On the in vivo recognition of kidney stones using machine learning

On the in vivo recognition of kidney stones using machine learning

21 January 2022

Daniel Flores-Araiza

M. González-Mendoza

Papers citing "On the in vivo recognition of kidney stones using machine learning"

12 / 12 papers shown

Title
Evaluating the plausibility of synthetic images for improving automated endoscopic stone recognition Ruben Gonzalez-Perez Francisco Lopez-Tiro Iván Reyes-Amezcua Eduardo Falcon-Morales Rosa-Maria Rodriguez-Gueant Jacques Hubert M. Daudon Gilberto Ochoa-Ruiz C. Daul MedIm 27 0 0 20 Sep 2024
Causal Scoring Medical Image Explanations: A Case Study On Ex-vivo Kidney Stone Images Armando Villegas-Jimenez Daniel Flores-Araiza F. Lopez-Tiro G. Ochoa-Ruiz CML MedIm 9 0 0 05 Sep 2023
A metric learning approach for endoscopic kidney stone identification Jorge Gonzalez-Zapata F. Lopez-Tiro Elias Villalvazo-Avila Daniel Flores-Araiza Jacques Hubert Andres Mendez-Vazquez G. Ochoa-Ruiz C. Daul 19 4 0 13 Jul 2023
Deep Prototypical-Parts Ease Morphological Kidney Stone Identification and are Competitively Robust to Photometric Perturbations Daniel Flores-Araiza F. Lopez-Tiro Jonathan El Beze Jacques Hubert M. González-Mendoza G. Ochoa-Ruiz C. Daul MedIm OOD 24 6 0 08 Apr 2023
Improving automatic endoscopic stone recognition using a multi-view fusion approach enhanced with two-step transfer learning F. Lopez-Tiro Elias Villalvazo-Avila Juan Pablo Betancur-Rengifo Jonathan El Beze Jacques Hubert G. Ochoa-Ruiz C. Daul MedIm 16 1 0 06 Apr 2023
SegPrompt: Using Segmentation Map as a Better Prompt to Finetune Deep Models for Kidney Stone Classification Wei-wei Zhu Runtao Zhou Yao Yuan Campbell Timothy Rajat Jain Jiebo Luo MedIm 22 5 0 15 Mar 2023
Improved Kidney Stone Recognition Through Attention and Multi-View Feature Fusion Strategies Elias Villalvazo-Avila F. Lopez-Tiro Jonathan El Beze Jacques Hubert M. González-Mendoza G. Ochoa-Ruiz C. Daul 22 8 0 05 Nov 2022
Boosting Kidney Stone Identification in Endoscopic Images Using Two-Step Transfer Learning F. Lopez-Tiro Juan Pablo Betancur-Rengifo Arturo Ruiz-Sanchez Iván Reyes-Amezcua Jonathan El Beze Jacques Hubert M. Daudon G. Ochoa-Ruiz C. Daul 19 10 0 24 Oct 2022
Interpretable Deep Learning Classifier by Detection of Prototypical Parts on Kidney Stones Images Daniel Flores-Araiza F. Lopez-Tiro Elias Villalvazo-Avila Jonathan El Beze Jacques Hubert G. Ochoa-Ruiz C. Daul 16 4 0 01 Jun 2022
Comparing feature fusion strategies for Deep Learning-based kidney stone identification Elias Villalvazo-Avila F. Lopez-Tiro Daniel Flores-Araiza G. Ochoa-Ruiz Jonathan El Beze Jacques Hubert C. Daul MedIm 22 1 0 31 May 2022
End-to-End Trainable Deep Active Contour Models for Automated Image Segmentation: Delineating Buildings in Aerial Imagery Ali Hatamizadeh Debleena Sengupta Demetri Terzopoulos 25 43 0 22 Jul 2020
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 278 10,544 0 19 Feb 2017