AIMC Topic: Neurodevelopmental Disorders
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A Low-Cost Assistive Robot for Children with Neurodevelopmental Disorders to Aid in Daily Living Activities.
International journal of environmental research and public health
Apr 9, 2021
In this paper, we present a new low-cost robotic platform that has been explicitly developed to increase children with neurodevelopmental disorders' involvement in the environment during everyday living activities. In order to support the children an...
A multi-task, multi-stage deep transfer learning model for early prediction of neurodevelopment in very preterm infants.
Scientific reports
Sep 15, 2020
Survivors following very premature birth (i.e., ≤ 32 weeks gestational age) remain at high risk for neurodevelopmental impairments. Recent advances in deep learning techniques have made it possible to aid the early diagnosis and prognosis of neurodev...
Predicting motor outcome in preterm infants from very early brain diffusion MRI using a deep learning convolutional neural network (CNN) model.
NeuroImage
Apr 9, 2020
BACKGROUND AND AIMS: Preterm birth imposes a high risk for developing neuromotor delay. Earlier prediction of adverse outcome in preterm infants is crucial for referral to earlier intervention. This study aimed to predict abnormal motor outcome at 2 ...
Multi-task prediction of infant cognitive scores from longitudinal incomplete neuroimaging data.
NeuroImage
Apr 27, 2018
Early postnatal brain undergoes a stunning period of development. Over the past few years, research on dynamic infant brain development has received increased attention, exhibiting how important the early stages of a child's life are in terms of brai...
BrainNetCNN: Convolutional neural networks for brain networks; towards predicting neurodevelopment.
NeuroImage
Sep 28, 2016
We propose BrainNetCNN, a convolutional neural network (CNN) framework to predict clinical neurodevelopmental outcomes from brain networks. In contrast to the spatially local convolutions done in traditional image-based CNNs, our BrainNetCNN is compo...
The Role of Robotic Rehabilitation in Children with Neurodevelopmental Disorders.
Psychiatria Danubina
Dec 1, 2021
In the last years, traditional treatments have been combined with innovative therapies, such as robot-assisted training, an interesting new rehabilitation tool for children with neurologic impairment. The robots deliver a high dose of training and in...
Identification of haploinsufficient genes from epigenomic data using deep forest.
Briefings in bioinformatics
Sep 2, 2021
Haploinsufficiency, wherein a single allele is not enough to maintain normal functions, can lead to many diseases including cancers and neurodevelopmental disorders. Recently, computational methods for identifying haploinsufficiency have been develop...
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