José Manuel Saavedra Rondo

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Education/Academic qualification

PhD, Ciencias de la Computación, Universidad de Chile

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1 Similar Profiles

2 Finished
2 Active

FONDECYT REGULAR - 1260784: LEVERAGING VISUAL LATENT SPACE AND LARGE LANGUAGE MODELS TO FACILITATE INTERPRETABILITY AND EXPLAINABILITY OF VISION MODELS
Saavedra Rondo, J. M. (Principal Investigator)
Agencia Nacional de Investigación y Desarrollo
1/04/26 → 31/03/30
Project: RESEARCH
FONDECYT EXPLORACIÓN - 13250156: DYNAMIC AI FOUNDATION MODELS FOR INTERPRETING MEDICAL IMAGES THROUGH SELF-SUPERVISION, MULTIMODALITY, CLINICAL-CONTEXT PROMPTING AND ADAPTABLE EXPLAINABILITY
Chang, V. (Director) & Saavedra Rondo, J. M. (Director (a) Adjunto)
Agencia Nacional de Investigación y Desarrollo
1/08/25 → 31/07/29
Project: RESEARCH
FONDEF IDeA I+D - ID24I10053: RECONSTRUCCIÓN DE TOMOGRAFÍAS COMPUTARIZADAS CON BAJA DOSIS DE RADIACIÓN A TRAVÉS DE MODELOS GENERATIVOS ACELERADOS BASADOS EN TÉCNICAS DE DIFUSIÓN
Saavedra Rondo, J. M. (Principal Investigator) & Cisternas Elgueta, J. E. (Co-Investigator)
Agencia Nacional de Investigación y Desarrollo
1/05/24 → 1/05/26
Project: INNOVACIÓN Y DESARROLLO
FONDEF IDeA I+D - ID23I10107: ESTUDIO Y DESARROLLO DE MODELOS MULTIMODALES ENTRENADOS BAJO UN ENFOQUE AUTOSUPERVISADO PARA POTENCIAR MOTORES DE BÚSQUEDA, SISTEMAS DE RECOMENDACIÓN Y SEGMENTACIÓN DE CLIENTES EN EL CONTEXTO DEL ECOMMERCE
Saavedra Rondo, J. M. (Principal Investigator)
Agencia Nacional de Investigación y Desarrollo
17/10/23 → 17/10/25
Project: INNOVACIÓN Y DESARROLLO

19 Article
15 Conference contribution
8 Paper
2 Conference article
More
- 1 Review article
- 1 Doctoral Thesis

Artificial Intelligence Models for Diagnosing Pulpitis in Adults Using a Modified Wolters Classification: A Diagnostic Accuracy Study
Brizuela, C., Ferrada, J. P., Valencia, M. I., Cabrera, C., Saavedra, J. M. & Loyola, C., Jan 2026, In: International Endodontic Journal. 59, 2, p. 271-287 17 p.
Research output: Contribution to journal › Article › peer-review

Open Access
AST-n: A Fast Sampling Approach for Low-Dose CT Reconstruction Using Diffusion Models
de la Sotta, T., Saavedra, J. M., Henríquez, H., Chang, V., Xavier, A. & Delpiano, J., 2026, Medical Image Computing in Resource Constrained Settings - 1st International Workshop, MIRASOL 2025, Held in Conjunction with MICCAI 2025, Proceedings. Anazodo, U., Raymond, C., Zhang, D., Kurt, M., Lekadir, K. & Crimi, A. (eds.). Springer Science and Business Media Deutschland GmbH, p. 231-240 10 p. (Lecture Notes in Computer Science; vol. 16398 LNCS).
Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review
A study of cross-dataset generalization on liver vessel segmentation improved by a topological loss
Saavedra, J. M., Henríquez, H., Chicchon, M., Figueroa, C., Pizarro, M., Curimil, J. & Chang, V., 2026, (Accepted/In press) In: Medical and Biological Engineering and Computing.
Research output: Contribution to journal › Article › peer-review
Achieving high performance on sketch-based image retrieval without real sketches for training
Saavedra, J. M., Stears, C. & Campos, W., Jul 2025, In: Pattern Recognition Letters. 193, p. 94-100 7 p.
Research output: Contribution to journal › Article › peer-review
3 Scopus citations
A segmentation-free method for image retrieval and pattern spotting in historical documents using convolutional features
Curi, Z., Nicolas, S., Tranouez, P., M. Saavedra, J., de Souza Britto, A. & Heutte, L., Sep 2025, In: Multimedia Tools and Applications. 84, 32, p. 39635-39665 31 p.
Research output: Contribution to journal › Article › peer-review

Open Access
1 Scopus citations

1 Oral presentation

IV Workshop- computer vision
Ferrada Ponce de León, J. P. (Invited speaker) & Saavedra Rondo, J. M. (Keynote speaker)
25 Nov 2025
Activity: Talk or presentation › Oral presentation

José Manuel Saavedra Rondo, PhD

Personal profile

Education/Academic qualification

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Collaborations and top research areas from the last five years

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FONDECYT REGULAR - 1260784: LEVERAGING VISUAL LATENT SPACE AND LARGE LANGUAGE MODELS TO FACILITATE INTERPRETABILITY AND EXPLAINABILITY OF VISION MODELS

FONDECYT EXPLORACIÓN - 13250156: DYNAMIC AI FOUNDATION MODELS FOR INTERPRETING MEDICAL IMAGES THROUGH SELF-SUPERVISION, MULTIMODALITY, CLINICAL-CONTEXT PROMPTING AND ADAPTABLE EXPLAINABILITY

FONDEF IDeA I+D - ID24I10053: RECONSTRUCCIÓN DE TOMOGRAFÍAS COMPUTARIZADAS CON BAJA DOSIS DE RADIACIÓN A TRAVÉS DE MODELOS GENERATIVOS ACELERADOS BASADOS EN TÉCNICAS DE DIFUSIÓN

FONDEF IDeA I+D - ID23I10107: ESTUDIO Y DESARROLLO DE MODELOS MULTIMODALES ENTRENADOS BAJO UN ENFOQUE AUTOSUPERVISADO PARA POTENCIAR MOTORES DE BÚSQUEDA, SISTEMAS DE RECOMENDACIÓN Y SEGMENTACIÓN DE CLIENTES EN EL CONTEXTO DEL ECOMMERCE

Artificial Intelligence Models for Diagnosing Pulpitis in Adults Using a Modified Wolters Classification: A Diagnostic Accuracy Study

AST-n: A Fast Sampling Approach for Low-Dose CT Reconstruction Using Diffusion Models

A study of cross-dataset generalization on liver vessel segmentation improved by a topological loss

Achieving high performance on sketch-based image retrieval without real sketches for training

A segmentation-free method for image retrieval and pattern spotting in historical documents using convolutional features

IV Workshop- computer vision

José Manuel Saavedra Rondo, PhD

Personal profile

Education/Academic qualification

Fingerprint

Collaborations and top research areas from the last five years

Projects

Research output

Activities