Dr. Gilberto Ochoa-Ruiz

J.C. Angeles-Ceron, G. Ochoa-Ruiz, L. Chang, S. Ali, “Real-time Instance Segmentation of Surgical Instruments using Attention and Multi-scale Feature Fusion”, Under review at Medical Image Analysis, 2021
G. Ochoa-Ruiz, F. Lopez-Tiro, D. Flores-Araiza, J. Elbeze, D.-H. Trinh, M. Gonzalez-Mendoza, P. Eschwege, V. Estrade, J. Hubert, C. Daul, “On the in vivo recognition of kidney stones using machine learning”, Computer Methods and Programs in Biomedicine (CMPB), Elsevier
J. Rodriguez, G. Ochoa-Ruiz, C. Mata, “A Prostate MRI segmentation tool based on Active Contour Models using a GVF model”, Applied Sciences, Medical Informatics and Data Analysis, Vol. 10, Issue 18 Year: 2021.
C. Perez-Guerrero, A. Palacios, G. Ochoa-Ruiz, C. Mata, J. Cassal, M. Gonzalez-Mendoza, L.E. Falcon Morales, “Assessing the Applicability of Deep Learning Methods for Segmenting Geometrical Features in Large-Scale Jet Flames from Infrared Images”, Heliyon, Elsevier, 2021
S. Basar, M. Ali, G. Ochoa-Ruiz, A. Waheed, M. Zareei, A. Adnan, “Unsupervised color image segmentation: A case of RGB histogram-based K-means clustering initialization”, Plos One, Vol. 15 Issue 10, Year: 2020 J. El Beze, C. Mazeaud, C. Daul, G. Ochoa-Ruiz, M. Daudon, P. Eschwège, J. Hubert, “Evaluation of automatic recognition of urolithiasis”, British Journal of Urology International (BJUI), 2021