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Nastaran Mohammadian Rad
Nastaran Mohammadian Rad
Maastricht University
Верификована је имејл адреса на maastrichtuniversity.nl - Почетна страница
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Година
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
1082018
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
842018
Applying Deep Learning to Stereotypical Motor Movement Detection in Autism Spectrum Disorders
NM Rad, C Furlanello
International Conference on Data Mining (ICDM 2016), 2016
802016
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
532021
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
442015
Advanced ultrasound and photoacoustic imaging in cardiology
M Wu, N Awasthi, NM Rad, JPW Pluim, RGP Lopata
Sensors 21 (23), 7947, 2021
272021
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
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
172023
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
142021
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
112022
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
42022
Machine learning for healthcare using wearable sensors
NM Rad, E Marchiori
Digital Health, 137-149, 2021
42021
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
32023
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
32019
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
22022
Deep Learning-Based Methods for Photoacoustic Imaging Reconstruction: Concepts, Promises, Pitfalls, and Futures
A Gholampour, KJ Francis, M Wu, NM Rad, RGP Lopata, N Awasthi
Biomedical Photoacoustics: Technology and Applications, 155-177, 2024
2024
Concepts, Promises, Pitfalls, and Futures
NM Rad, RGP Lopata, N Awasthi
Biomedical Photoacoustics: Technology and Applications, 155, 2024
2024
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
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
SK Sieberts, J Schaff, M Duda, BÁ Pataki, M Sun, P Snyder, JF Daneault, ...
2021
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