Application of machine learning for drug–target interaction prediction

L Xu, X Ru, R Song - Frontiers in genetics, 2021 - frontiersin.org
Exploring drug–target interactions by biomedical experiments requires a lot of human,
financial, and material resources. To save time and cost to meet the needs of the present …

Music demixing challenge 2021

Y Mitsufuji, G Fabbro, S Uhlich, FR Stöter… - Frontiers in Signal …, 2022 - frontiersin.org
Music source separation has been intensively studied in the last decade and tremendous
progress with the advent of deep learning could be observed. Evaluation campaigns such …

The effectiveness of intermittent theta burst stimulation for upper limb motor recovery after stroke: a systematic review and meta-analysis of randomized controlled trials

S Chen, S Zhang, W Yang, Y Chen, B Wang… - Frontiers in …, 2023 - frontiersin.org
Background Intermittent theta burst stimulation (iTBS) is a promising noninvasive therapy to
restore the excitability of the cortex, and subsequently improve the function of the upper …

Executive green investment vision, stakeholders' green innovation concerns and enterprise green innovation performance

X Wan, Y Wang, L Qiu, K Zhang, J Zuo - Frontiers in Environmental …, 2022 - frontiersin.org
During the 14th Five Year Plan period, the green transformation of China's economic growth
mode has become the top priority under the carbon peak and carbon neutrality goal. As an …

Parkinson's disease detection based on multi-pattern analysis and multi-scale convolutional neural networks

L Qiu, J Li, J Pan - Frontiers in Neuroscience, 2022 - frontiersin.org
Parkinson's disease (PD) is a complex neurodegenerative disease. At present, the early
diagnosis of PD is still extremely challenging, and there is still a lack of consensus on the …

Multi-modal integration of EEG-fNIRS for characterization of brain activity evoked by preferred music

L Qiu, Y Zhong, Q **e, Z He, X Wang, Y Chen… - Frontiers in …, 2022 - frontiersin.org
Music can effectively improve people's emotions, and has now become an effective auxiliary
treatment method in modern medicine. With the rapid development of neuroimaging, the …

Metagenomic next-generation sequencing for the diagnosis of pulmonary aspergillosis in non-neutropenic patients: a retrospective study

S Bao, H Song, Y Chen, C Zhong… - Frontiers in Cellular and …, 2022 - frontiersin.org
This study aimed to obtain further in-depth information on the value of metagenomic next-
generation sequencing (mNGS) for diagnosing pulmonary aspergillosis in non-neutropenic …

Dilated convolution network with edge fusion block and directional feature maps for cardiac MRI segmentation

Z Chen, J Bai, Y Lu - Frontiers in Physiology, 2023 - frontiersin.org
Cardiac magnetic resonance imaging (MRI) segmentation task refers to the accurate
segmentation of ventricle and myocardium, which is a prerequisite for evaluating the …

Ship-to-ship maritime wireless channel modeling under various sea state conditions based on REL model

F Li, Y Shui, J Liang, K Yang, J Yu - Frontiers in Marine Science, 2023 - frontiersin.org
The propagation of electromagnetic waves on land and sea is significantly different.
Although the Los scenario is significant in marine wireless communication, the marine …

An EEG study of human trust in autonomous vehicles based on graphic theoretical analysis

T Xu, A Dragomir, X Liu, H Yin, F Wan… - Frontiers in …, 2022 - frontiersin.org
With the development of autonomous vehicle technology, human-centered transport
research will likely shift to the interaction between humans and vehicles. This study focuses …