Espen A. F. Ihlen - Publications, H-index & Citations

Espen A. F. Ihlen

norwegian university of science and technology

26H指数

67论文数

2.7K被引数

收录论文 21

发表时间

Toward Biomarker Discovery for Early Cerebral Palsy Detection: Evaluating Explanations Through Kinematic Perturbations 早期脑瘫检测的生物标志物发现: 通过运动学扰动评估解释

IEEE Transactions on Neural Systems and Rehabilitation Engineering

IF5.2

2026-01-14

OAAI

Kimji N. Pellano; Inga Strümke; Daniel Groos; Lars Adde; Pål Haugen; Espen Alexander F. Ihlen

Choose your explanation: a comparison of SHAP and Grad-CAM in human activity recognition 选择你的解释：SHAP与Grad-CAM在人类活动识别中的比较

Applied Intelligence

IF3.5

2025-11-21

OAAI

Felix Tempel; Daniel Groos; Espen Alexander F. Ihlen; Lars Adde; Inga Strümke

From Movements to Metrics: Evaluating Explainable AI Methods in Skeleton-Based Human Activity Recognition 从运动到度量: 在基于骨架的人类活动识别中评估可解释的AI方法

SENSORS

IF3.5

2024-03-18

OAAI

Pellano, Kimji N.; Struemke, Inga; Ihlen, Espen A. F.

AutoGCN-Toward Generic Human Activity Recognition With Neural Architecture Search

IEEE ACCESS

IF3.6

2024-01-01

OAAI

Tempel, Felix; Ihlen, Espen Alexander F.; Strumke, Inga

Towards human-level performance on automatic pose estimation of infant spontaneous movements

COMPUTERIZED MEDICAL IMAGING AND GRAPHICS

IF4.9

2022-01-01

OAAI

Groos, Daniel; Adde, Lars; Stoen, Ragnhild; Ramampiaro, Heri; Ihlen, Espen A. F.

Classical Machine Learning Versus Deep Learning for the Older Adults Free-Living Activity Classification 老年人自由生活活动分类的经典机器学习与深度学习

SENSORS

IF3.5

2021-07-07

OAAI

Awais, Muhammad; Chiari, Lorenzo; Ihlen, Espen A. F.; Helbostad, Jorunn L.; Palmerini, Luca

Predicting Advanced Balance Ability and Mobility with an Instrumented Timed Up and Go Test

SENSORS

IF3.5

2020-09-03

OAAI

Bergquist, Ronny; Nerz, Corinna; Taraldsen, Kristin; Mellone, Sabato; Ihlen, Espen A. F.; Vereijken, Beatrix; Helbostad, Jorunn L.; Becker, Clemens; Mikolaizak, A. Stefanie

Machine Learning of Infant Spontaneous Movements for the Early Prediction of Cerebral Palsy: A Multi-Site Cohort Study

JOURNAL OF CLINICAL MEDICINE

IF2.9

2019-12-18

OAAI

Ihlen, Espen A. F.; Stoen, Ragnhild; Boswell, Lynn; de Regnier, Raye-Ann; Fjortoft, Toril; Gaebler-Spira, Deborah; Labori, Cathrine; Loennecken, Marianne C.; Msall, Michael E.; Moinichen, Unn I.; Peyton, Colleen; Schreiber, Michael D.; Silberg, Inger E.; Songstad, Nils T.; Vagen, Randi T.; Oberg, Gunn K.; Adde, Lars

The Predictive Accuracy of the General Movement Assessment for Cerebral Palsy: A Prospective, Observational Study of High-Risk Infants in a Clinical Follow-Up Setting

JOURNAL OF CLINICAL MEDICINE

IF2.9

2019-10-25

OAAI

Stoen, Ragnhild; Boswell, Lynn; de Regnier, Raye-Ann; Fjortoft, Toril; Gaebler-Spira, Deborah; Ihlen, Espen; Labori, Cathrine; Loennecken, Marianne; Msall, Michael; Moinichen, Unn Inger; Peyton, Colleen; Russow, Annamarie; Schreiber, Michael D.; Silberg, Inger Elisabeth; Songstad, Nils Thomas; Vagen, Randi; Oberg, Gunn Kristin; Adde, Lars

Development of a gold-standard method for the identification of sedentary, light and moderate physical activities in older adults: Definitions for video annotation

JOURNAL OF SCIENCE AND MEDICINE IN SPORT

IF3.4

2019-05-01

PREAI

Bourke, Alan Kevin; Ihlen, Espen Alexander F.; Helbostad, Jorunn Laegdheim

Physical Activity Classification for Elderly People in Free-Living Conditions

IEEE JOURNAL OF BIOMEDICAL AND HEALTH INFORMATICS

IF6.8

2019-01-01

OAAI

Awais, Muhammad; Chiari, Lorenzo; Ihlen, Espen Alexander F.; Helbostad, Jorunn L.; Palmerini, Luca

Improved Prediction of Falls in Community-Dwelling Older Adults Through Phase-Dependent Entropy of Daily-Life Walking

FRONTIERS IN AGING NEUROSCIENCE

IF4.5

2018-03-05

OAAI

Ihlen, Espen A. F.; van Schooten, Kimberley S.; Bruijn, Sjoerd M.; van Dieen, Jaap H.; Vereijken, Beatrix; Helbostad, Jorunn L.; Pijnappels, Mirjam

Fractional Stability of Trunk Acceleration Dynamics of Daily-Life Walking: Toward a Unified Concept of Gait Stability

FRONTIERS IN PHYSIOLOGY

IF3.4

2017-08-29

OAAI

Ihlen, Espen A. F.; van Schooten, Kimberley S.; Bruijn, Sjoerd M.; Pijnappels, Mirjam; van Dieen, Jaap H.

A Physical Activity Reference Data-Set Recorded from Older Adults Using Body-Worn Inertial Sensors and Video Technology-The ADAPT Study Data-Set

SENSORS

IF3.5

2017-03-10

OAAI

Bourke, Alan Kevin; Ihlen, Espen Alexander F.; Bergquist, Ronny; Wik, Per Bendik; Vereijken, Beatrix; Helbostad, Jorunn L.

Performance Evaluation of State of the Art Systems for Physical Activity Classification of Older Subjects Using Inertial Sensors in a Real Life Scenario: A Benchmark Study

SENSORS

IF3.5

2016-12-11

OAAI

Awais, Muhammad; Palmerini, Luca; Bourke, Alan K.; Ihlen, Espen A. E.; Helbostad, Jorunn L.; Chiari, Lorenzo

The FARSEEING real-world fall repository: a large-scale collaborative database to collect and share sensor signals from real-world falls

EUROPEAN REVIEW OF AGING AND PHYSICAL ACTIVITY

IF3.5

2016-10-30

OAAI

Klenk, Jochen; Schwickert, Lars; Palmerini, Luca; Mellone, Sabato; Bourke, Alan; Ihlen, Espen A. F.; Kerse, Ngaire; Hauer, Klaus; Pijnappels, Mirjam; Synofzik, Matthis; Srulijes, Karin; Maetzler, Walter; Helbostad, Jorunn L.; Zijlstra, Wiebren; Aminian, Kamiar; Todd, Christopher; Chiari, Lorenzo; Becker, Clemens

Identification of gait domains and key gait variables following hip fracture 髋部骨折后步态域和关键步态变量的识别

BMC GERIATRICS

IF3.8

2015-11-18

OAAI

Thingstad, Pernille; Egerton, Thorlene; Ihlen, Espen F.; Taraldsen, Kristin; Moe-Nilssen, Rolf; Helbostad, Jorunn L.

JOURNAL OF APPLIED PHYSIOLOGY

IF3.3

2014-07-15

PREAI

Ihlen, Espen A. F.

Identifying Multiplicative Interactions Between Temporal Scales of Human Movement Variability