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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
992018
Applying Deep Learning to Stereotypical Motor Movement Detection in Autism Spectrum Disorders
NM Rad, C Furlanello
International Conference on Data Mining (ICDM 2016), 2016
742016
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
722018
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
432021
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
Advanced ultrasound and photoacoustic imaging in cardiology
M Wu, N Awasthi, NM Rad, JPW Pluim, RGP Lopata
Sensors 21 (23), 7947, 2021
242021
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
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
132021
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
92023
Machine learning for healthcare using wearable sensors
NM Rad, E Marchiori
Digital Health, 137-149, 2021
42021
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
32022
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
32022
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
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
12023
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
Prognostic Models for Colorectal Cancer Recurrence using Carcinoembryonic Antigen Measurements
N Mohammadian Rad, O Sosef, J Seegers, LJ Koolen, JJ Hoofwijk, ...
Frontiers in Oncology 14, 1368120, 2024
2024
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
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