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ORCIDFrancis Jesmar P. Montalbo
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2020 – today
- 2025
[j9]Francis Jesmar P. Montalbo:
TUMbRAIN: A transformer with a unified mobile residual attention inverted network for diagnosing brain tumors from magnetic resonance scans. Neurocomputing 611: 128583 (2025)- 2024
- [j8]Francis Jesmar P. Montalbo:
S3AR U-Net: A separable squeezed similarity attention-gated residual U-Net for glottis segmentation. Biomed. Signal Process. Control. 92: 106047 (2024) - 2023
- [j7]Francis Jesmar P. Montalbo
:
Machine-based mosquito taxonomy with a lightweight network-fused efficient dual ConvNet with residual learning and Knowledge Distillation. Appl. Soft Comput. 133: 109913 (2023) - [c3]Francis Jesmar P. Montalbo, Lovely Rose T. Hernandez, Lanie P. Palad, Ria C. Castillo, Alvin S. Alon, Anton Louise P. De Ocampo:
Performance Analysis of Lightweight Vision Transformers and Deep Convolutional Neural Networks in Detecting Brain Tumors in MRI Scans: An Empirical Approach. ICBSP 2023: 17-25 - 2022
- [j6]Francis Jesmar P. Montalbo:
Diagnosing gastrointestinal diseases from endoscopy images through a multi-fused CNN with auxiliary layers, alpha dropouts, and a fusion residual block. Biomed. Signal Process. Control. 76: 103683 (2022) - [j5]Francis Jesmar P. Montalbo:
Truncating fined-tuned vision-based models to lightweight deployable diagnostic tools for SARS-CoV-2 infected chest X-rays and CT-scans. Multim. Tools Appl. 81(12): 16411-16439 (2022) - [j4]Francis Jesmar P. Montalbo:
Automated diagnosis of diverse coffee leaf images through a stage-wise aggregated triple deep convolutional neural network. Mach. Vis. Appl. 33(1): 19 (2022) - 2021
- [j3]Francis Jesmar P. Montalbo:
Diagnosing Covid-19 chest x-rays with a lightweight truncated DenseNet with partial layer freezing and feature fusion. Biomed. Signal Process. Control. 68: 102583 (2021) - [j2]Francis Jesmar P. Montalbo, Alvin S. Alon:
Empirical Analysis of a Fine-Tuned Deep Convolutional Model in Classifying and Detecting Malaria Parasites from Blood Smears. KSII Trans. Internet Inf. Syst. 15(1): 147-165 (2021) - 2020
- [j1]Francis Jesmar P. Montalbo:
A Computer-Aided Diagnosis of Brain Tumors Using a Fine-Tuned YOLO-based Model with Transfer Learning. KSII Trans. Internet Inf. Syst. 14(12): 4816-4834 (2020)
2010 – 2019
- 2019
- [c2]Francis Jesmar P. Montalbo, Alexander A. Hernandez:
Classification of Fish Species with Augmented Data using Deep Convolutional Neural Network. ICSET 2019: 396-401 - [c1]Francis Jesmar P. Montalbo, Enrique D. Festijo:
Comparative Analysis of Ensemble Learning Methods in Classifying Network Intrusions. ICSET 2019: 431-436
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