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Jason Albia
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Artificial intelligence on COVID-19 pneumonia detection using chest xray images
LR Baltazar, MG Manzanillo, J Gaudillo, ED Viray, M Domingo, B Tiangco, ...
Plos one 16 (10), e0257884, 2021
462021
Machine learning approach to single nucleotide polymorphism-based asthma prediction
J Gaudillo, JJR Rodriguez, A Nazareno, LR Baltazar, J Vilela, ...
PloS one 14 (12), e0225574, 2019
452019
CO-induced Pd segregation and the effect of subsurface Pd on CO adsorption on CuPd surfaces
AAB Padama, RAB Villaos, JR Albia, WA Diño, H Nakanishi, H Kasai
Journal of Physics: Condensed Matter 29 (2), 025005, 2016
182016
Non-Arrhenius temperature dependence of the island density of one-dimensional Al chains on Si (100): A kinetic Monte Carlo study
JR Albia, MA Albao
Journal of Vacuum Science & Technology A 33 (2), 2015
142015
Dynamic scaling of island size distribution in submonolayer one-dimensional growth
JR Albia, MA Albao
Physical Review E 95 (4), 042802, 2017
112017
A machine learning-based SNP-set analysis approach for identifying disease-associated susceptibility loci
PP Silva, JD Gaudillo, JA Vilela, RML Roxas-Villanueva, BJ Tiangco, ...
Scientific Reports, 2022
102022
Electrophoretic fabrication of ZnO/ZnO-CuO composite for ammonia gas sensing
RD Corpuz, JR Albia
Materials Research 17, 851-856, 2014
102014
Adsorption and one-dimensional growth of Al and In chains on Si (100): 2× 1: A Kinetic Monte Carlo approach
JR Albia, MA Albao, HJ Ramos
Adsorption Science & Technology 32 (9), 749-758, 2014
32014
Genetic risk assessment based on association and prediction studies
NC Astrologo, J Gaudillo, J Albia, RM Roxas-Villanueva
Scientific Reports, 2023
22023
Quantifying STM-tip induced directed hopping of Sb2 dimers on Si (001): A kinetic Monte Carlo study
MA Albao, APS Cristobal, JR Albia
Journal of Vacuum Science & Technology A 33 (6), 2015
12015
Detection of Hepatocellular Carcinoma Using Machine Learning: A Case for the Filipino Cohort
J Manzanillo, Mojhune Gabriel and Tripon, Edhel and Junio, Dannah Zemirah ...
Social Science Research Network, 2023
2023
A Baseline Validation Study of the GALAD Model for Diagnosis of Hepatocellular Carcinoma Among Philippine Patients
MJP Dating, MJL Relente, DZG Junio, BJ Tiangco, ES Tripon, JR Albia
2022
Deep learning approach for Cassava Phytoplasma Disease image classification
AJO Caringal, MP Martinez, SJB Manaday, M Martirez, GAS Burgonio, ...
Proceedings of the Samahang Pisika ng Pilipinas 39 (SPP-2021-PB-17 (2021)), 2021
2021
Machine learning approach to the classification of hepatitis B surface antigen seroclearance in hepatitis B virus
NC Astrologo, J Gaudillo, RM Roxas-Villanueva, B Tiangco, J Albia
Proceedings of the Samahang Pisika ng Pilipinas 39 (SPP-2021-2G-03 (2021)), 2021
2021
Artificial intelligence for liver disease detection using ultrasound images
DA Villanueva, LR Baltazar, RM Roxas-Villanueva, B Tiangco, ED Viray, ...
Proceedings of the Samahang Pisika ng Pilipinas 39 (SPP-2021-2G-06 (2021)), 2021
2021
Identification of candidate genomic regions by integrating cluster analysis and genome-wide association studies
P Silva, J Gaudillo, RM Roxas-Villanueva, B Tiangco, J Vilela, M Domingo, ...
Proceedings of the Samahang Pisika ng Pilipinas 39 (SPP-2021-2G-02 (2021)), 2021
2021
Performance of support vector machines in pneumonia detection using chest x-ray images from Filipino cohorts
MS Tia, LRP Baltazar, R Roxas-Villanueva, BJ Tiangco, EDE Viray, ...
Proceedings of the Samahang Pisika ng Pilipinas 39 (SPP-2021-3C-06 (2021), 2021
2021
Machine learning-based automation of COVID-19 screening using clinical dataset
JSC Lanuzo, J Gaudillo, RM Roxas-Villanueva, B Tiangco, J Albia
Proceedings of the Samahang Pisika ng Pilipinas 39, 2021
2021
Cluster analysis of North-West Pacific Basin tropical cyclones genesis points
MG Manzanillo, JD Gaudillo, LRP Baltazar, RM Roxas-Villanueva, ...
Proceedings of the Samahang Pisika ng Pilipinas, 2020
2020
Machine learning for complex disease prediction: A case study for asthma dataset
JD Gaudillo, LRP Baltazar, A Nazareno, J Vilela, JJR Rodriguez, ...
Proceedings of the Samahang Pisika ng Pilipinas, 2020
2020
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