Jussi Ekström - Publications, H-index & Citations

Jussi Ekström

Aalto University

15H指数

50论文数

590被引数

收录论文 15

发表时间

Electronic patient-reported outcomes and machine learning in predicting immune-related adverse events of immune checkpoint inhibitor therapies

BMC MEDICAL INFORMATICS AND DECISION MAKING

IF3.8

2021-06-30

OAAI

Iivanainen, Sanna; Ekstrom, Jussi; Virtanen, Henri; Kataja, Vesa V.; Koivunen, Jussi P.

Predicting the onset of immune-related adverse events (irAEs) in immune checkpoint inhibitor (ICI) therapies using a machine learning (ML) model trained with electronic patient-reported outcomes (ePROs) and lab measurements 使用经过电子患者报告结果 (ePROs) 和实验室测量训练的机器学习 (ML) 模型预测免疫检查点抑制剂 (ICI) 疗法中免疫相关不良事件 (irae) 的发作

ANNALS OF ONCOLOGY

IF65.4

2020-09-01

OAAI

Iivanainen, S. M. E.; Ekstrom, J.; Kataja, V.; Virtanen, H.; Koivunen, J.

A combination model of electronic patient-reported outcomes (ePROs) and lab measurements in prediction of immune related adverse events (irAEs) and treatment response of immune checkpoint inhibitor (ICI) therapies

ANNALS OF ONCOLOGY

IF65.4

2020-09-01

OAAI

Iivanainen, S. M. E.; Ekstrom, J.; Kataja, V.; Virtanen, H.; Koivunen, J.

Utilising demand response in the future Finnish energy system with increased shares of baseload nuclear power and variable renewable energy 在未来的芬兰能源系统中利用需求响应，增加基本量核电和可变可再生能源的份额

ENERGY

IF9.4

2018-12-01

OAAI

Olkkonen, Ville; Ekstrom, Jussi; Hast, Aira; Syri, Sanna

Multi-agent based distributed voltage regulation scheme with grid-tied inverters in active distribution networks

ELECTRIC POWER SYSTEMS RESEARCH

IF4.2

2018-07-01

PREAI

Arshad, A.; Ekstrom, J.; Lehtonen, M.

A Statistical Model for Hourly Large-Scale Wind and Photovoltaic Generation in New Locations

ieee transactions on energy conversion

IF10

2017-10-01

OAAI

Ekstrom, Jussi; Koivisto, Matti; Mellin, Ilkka; Millar, Robert John; Lehtonen, Matti

Assessing the Potential Benefits and Limits of Electric Storage Heaters for Wind Curtailment Mitigation: A Finnish Case Study

SUSTAINABILITY

IF3.3

2017-05-16

OAAI

Ali, Mubbashir; Ekstrom, Jussi; Lehtonen, Matti

A control framework for the utilization of heating load flexibility in a day-ahead market

ELECTRIC POWER SYSTEMS RESEARCH

IF4.2

2017-04-01

PREAI

Alahaeivaelae, Antti; Corbishley, James; Ekstroem, Jussi; Jokisalo, Juha; Lehtonen, Matti

A framework for the assessment of electric heating load flexibility contribution to mitigate severe wind power ramp effects

ELECTRIC POWER SYSTEMS RESEARCH

IF4.2

2017-01-01

PREAI

Alahaivala, Antti; Ekstrom, Jussi; Jokisalo, Juha; Lehtonen, Matti

Statistical wind direction modeling for the analysis of large scale wind power generation

WIND ENERGY

IF3.3

2016-09-26

PREAI

Koivisto, Matti; Ekstrom, Jussi; Mellin, Ilkka; Millar, John; Lehtonen, Matti

A statistical approach for hourly photovoltaic power generation modeling with generation locations without measured data

SOLAR ENERGY

IF6.6

2016-07-01

PREAI

Ekstrom, Jussi; Koivisto, Matti; Millar, John; Mellin, Ilkka; Lehtonen, Matti

Wind speed modeling using a vector autoregressive process with a time-dependent intercept term

INTERNATIONAL JOURNAL OF ELECTRICAL POWER & ENERGY SYSTEMS

IF5

2016-05-01

PREAI

Koivisto, Matti; Seppanen, Janne; Mellin, Ilkka; Ekstrom, Jussi; Millar, John; Mammarella, Ivan; Komppula, Mika; Lehtonen, Matti

Statistical modeling of aggregated electricity consumption and distributed wind generation in distribution systems using AMR data

ELECTRIC POWER SYSTEMS RESEARCH

IF4.2

2015-12-01

PREAI

Koivisto, Matti; Degefa, Merkebu; Ali, Mubbashir; Ekstrom, Jussi; Millar, John; Lehtonen, Matti

Assessment of large scale wind power generation with new generation locations without measurement data

RENEWABLE ENERGY

IF9.1

2015-11-01

PREAI

Ekstrom, Jussi; Koivisto, Matti; Mellin, Ilkka; Millar, John; Saarijarvi, Eero; Haarla, Liisa

A statistical model for comparing future wind power scenarios with varying geographical distribution of installed generation capacity

WIND ENERGY

IF3.3

2015-05-15

PREAI

Koivisto, M.; Ekstrom, J.; Seppanen, J.; Mellin, I.; Millar, J.; Haarla, L.

研究方向