Publications

Full list on Google Scholar.

1. An AI-enabled comprehensive breast ultrasound diagnostic system for low-resource settings without a sonographer or a radiologist. Nature Scientific Reports, 2025. First author. [Link]
2. Standardizing Obstetric Ultrasound Segmentation Using Unpaired Domain Translation Techniques. IUS 2025. First author. [Link]
3. First Exploration of H-scan Ultrasound Imaging in Diabetic Foot: A Feasibility Study. IUS 2025. First author. [Link]
4. Automated Analysis of Fetal Heart Rate from VSI-Based Ultrasound Using Segmentation-Guided Optical Flow. IUS 2025. First author. [Link]
5. Automated Fetal and Placenta Localization with Fetal Biometry Estimation using Obstetric Volume Sweep Imaging in Rural Areas. Submitted to journal, 2025. First author. [Link]
6. Classification of Keratoconus Stage Based on OCT Elastography Using Machine Learning Algorithms and Novel Biomarkers. SPIE Photonics West 2024. First author. [Link]
7. A Comparison Between Deep Learning Architectures for the Assessment of Breast Tumor Segmentation Using VSI Ultrasound Protocol. IEEE EMBC 2024. First author. [Link]
8. Comparison of YOLO Algorithms for Automatic Region of Interest Detection as a Complement for Reverberant Shear Wave Elastography Assessment in Foot. 1st IFMBE Latin American Conference on Digital Health (CLASD 2024). [Link]
9. Automatic Region of Interest Detection as a Complement for Reverberant Shear Wave Elastography Assessment in Foot. 2023 19th International Symposium on Medical Information Processing and Analysis (SIPAIM), Mexico City, Mexico. [Link]
10. A Convolutional Neural Network for Early Supraventricular Arrhythmia Identification. International Congress: Technology and Innovation in Engineering and Computing 2023, Lima, Peru. First author.[Link]
11. Additive Manufacturing of a Customized Ankle-Foot Orthosis: Design, Manufacturing and Mechanical Evaluation. International Congress: Technology and Innovation in Engineering and Computing 2023, Lima, Peru. [Link]
12. Design, Manufacturing and Mechanical Evaluation of a 3D-Printed Customized Wrist-Hand Orthosis for the Treatment of De Quervain Tenosynovitis. International Congress: Technology and Innovation in Engineering and Computing 2023, Lima, Peru. [Link]
13. Development of a Customized 3D-Printed Orthosis for Non-surgical Treatment of Olecranon Elbow Fractures. International Congress: Technology and Innovation in Engineering and Computing 2023, Lima, Peru. [Link]
14. Signal Filtering and Peak Analysis of Ballistocardiography for Heartbeat Detection. International Conference on Biomedical and Health Informatics (ICBHI) 2022, Concepción, Chile. First author. [Link]
15. Multiregion Analysis of Shear Wave Speed in Reverberant Shear Wave Elastography: Healthy Foot Case. IEEE EMBS International Student Conference (ISC R9 LATAM), 2021. [Link]

Teaching

• Teaching Assistant — UofR (2025): Design of Medical Devices for Low-Resource Settings.
• Teaching Assistant — PUCP (2022–2023): Digital Signal Processing; Digital Circuits & Systems; Communications Theory; Selected Topics in Electronic Engineering; Random Processes.
• Teaching Assistant — UPCH (2023): Pattern Recognition; Clinical Applications in Signals & Images.

Service

• RCBU Work in Progress Series, Organizer (2025– ): revival and coordination of the monthly ultrasound seminar series at the University of Rochester.
• IEEE UPCH — Vice President (2022) and Marketing Coordinator (2021–2022).

Curriculum Vitae

For complete details on education, publications, teaching, service, and professional experience (Interhealth EIRL; Dräger Perú trainee), see my CV.

Download CV (PDF)