CapillaryX: A Software Design Pattern for Analyzing Medical Images in
Real-time using Deep Learning

CapillaryX: A Software Design Pattern for Analyzing Medical Images in Real-time using Deep Learning

13 April 2022

Maged Abdalla Helmy Abdou

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Papers citing "CapillaryX: A Software Design Pattern for Analyzing Medical Images in Real-time using Deep Learning"

11 / 11 papers shown

Title
The Computational Limits of Deep Learning Neil C. Thompson Kristjan Greenewald Keeheon Lee Gabriel F. Manso VLM 55 529 0 10 Jul 2020
Machine Learning in Python: Main developments and technology trends in data science, machine learning, and artificial intelligence S. Raschka Joshua Patterson Corey J. Nolet AI4CE 91 498 0 12 Feb 2020
A performance comparison of Dask and Apache Spark for data-intensive neuroimaging pipelines Mathieu Dugré Valérie Hayot-Sasson Tristan Glatard 20 13 0 30 Jul 2019
Activation Functions: Comparison of trends in Practice and Research for Deep Learning S. Bodenstedt Dominik Rivoir A. Gachagan S. T. Mees 103 1,279 0 08 Nov 2018
Machine Learning Algorithms for Classification of Microcirculation Images from Septic and Non-Septic Patients Perikumar Javia Lukasz Tulczyjew Michal Marcinkiewicz J. Nalepa 23 13 0 24 Oct 2018
Attention U-Net: Learning Where to Look for the Pancreas Ozan Oktay Jo Schlemper Loic Le Folgoc M. J. Lee M. Heinrich ... Jingyu Sun Nils Y. Hammerla Bernhard Kainz Ben Glocker Daniel Rueckert SSeg 161 5,068 0 11 Apr 2018
TensorFlow-Serving: Flexible, High-Performance ML Serving Christopher Olston Noah Fiedel Kiril Gorovoy Jeremiah Harmsen Li Lao Fangwei Li Vinu Rajashekhar Sukriti Ramesh Jordan Soyke 53 312 0 17 Dec 2017
Ray: A Distributed Framework for Emerging AI Applications Philipp Moritz Robert Nishihara Stephanie Wang Alexey Tumanov Richard Liaw ... Melih Elibol Zongheng Yang William Paul Michael I. Jordan Ion Stoica GNN 110 1,268 0 16 Dec 2017
Real-Time Machine Learning: The Missing Pieces Robert Nishihara Philipp Moritz Stephanie Wang Alexey Tumanov William Paul Johann Schleier-Smith Richard Liaw Mehrdad Niknami Michael I. Jordan Ion Stoica OffRL 57 64 0 11 Mar 2017
A Survey on Deep Learning in Medical Image Analysis G. Litjens Thijs Kooi B. Bejnordi A. Setio F. Ciompi Mohsen Ghafoorian Jeroen van der Laak Bram van Ginneken C. I. Sánchez OOD 705 10,826 0 19 Feb 2017
Deep Residual Learning for Image Recognition Kaiming He Xinming Zhang Shaoqing Ren Jian Sun MedIm 2.2K 194,510 0 10 Dec 2015