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DL-UCT: A Deep Learning Framework for Ultrasound Computed Tomography

2022 IEEE 19th International Symposium on Biomedical Imaging (ISBI), 2022
Sumukha Prasad, Mohamed Almekkawy
openaire   +2 more sources

MGPP-DL: deep learning approach for material graph properties prediction

Journal of Molecular Modeling
The discovery of semiconductor materials for photovoltaic and optoelectronic applications is limited by the computational cost of DFT calculations and the requirement for complete 3D crystal structures. Existing deep learning approaches, including graph neural networks (CGCNN, MEGNet, ALIGNN) and transformer architectures (Matformer, CrysCo), require ...
Outhman, Abbassi   +4 more
openaire   +2 more sources

Machine Learning in Epigenetic Diseases

Medical Epigenetics, 2021
Robert E Akins, Karyn Robinson
exaly  

A Deep Learning-Based Segmentation of Cells and Analysis (DL-SCAN)

Abstract With the recent surge in the development of highly selective probes, fluorescence microscopy has become one of the most widely used approaches to study cellular properties and signaling in living cells and tissues.
Alok Bhattarai   +5 more
openaire   +1 more source

Deep Learning Shapes Single-Cell Data Analysis

Nature Reviews Molecular Cell Biology, 2022
Dong Xu, Qin Ma
exaly  

Deep Learning for Radio-Based Human Sensing: Recent Advances and Future Directions

IEEE Communications Surveys and Tutorials, 2021
Xiaoqing Zhu   +2 more
exaly  

A Survey of Deep Active Learning

ACM Computing Surveys, 2022
Zhihui Li, Pengzhen Ren, Xiaojun Chang
exaly  

HTS-DL: Hybrid Text Summarization System using Deep Learning

2022 27th International Computer Conference, Computer Society of Iran (CSICC), 2022
Majid Abolghasemi   +2 more
openaire   +1 more source

dl²: Detecting Communication Deadlocks in Deep Learning Jobs

Proceedings of the 33rd ACM International Conference on the Foundations of Software Engineering
Yanjie Gao   +5 more
openaire   +2 more sources

A Survey on Deep Learning and Its Applications

Computer Science Review, 2021
Khushnood Abbas, Shi Dong
exaly  

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