Improving the Quality of Point of Care Diagnostics with Real-Time Machine Learning in Low Literacy LMIC Settings. - Camilo E. Valderrama; Faezeh Marzbanrad; Lisa Stroux; Boris Martinez; Rachel Hall-Clifford; Chengyu Liu 001; Nasim Katebi; Peter Rohloff; Gari D. Clifford (COMPASS, 2018)

A Proxy for Detecting IUGR Based on Gestational Age Estimation in a Guatemalan Rural Population. - Camilo E. Valderrama; Faezeh Marzbanrad; Rachel Hall-Clifford; Peter Rohloff; Gari D. Clifford (Frontiers Artif. Intell., 2020)

A comparison between the Hilbert-Huang and Discrete Wavelet Transforms to recognize emotions from electroencephalographic signals. - Camilo E. Valderrama (EMBC, 2021)

CNN-Based LCD Transcription of Blood Pressure From a Mobile Phone Camera. - Samruddhi S. Kulkarni; Nasim Katebi; Camilo E. Valderrama; Peter Rohloff; Gari D. Clifford (Frontiers Artif. Intell., 2021)

Multimodal Deep Learning Model for Subject-Independent EEG-based Emotion Recognition. - Shyamal Y. Dharia; Camilo E. Valderrama; Sergio G. Camorlinga (CCECE, 2023)

iLEACH: An Improved LEACH Algorithm Using Residual Energy and MDC. - Arun K. Mani; Yaser Al Mtawa; Camilo E. Valderrama (CCECE, 2023)

Evaluating the Benefits of Asymmetry Features for Emotion Recognition. - Camilo E. Valderrama; Fatima Islam Mouri; Sergio G. Camorlinga (CCECE, 2023)

Exploring the Effect of Age and Sex on Subject-Independent EEG-Based Emotion Recognition Methods. - Camilo E. Valderrama; Anshul Sheoran; Qian Liu (CCECE, 2024)

Dataset-Independent EEG Channel Selection for Emotion Recognition. - Shyamal Y. Dharia; Sergio G. Camorlinga; Camilo E. Valderrama; Mahdis Hojjati (EMBC, 2024)

Using Attentive Network Layers for Identifying Relevant EEG channels for Subject-Independent Emotion Recognition Approaches. - Camilo E. Valderrama (EMBC, 2024)

MPSleepNet: Matrix Profile-Guided Transformer for Multi-Channel Sleep Classification. - Huanjing Liu; Camilo E. Valderrama; Xingying Zhang; Qian Liu 015 (SPML, 2024)

Exploring parental factors influencing low birth weight on the 2022 CDC natality dataset. - Sumaiya Sultana Dola; Camilo E. Valderrama (BMC Medical Informatics Decis. Mak., 2024)

Impact of sex differences on subject-independent EEG-based emotion recognition models. - Anshul Sheoran; Camilo E. Valderrama (Comput. Biol. Medicine, 2025)

Hybrid vision transformer framework for efficient and explainable SEM image-based nanomaterial classification. - Manpreet Kaur; Camilo E. Valderrama; Qian Liu 015 (Mach. Learn. Sci. Technol., 2025)