Camilo E. Valderrama

19 papers C 1Journal 10Unranked 8
YearRankTypeTitle / Venue / Authors
2026 J jnl
Dual-Transformer Cross-Attention Framework for Alzheimer's disease detection via dPTE-Guided EEG channel selection and multi-modal integration.
Biomed. Signal Process. Control.
Shyamal Y. Dharia, Qian Liu, Stephen D. Smith, Camilo E. Valderrama
2026 J jnl
EEG-based prediction of driving performance using spectrograms and vision transformers.
Array
Johan Castro, Qian Liu, Camilo E. Valderrama
2026 J jnl
Local-Global Feature Fusion for Subject-Independent EEG Emotion Recognition.
CoRR
Zheng Zhou, Isabella McEvoy, Camilo E. Valderrama
2025 J jnl
Bipartite Graph Adversarial Network for Subject-Independent Emotion Recognition.
IEEE J. Biomed. Health Informatics
Marzieh Niaki, Shyamal Y. Dharia, Yangjun Chen, Camilo E. Valderrama
2025 J jnl
Fractal Dimension of Resting-State EEG as a Biomarker for Autonomous Sensory Meridian Response (ASMR).
IEEE J. Biomed. Health Informatics
Shyamal Y. Dharia, Camilo E. Valderrama, Qian Liu, Beverley Katherine Fredborg, Amy S. Desroches, Stephen D. Smith
2025 J jnl
Hybrid vision transformer framework for efficient and explainable SEM image-based nanomaterial classification.
Mach. Learn. Sci. Technol.
Manpreet Kaur, Camilo E. Valderrama, Qian Liu
2025 J jnl
Impact of sex differences on subject-independent EEG-based emotion recognition models.
Comput. Biol. Medicine
Anshul Sheoran, Camilo E. Valderrama
2024 — conf
Dataset-Independent EEG Channel Selection for Emotion Recognition.
EMBC
Shyamal Y. Dharia, Sergio G. Camorlinga, Camilo E. Valderrama, Mahdis Hojjati
2024 J jnl
Exploring parental factors influencing low birth weight on the 2022 CDC natality dataset.
BMC Medical Informatics Decis. Mak.
Sumaiya Sultana Dola, Camilo E. Valderrama
2024 — conf
Exploring the Effect of Age and Sex on Subject-Independent EEG-Based Emotion Recognition Methods.
CCECE
Camilo E. Valderrama, Anshul Sheoran, Qian Liu
2024 — conf
MPSleepNet: Matrix Profile-Guided Transformer for Multi-Channel Sleep Classification.
SPML
Huanjing Liu, Camilo E. Valderrama, Xingying Zhang, Qian Liu
2024 — conf
Using Attentive Network Layers for Identifying Relevant EEG channels for Subject-Independent Emotion Recognition Approaches.
EMBC
Camilo E. Valderrama
2023 — conf
Evaluating the Benefits of Asymmetry Features for Emotion Recognition.
CCECE
Camilo E. Valderrama, Fatima Islam Mouri, Sergio G. Camorlinga
2023 — conf
Multimodal Deep Learning Model for Subject-Independent EEG-based Emotion Recognition.
CCECE
Shyamal Y. Dharia, Camilo E. Valderrama, Sergio G. Camorlinga
2023 — conf
iLEACH: An Improved LEACH Algorithm Using Residual Energy and MDC.
CCECE
Arun K. Mani, Yaser Al Mtawa, Camilo E. Valderrama
2021 — conf
A comparison between the Hilbert-Huang and Discrete Wavelet Transforms to recognize emotions from electroencephalographic signals.
EMBC
Camilo E. Valderrama
2021 J jnl
CNN-Based LCD Transcription of Blood Pressure From a Mobile Phone Camera.
Frontiers Artif. Intell.
Samruddhi S. Kulkarni, Nasim Katebi, Camilo E. Valderrama, Peter Rohloff, Gari D. Clifford
2020 J jnl
A Proxy for Detecting IUGR Based on Gestational Age Estimation in a Guatemalan Rural Population.
Frontiers Artif. Intell.
Camilo E. Valderrama, Faezeh Marzbanrad, Rachel Hall-Clifford, Peter Rohloff, Gari D. Clifford
2018 C conf
Improving the Quality of Point of Care Diagnostics with Real-Time Machine Learning in Low Literacy LMIC Settings.
COMPASS
Camilo E. Valderrama, Faezeh Marzbanrad, Lisa Stroux, Boris Martinez, Rachel Hall-Clifford, Chengyu Liu, Nasim Katebi, Peter Rohloff, Gari D. Clifford