁移学习的自适应风险预测系统
errCOMPUTERS IN BIOLOGY AND MEDICINE
IF6.3
err2021-11-01
err5
errOAAI
errKoivu, Aki; Sairanen, Mikko; Airola, Antti; Pahikkala, Tapio; Leung, Wing-cheong; Lo, Tsz-kin; Sahota, Daljit Singh
err分享
err收藏
Classification of Atrial Fibrillation and Acute Decompensated Heart Failure Using Smartphone Mechanocardiography: A Multilabel Learning Approach
errIEEE SENSORS JOURNAL
IF4.5
err2020-07-15
err21
errOAAI
errMehrang, Saeed; Lahdenoja, Olli; Kaisti, Matti; Tadi, Mojtaba Jafari; Hurnanen, Tero; Airola, Antti; Knuutila, Timo; Jaakkola, Jussi; Jaakkola, Samuli; Vasankari, Tuija; Kiviniemi, Tuomas; Airaksinen, Juhani; Koivisto, Tero; Pankaala, Mikko
err分享
err收藏
Cost-effective survival prediction for patients with advanced prostate cancer using clinical trial and real-world hospital registry datasets
errINTERNATIONAL JOURNAL OF MEDICAL INFORMATICS
IF4.1
err2020-01-01
err8
errOAAI
errMurtojarvi, Mika; Halkola, Anni S.; Airola, Antti; Laajala, Teemu D.; Mirtti, Tuomas; Aittokallio, Tero; Pahikkala, Tapio
err分享
err收藏
Prostate Cancer Risk Stratification in Men With a Clinical Suspicion of Prostate Cancer Using a Unique Biparametric MRI and Expression of 11 Genes in Apparently Benign Tissue: Evaluation Using Machine-Learning Techniques
errJOURNAL OF MAGNETIC RESONANCE IMAGING
IF3.5
err2019-10-06
err6
PREAI
errPerez, Ileana Montoya; Jambor, Ivan; Pahikkala, Tapio; Airola, Antti; Merisaari, Harri; Saunavaara, Jani; Alinezhad, Saeid; Vaananen, Riina-Minna; Tallgren, Terhi; Verho, Janne; Kiviniemi, Aida; Ettala, Otto; Knaapila, Juha; Syvanen, Kari T.; Kallajoki, Markku; Vainio, Paula; Aronen, Hannu J.; Pettersson, Kim; Bostrom, Peter J.; Taimen, Pekka
err分享
err收藏
Algebraic shortcuts for leave-one-out cross-validation in supervised network inference
errBRIEFINGS IN BIOINFORMATICS
IF7.7
err2018-10-16
err15
errOAAI
errStock, Michiel; Pahikkala, Tapio; Airola, Antti; Waegeman, Willem; De Baets, Bernard
err分享
err收藏
Fast Kronecker Product Kernel Methods via Generalized Vec Trick
errIEEE TRANSACTIONS ON NEURAL NETWORKS AND LEARNING SYSTEMS
IF8.9
err2018-08-01
err14
errOAAI
errAirola, Antti; Pahikkala, Tapio
err分享
err收藏
A Community Challenge for Inferring Genetic Predictors of Gene Essentialities through Analysis of a Functional Screen of Cancer Cell Lines
errCELL SYSTEMS
IF7.7
err2017-11-01
err16
errOAAI
errGonen, Mehmet; Weir, Barbara A.; Cowley, Glenn S.; Vazquez, Francisca; Guan, Yuanfang; Jaiswal, Alok; Karasuyama, Masayuki; Uzunangelov, Vladislav; Wang, Tao; Tsherniak, Aviad; Howell, Sara; Marbach, Daniel; Hoff, Bruce; Norman, Thea C.; Airola, Antti; Bivol, Adrian; Bunte, Kerstin; Carlin, Daniel; Chopra, Sahil; Deran, Alden; Ellrott, Kyle; Gopalacharyulu, Peddinti; Graim, Kiley; Kaski, Samuel; Khan, Suleiman A.; Newton, Yulia; Ng, Sam; Pahikkala, Tapio; Paull, Evan; Sokolov, Artem; Tang, Hao; Tang, Jing; Wennerberg, Krister; Xie, Yang; Zhan, Xiaowei; Zhu, Fan; Aittokallio, Tero; Mamitsuka, Hiroshi; Stuart, Joshua M.; Boehm, Jesse S.; Root, David E.; Xiao, Guanghua; Stolovitzky, Gustavo; Hahn, William C.; Margolin, Adam A.
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Circulating Cytokines Predict the Development of Insulin Resistance in a Prospective Finnish Population Cohort
errJOURNAL OF CLINICAL ENDOCRINOLOGY & METABOLISM
IF5.1
err2016-06-30
err18
errOAAI
errSantalahti, Kristiina; Maksimow, Mikael; Airola, Antti; Pahikkala, Tapio; Hutri-Kahonen, Nina; Jalkanen, Sirpa; Raitakari, Olli T.; Salmi, Marko
err分享
err收藏

研究方向

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合作学者
合作期刊
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Joshua M. Stuart
H 指数: 170 · 论文数: 578
W
William C. Hahn
H 指数: 147 · 论文数: 1.1K
O
Olli T. Raitakari
H 指数: 143 · 论文数: 1.4K
S
Samuli Ripatti
H 指数: 128 · 论文数: 730
D
David E. Root
H 指数: 106 · 论文数: 811
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