Sebastián A. Cruz Romero

Sebastián A. Cruz Romero

Founder & CEO of Capicú Technologies. Another ML Nerd

Publications

You can also find my articles on my Google Scholar profile.

Journal Articles

First page of A Remote Smart Health Framework for Anemia Risk Stratification via Edge Medical Vision Systems

A Remote Smart Health Framework for Anemia Risk Stratification via Edge Medical Vision Systems

Published in Applied Sciences, 2026

S.A. Cruz Romero, M.J. Mercado Hernández, S.Y. Ali Rivera, J.A. Santiago Fernández, W.E. Lugo Beauchamp*

Recommended citation: S.A. Cruz Romero, M.J. Mercado Hernández, S.Y. Ali Rivera, J.A. Santiago Fernández, W.E. Lugo Beauchamp* (2026). "A Remote Smart Health Framework for Anemia Risk Stratification via Edge Medical Vision Systems." Applied Sciences. doi:10.3390/app16104924
First page of Synthesis, Characterization, and Photocatalytic Activity of ZnS and Mn-doped ZnS Nanostructures

Synthesis, Characterization, and Photocatalytic Activity of ZnS and Mn-doped ZnS Nanostructures

Published in MRS Advances, 2021

J. Luciano Velázquez, Y. Xin, Y. Su, C.I. Quiles Vélez, S.A. Cruz Romero, G.E. Torres Mejías, J. Rivera De Jesús, and S.J. Bailón-Ruiz*

Recommended citation: J. Luciano Velázquez, Y. Xin, Y. Su, C.I. Quiles Vélez, S.A. Cruz Romero, G.E. Torres Mejías, J. Rivera De Jesús, and S.J. Bailón-Ruiz* (2021). "Synthesis, Characterization, and Photocatalytic Activity of ZnS and Mn-doped ZnS Nanostructures." MRS Advances, 6, 252-258. doi:10.1557/s43580-021-00035-y

Conference Proceedings

First page of Retention-Constrained Post-Training Quantization of Cellpose-SAM for Stem Cell Microscopy

Retention-Constrained Post-Training Quantization of Cellpose-SAM for Stem Cell Microscopy

Published in LatinX in AI Workshop at the 40th Conference on Neural Information Processing Systems (NeurIPS 2026), 2026

S.A. Cruz Romero

Recommended citation: S.A. Cruz Romero (2026). "Retention-Constrained Post-Training Quantization of Cellpose-SAM for Stem Cell Microscopy." LatinX in AI Workshop at the 40th Conference on Neural Information Processing Systems (NeurIPS 2026).
First page of Proxy Metrics can Hide Downstream Collapse: A Case Study on Compressed Cellular Segmentation

Proxy Metrics can Hide Downstream Collapse: A Case Study on Compressed Cellular Segmentation

Published in I Can’t Believe It’s Not Better: Biology Workshop at the 40th Conference on Neural Information Processing Systems (NeurIPS 2026), 2026

S.A. Cruz Romero

Recommended citation: S.A. Cruz Romero (2026). "Proxy Metrics can Hide Downstream Collapse: A Case Study on Compressed Cellular Segmentation." I Can’t Believe It’s Not Better: Biology Workshop at the 40th Conference on Neural Information Processing Systems (NeurIPS 2026).
First page of Tracking Scientific Information Loss in LLM-Assisted Biomanufacturing Process Development

Tracking Scientific Information Loss in LLM-Assisted Biomanufacturing Process Development

Published in New In ML Workshop at the 40th Conference on Neural Information Processing Systems (NeurIPS 2026), 2026

S.A. Cruz Romero

Recommended citation: S.A. Cruz Romero (2026). "Tracking Scientific Information Loss in LLM-Assisted Biomanufacturing Process Development." New In ML Workshop at the 40th Conference on Neural Information Processing Systems (NeurIPS 2026).
First page of LSTM Model for Sepsis Detection and Classification Using PPG Signals

LSTM Model for Sepsis Detection and Classification Using PPG Signals

Published in Lecture Notes in Networks and Systems, 2024

M. Alvarez Navarro*, L. Huallparimachi Saire, S.A. Cruz Romero, H. Sierra Gil

Recommended citation: M. Alvarez Navarro*, L. Huallparimachi Saire, S.A. Cruz Romero, H. Sierra Gil (2024). "LSTM Model for Sepsis Detection and Classification Using PPG Signals." Lecture Notes in Networks and Systems, 3-16. doi:10.1007/978-3-031-67447-1_1

Preprints

INT8 Quantization Makes ARM Edge Inference Dispatch-Invariant

Published in Journal of Edge Computing (under review), 2026

S.A. Cruz Romero, S.E. Maldonado Guerra

Recommended citation: S.A. Cruz Romero, S.E. Maldonado Guerra (2026). "INT8 Quantization Makes ARM Edge Inference Dispatch-Invariant." Journal of Edge Computing. Under review.