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Deep learning

DAU-Net: Dual attention-aided U-Net for segmenting tumor in breast ultrasound images

Payel Pramanik, Ayush Roy, [ ... ], Ram Sarkar

Deep learning exoplanets detection by combining real and synthetic data

Sara Cuéllar, Paulo Granados, [ ... ], Gonzalo Farias

DeepDetectNet vs RLAttackNet: An adversarial method to improve deep learning-based static malware detection model

Yong Fang, Yuetian Zeng, [ ... ], Lei Zhang

Multi-Scale Compositionality: Identifying the Compositional Structures of Social Dynamics Using Deep Learning

Huan-Kai Peng, Radu Marculescu

Adversarial confound regression and uncertainty measurements to classify heterogeneous clinical MRI in Mass General Brigham

Matthew Leming, Sudeshna Das, Hyungsoon Im

ai-corona: Radiologist-assistant deep learning framework for COVID-19 diagnosis in chest CT scans

Mehdi Yousefzadeh, Parsa Esfahanian, [ ... ], Reza Lashgari

Performance of Qure.ai automatic classifiers against a large annotated database of patients with diverse forms of tuberculosis

Eric Engle, Andrei Gabrielian, [ ... ], Alex Rosenthal

Precision agricultural robotic sprayer with real-time Tobacco recognition and spraying system based on deep learning

Fazal E. Nasir, Muhammad Tufail, [ ... ], Muhammad Tahir Khan

Multi-channel convolutional neural network architectures for thyroid cancer detection

Xinyu Zhang, Vincent C. S. Lee, [ ... ], Haoyu Kong

A deep graph convolutional neural network architecture for graph classification

Yuchen Zhou, Hongtao Huo, Zhiwen Hou, Fanliang Bu

Development of an intelligent decision support system for ischemic stroke risk assessment in a population-based electronic health record database

Chen-Ying Hung, Ching-Heng Lin, [ ... ], Chi-Chun Lee

Automated and real-time segmentation of suspicious breast masses using convolutional neural network

Viksit Kumar, Jeremy M. Webb, [ ... ], Azra Alizad

Development and evaluation of automated ultrasonographic detection of bladder diameter for estimation of bladder urine volume

Masaru Matsumoto, Takuya Tsutaoka, [ ... ], Hiromi Sanada

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