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Deep learning

Deep learning neural network image analysis of immunohistochemical protein expression reveals a significantly reduced expression of biglycan in breast cancer

Ana Paula Thiesen, Bruna Mielczarski, Ricardo Francalacci Savaris

Bat4RCT: A suite of benchmark data and baseline methods for text classification of randomized controlled trials

Jenna Kim, Jinmo Kim, Aejin Lee, Jinseok Kim

Domain-guided data augmentation for deep learning on medical imaging

Chinmayee Athalye, Rima Arnaout

Design considerations for a hierarchical semantic compositional framework for medical natural language understanding

Ricky K. Taira, Anders O. Garlid, William Speier

A model of integrating convolution and BiGRU dual-channel mechanism for Chinese medical text classifications

Xiaoli Li, Yuying Zhang, [ ... ], Shengbin Liang

Application of MobileNetV2 to waste classification

Liying Yong, Le Ma, Dandan Sun, Liping Du

Comparison of a machine and deep learning model for automated tumor annotation on digitized whole slide prostate cancer histology

Savannah R. Duenweg, Michael Brehler, [ ... ], Peter S. LaViolette

Using satellite data on remote transportation of air pollutants for PM_2.5 prediction in northern Taiwan

George William Kibirige, Ming-Chuan Yang, Chao-Lin Liu, Meng Chang Chen

A deep graph convolutional neural network architecture for graph classification

Yuchen Zhou, Hongtao Huo, Zhiwen Hou, Fanliang Bu

Deformable image registration based on single or multi-atlas methods for automatic muscle segmentation and the generation of augmented imaging datasets

William H. Henson, Claudia Mazzá, Enrico Dall’Ara

A hybrid CNN and ensemble model for COVID-19 lung infection detection on chest CT scans

Ahmed A. Akl, Khalid M. Hosny, Mostafa M. Fouda, Ahmad Salah

LSTM based stock prediction using weighted and categorized financial news

Shazia Usmani, Jawwad A. Shamsi

Deep learning-based classification of adequate sonographic images for self-diagnosing deep vein thrombosis

Yusuke Nakayama, Mitsuru Sato, [ ... ], Yosuke Horii

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