Daniel Sierra Sosa
Principal Investigator
Catholic University of America
I'm working on
9 months ago
Quantum Computing and Machine Learning Advocat
About
I am an Assistant Professor and Researcher at CUA. I have led projects and mentored graduate and undergraduate students. I am a Qiskit Advocate and certified instructor in quantum computing, data science, and artificial intelligence.
A Teleportation Protocol Variant for Single-QPU Benchmarking
IEEE Access
•2025
Quantifying Atmospheric Turbulence Intensity with Deep Learning in the Space-Time Domain
SSRN Electronic Journal
•2024
Hybrid Classical–Quantum Transfer Learning for Cardiomegaly Detection in Chest X-rays
Journal of Imaging
•2023
Hybrid classical–quantum transfer learning for cardiomegaly detection in chest x-rays
Journal of imaging
•2023
Using quantum computing to solve the maximal covering location problem
Computational Urban Science
•2022
Euler-Rodrigues Parameters: A Quantum Circuit to Calculate Rigid-Body Rotations
arXiv (Cornell University)
•2022
A topic modeling framework for spatio-temporal information management
Information processing & management 57 (6), 102340, 2020
BINER: A low-cost biomedical named entity recognition
Information Sciences 602, 184-200, 2022
IoT in smart cities: A survey of technologies, practices and challenges
Smart Cities 4 (2), 429-475, 2021
A hierarchical approach to activity recognition and fall detection using wavelets and adaptive pooling
Sensors 21 (19), 6653, 2021
Detection of volatile compounds emitted by bacteria in wounds using gas sensors
Sensors 19 (7), 1523, 2019
Efficient use of mobile devices for quantification of pressure injury images
Technology and Health Care 26 (S1), 269-280, 2018
Dementia prediction applying variational quantum classifier
arXiv preprint arXiv:2007.08653, 2020
Deep learning techniques for speech emotion recognition, from databases to models
Sensors 21 (4), 1249, 2021
Kudo’s classification for colon polyps assessment using a deep learning approach
Applied Sciences 10 (2), 501, 2020
Tissue classification and segmentation of pressure injuries using convolutional neural networks
Computer methods and programs in biomedicine 159, 51-58, 2018
Variational quantum classifier for binary classification: Real vs synthetic dataset
IEEE access 10, 3705-3715, 2021
Quantum machine learning applications in the biomedical domain: A systematic review
Ieee Access 10, 80463-80484, 2022
Scalable healthcare assessment for diabetic patients using deep learning on multiple GPUs
IEEE transactions on industrial informatics 15 (10), 5682-5689, 2019
Automatized colon polyp segmentation via contour region analysis
Computers in biology and medicine 100, 152-164, 2018
Malicious text identification: deep learning from public comments and emails
Information 11 (6), 312, 2020
Tensorflow quantum: Impacts of quantum state preparation on quantum machine learning performance
IEEE Access 8, 215246-215255, 2020
Trends on health in social media: analysis using twitter topic modeling
2018 IEEE international symposium on signal processing and information …, 2018
Automatic colon polyp detection using Convolutional encoder-decoder model
2017 IEEE international symposium on signal processing and information …, 2017
Pressure ulcer image segmentation technique through synthetic frequencies generation and contrast variation using toroidal geometry
Biomedical engineering online 16, 1-19, 2017
Harnessing Quantum Machine Learning for Real-world Datasets
Hood College
•$7,000
•2022
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Daniel Sierra Sosa
Principal Investigator
Catholic University of AmericaWork experience
Top industry applications
Open to opportunities in
Artificial IntelligenceData ScienceMachine LearningQuantum Computing
Last updated Feb 2026
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