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Artificial Intelligence and Machine Learning
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2021

Standard vs. Learning-based Codecs for Real Time Endoscopic Video Transmission

Iuri Frosio, Aldo Marzullo, Martina Golini, Elena De Momi, Michele Catellani, Francesco Calimeri, Giuseppe Fiameni

Improving Long-read Consensus Sequencing Accuracy with Deep Learning

Avantika Lal, Michael Brown, Rahul Mohan, Joyjit Daw, James Drake, Johnny Israeli

Deep Learning-based Enhancement of Epigenomics Data with AtacWorks

Avantika Lal, Zachary D Chiang, Nikolai Yakovenko, Fabiana M Duarte, Johnny Israeli, Jason D Buenrostro

2020

Genome Variant Calling with a Deep Averaging Network

Nikolai Yakovenko, Avantika Lal, Johnny Israeli, Bryan Catanzaro

Neurreg: Neural registration and its application to image segmentation

Wentao Zhu, Andriy Myronenko, Ziyue Xu, Wenqi Li, Holger Roth, Yufang Huang, Fausto Milletari, Daguang Xu