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Nastaran Mohammadian Rad
Nastaran Mohammadian Rad
Verified email at maastrichtuniversity.nl - Homepage
Title
Cited by
Cited by
Year
Deep learning for automatic stereotypical motor movement detection using wearable sensors in autism spectrum disorders
NM Rad, SM Kia, C Zarbo, T van Laarhoven, G Jurman, P Venuti, ...
Signal Processing 144, 180-191, 2018
952018
Applying Deep Learning to Stereotypical Motor Movement Detection in Autism Spectrum Disorders
NM Rad, C Furlanello
International Conference on Data Mining (ICDM 2016), 2016
722016
Novelty detection using deep normative modeling for imu-based abnormal movement monitoring in parkinson’s disease and autism spectrum disorders
N Mohammadian Rad, T Van Laarhoven, C Furlanello, E Marchiori
Sensors 18 (10), 3533, 2018
632018
Crowdsourcing digital health measures to predict Parkinson’s disease severity: the Parkinson’s Disease Digital Biomarker DREAM Challenge
SK Sieberts, J Schaff, M Duda, BÁ Pataki, M Sun, P Snyder, JF Daneault, ...
NPJ digital medicine 4 (1), 53, 2021
392021
Convolutional neural network for stereotypical motor movement detection in autism
NM Rad, A Bizzego, SM Kia, G Jurman, P Venuti, C Furlanello
arXiv preprint arXiv:1511.01865, 2015
372015
Stereotypical Motor Movement Detection in Dynamic Feature Space
NM Rad, SM Kia, C Zarbo, G Jurman, P Venuti, C Furlanello
International Conference on Data Mining (ICDM 2016), 2016
232016
Advanced ultrasound and photoacoustic imaging in cardiology
M Wu, N Awasthi, NM Rad, JPW Pluim, RGP Lopata
Sensors 21 (23), 7947, 2021
222021
Hybrid deep neural network for brachial plexus nerve segmentation in ultrasound images
J Van Boxtel, V Vousten, J Pluim, NM Rad
2021 29th European Signal Processing Conference (EUSIPCO), 1246-1250, 2021
122021
From Head and Neck Tumour and Lymph Node Segmentation to Survival Prediction on PET/CT: An End-to-End Framework Featuring Uncertainty, Fairness, and Multi-Region Multi-Modal …
Z Salahuddin, Y Chen, X Zhong, HC Woodruff, NM Rad, SA Mali, ...
Cancers 15 (7), 1932, 2023
62023
Machine learning for healthcare using wearable sensors
NM Rad, E Marchiori
Digital Health, 137-149, 2021
42021
PROMISSING: Pruning Missing Values in Neural Networks
SM Kia, NM Rad, D van Opstal, B van Schie, AF Marquand, J Pluim, ...
arXiv preprint arXiv:2206.01640, 2022
22022
Deep Learning for Abnormal Movement Detection using Wearable Sensors: Case Studies on Stereotypical Motor Movements in Autism and Freezing of Gait in Parkinson's Disease.
NM Rad
22019
Open Source Repository and Online Calculator of Prediction Models for Diagnosis and Prognosis in Oncology
I Halilaj, C Oberije, A Chatterjee, Y van Wijk, NM Rad, P Galganebanduge, ...
Biomedicines 10 (11), 2679, 2022
12022
HNT-AI: an automatic segmentation framework for head and neck primary tumors and lymph nodes in FDG-PET/CT images
Z Salahuddin, Y Chen, X Zhong, NM Rad, HC Woodruff, P Lambin
3D Head and Neck Tumor Segmentation in PET/CT Challenge, 212-220, 2022
12022
Deep learning assisted classification of spectral photoacoustic imaging of carotid plaques
C Cano, NM Rad, A Gholampour, M van Sambeek, J Pluim, R Lopata, ...
Photoacoustics 33, 100544, 2023
2023
HNT-AI: An Automatic Segmentation Framework for Head and Neck Primary Tumors and Lymph Nodes in FDG-PET/CT Images
NM Rad, HC Woodruff, P Lambin
Head and Neck Tumor Segmentation and Outcome Prediction: Third Challenge …, 2023
2023
Open-Source Repository and Online Calculator of Prediction Models for Diagnosis and Prognosis in Oncology: Biomedicines 2022, 10, 2679
I Halilaj, C Oberije, A Chatterjee, Y van Wijk, NM Rad, P Galganebanduge, ...
s Note: MDPI stays neu-tral with regard to jurisdictional claims in …, 2022
2022
Crowdsourcing digital health measures to predict Parkinson's disease severity: the Parkinson's Disease Digital Biomarker DREAM Challenge
Z Aydin, SK Sieberts, J Schaff, M Duda, BA Pataki, M Sun, P Snyder, ...
NATURE RESEARCHHEIDELBERGER PLATZ 3, BERLIN 14197, GERMANY, 2021
2021
Deep Learning for Abnormal Movement Detection using Wearable Sensors: Case Studies on Stereotypical Motor Movements in Autism and Freezing of Gait in Parkinson's Disease
N Mohammadian Rad
University of Trento, 2019
2019
Convolutional Neural Network for Stereotypical Motor Movement Detection in Autism
N Mohammadian Rad, A Bizzego, SM Kia, G Jurman, P Venuti, ...
arXiv e-prints, arXiv: 1511.01865, 2015
2015
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