Alfredo Illanes

Evaluation of Commonly Used Algorithms for Thyroid Ultrasound Images Segmentation and Improvement Using Machine Learning Approaches

Prabal Poudel, Alfredo Illanes, Debdoot Sheet et al. · Journal of Healthcare Engineering · 2018 · 61 citations · Full text

Engineering, Machine Learning, Diagnosis +21

Novel clinical device tracking and tissue event characterization using proximally placed audio signal acquisition and processing

Alfredo Illanes, Axel Boese, Iván Maldonado et al. · Scientific Reports · 2018 · 48 citations · Full text

Thyroid Ultrasound Texture Classification Using Autoregressive Features in Conjunction With Machine Learning Approaches

Prabal Poudel, Alfredo Illanes, Elmer Jeto Gomes Ataide et al. · IEEE Access · 2019 · 44 citations · Full text

Thyroid Texture, Medical Ultrasound, Engineering +23

Thyroid Nodule Classification for Physician Decision Support Using Machine Learning-Evaluated Geometric and Morphological Features

Elmer Jeto Gomes Ataide, Ponugoti Nikhila, Alfredo Illanes et al. · Sensors · 2020 · 38 citations · Full text

Engineering, Machine Learning, Thyroid Imaging Reporting +21

Deep Convolution Neural Network for Laryngeal Cancer Classification on Contact Endoscopy-Narrow Band Imaging

Nazila Esmaeili, Esam Sharaf, Elmer Jeto Gomes Ataide et al. · Sensors · 2021 · 35 citations · Full text

Convolutional Neural Network, Engineering, Surgery +18