Chapter: Data Augmentation for Deep Learning of Non-mydriatic Screening Retinal Fundus Images

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Chapters/Headings	Author(s)	Pages	Info
Front Matter		I-XIX
Front Matter		1-1
A Scheduling Algorithm for a Platform in Real Time	M. Larios-Gómez; J. Migliolo Carrera; M. Anzures-García; A. Aldama-Díaz; G. Trinidad-García	3-10
Automatic Code Generator for a Customized High Performance Microprocessor Simulator	Alfredo Cristóbal-Salas; Juan D. Santiago-Domínguez; Bardo Santiago-Vicente; Marco Antonio Ramírez-Salinas; Luis Alfonso Villa-Vargas; Neiel Israel Layva-Santes et al.	11-23
Use of Containers for High-Performance Computing	F. Medrano-Jaimes; J. E. Lozano-Rizk; S. Castañeda-Avila; R. Rivera-Rodriguez	24-32
Front Matter		33-33
Generic Methodology for the Design of Parallel Algorithms Based on Pattern Languages	A. Alejandra Serrano-Rubio; Amilcar Meneses-Viveros; Guillermo B. Morales-Luna; Mireya Paredes-López	35-48
A Parallelized Iterative Closest Point Algorithm for 3D View Fusion	S. Ivvan Valdez; Felipe Trujillo-Romero	49-56
Evaluation of OrangeFS as a Tool to Achieve a High-Performance Storage and Massively Parallel Processing in HPC Cluster	Hugo Eduardo Camacho Cruz; Jesús Humberto Foullon Peña; Julio Cesar González Mariño; Ma. de Lourdes Cantú Gallegos	57-69
Many-Core Parallel Algorithm to Correct the Gaussian Noise of an Image	Teodoro Alvarez-Sanchez; Jesus A. Alvarez-Cedillo; Jacobo Sandoval-Gutierrez	70-86
Amdahl’s Law Extension for Parallel Program Performance Analysis on Intel Turbo-Boost Multicore Processors	Amilcar Meneses-Viveros; Mireya Paredes-López; Isidoro Gitler	87-96
Front Matter		97-97
Traffic Sign Distance Estimation Based on Stereo Vision and GPUs	Luis Barbosa-Santillan; Edgar Villavicencio-Arcadia; Liliana Barbosa-Santillan	99-109
The Use of HPC on Volcanic Tephra Dispersion Operational Forecast System	Agustín García-Reynoso; Jorge Zavala-Hidalgo; Hugo Delgado-Granados; Dulce R. Herrera-Moro	110-117
High Performance Open Source Lagrangian Oil Spill Model	Andrea Anguiano-García; Olmo Zavala-Romero; Jorge Zavala-Hidalgo; Julio Antonio Lara-Hernández; Rosario Romero-Centeno	118-128
Fast Random Cactus Graph Generation	Joel Antonio Trejo-Sánchez; Andrés Vela-Navarro; Alejandro Flores-Lamas; José Luis López-Martínez; Carlos Bermejo-Sabbagh; Nora Leticia Cuevas-Cuevas et al.	129-136
Theoretical Calculation of Photoluminescence Spectrum Using DFT for Double-Wall Carbon Nanotubes	A. P. Rodríguez Victoria; Javier Martínez Juárez; J. A. David Hernández de la Luz; Néstor David Espinosa-Torres; M. J. Robles-Águila	137-146
Computational Study of Aqueous Solvation of Vanadium (V) Complexes	Francisco J. Melendez; María Eugenia Castro; Jose Manuel Perez-Aguilar; Norma A. Caballero; Lisset Noriega; Enrique González Vergara	147-156
3D Image Reconstruction System for Cancerous Tumors Analysis Based on Diffuse Optical Tomography with Blender	Marco Antonio Ramírez-Salinas; Luis Alfonso Villa-Vargas; Neiel Israel Leyva-Santes; César Alejandro Hernández-Calderón; Sael González-Romero; Miguel Angel Aleman-Arce et al.	157-166
Sea-Surface Temperature Spatiotemporal Analysis for the Gulf of California, 1998–2015: Regime Change Simulation	María del Carmen Heras-Sánchez; José Eduardo Valdez-Holguín; Raúl Gilberto Hazas-Izquierdo	167-181
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