Andreea Valentina Iacob

Real-time computer-aided diagnosis of focal pancreatic masses from endoscopic ultrasound imaging based on a hybrid convolutional and long short-term memory neural network model

Irina M. Cazacu, Lucian Gheorghe Gruionu, Gabriel Gruionu et al. · PLoS ONE · 2021 · 55 citations · Full text

Engineering, Machine Learning, Intelligent Diagnostics +23

Transfer learning with pre-trained deep convolutional neural networks for the automatic assessment of liver steatosis in ultrasound images

Elena Codruța Gheorghe, Ștefan Udriștoiu, Andreea Valentina Iacob et al. · Medical Ultrasonography · 2020 · 43 citations · Full text

Intelligent Diagnosis of Thyroid Ultrasound Imaging Using an Ensemble of Deep Learning Methods

Corina Maria Vasile, Alice Elena Ghenea, Mihaela Popescu et al. · Medicina · 2021 · 35 citations · Full text

Deep Learning Algorithm for the Confirmation of Mucosal Healing in Crohn’s Disease, Based on Confocal Laser Endomicroscopy Images

Daniela Ştefănescu, Gabriel Gruionu, Lucian Gheorghe Gruionu et al. · Journal of Gastrointestinal and Liver Diseases · 2021 · 26 citations · Full text

Feasibility of a lung airway navigation system using fiber-Bragg shape sensing and artificial intelligence for early diagnosis of lung cancer

Lucian Gheorghe Gruionu, Andreea Valentina Iacob, Cătălin Constantinescu et al. · PLoS ONE · 2022 · 11 citations · Full text