Publications by authors named "Simona Moldovanu"

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Hybrid Deep Learning Models for Analyzing Histological Images of the Zebrafish Intestine Under Oxidative Stress.
Cristian Dan Pavel, Simona Moldovanu, Irina Andreea Pavel, Oana-Maria Dragostin, Carmen Lidia Chițescu

Diagnostics (Basel)· November 2025

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New hybrid features extracted from US images for breast cancer classification.
Gigi Tăbăcaru, Simona Moldovanu, Dan Munteanu, Marian Barbu

Sci Rep· July 2025

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Auto Machine Learning and Convolutional Neural Network in Diabetes Mellitus Research-The Role of Histopathological Images in Designing and Exploring Experimental Models.
Iulian Tătaru, Simona Moldovanu, Oana-Maria Dragostin, Carmen Lidia Chiţescu, Alexandra-Simona Zamfir

Biomedicines· June 2025

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Breast Lesion Detection Using Weakly Dependent Customized Features and Machine Learning Models with Explainable Artificial Intelligence.
Simona Moldovanu, Dan Munteanu, Keka C Biswas, Luminita Moraru

J Imaging· April 2025

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Role of inter- and extra-lesion tissue, transfer learning, and fine-tuning in the robust classification of breast lesions.
Iulia-Nela Anghelache Nastase, Simona Moldovanu, Keka C Biswas, Luminita Moraru

Sci Rep· October 2024

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Convolutional Neural Network-Machine Learning Model: Hybrid Model for Meningioma Tumour and Healthy Brain Classification.
Simona Moldovanu, Gigi Tăbăcaru, Marian Barbu

J Imaging· September 2024

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A Robust Machine Learning Model for Diabetic Retinopathy Classification.
Gigi Tăbăcaru, Simona Moldovanu, Elena Răducan, Marian Barbu

J Imaging· December 2023

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Enhanced detonators detection in X-ray baggage inspection by image manipulation and deep convolutional neural networks.
Lynda Oulhissane, Mostefa Merah, Simona Moldovanu, Luminita Moraru

Sci Rep· August 2023

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Refining skin lesions classification performance using geometric features of superpixels.
Simona Moldovanu, Mihaela Miron, Cristinel-Gabriel Rusu, Keka C Biswas, Luminita Moraru

Sci Rep· July 2023

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Assessing and forecasting water quality in the Danube River by using neural network approaches.
Puiu-Lucian Georgescu, Simona Moldovanu, Catalina Iticescu, Madalina Calmuc, Valentina Calmuc

Sci Total Environ· June 2023

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Quiescent optical solitons with complex Ginzburg-Landau equation having a dozen forms of self-phase modulation.
Ahmed H Arnous, Anjan Biswas, Yakup Yıldırım, Luminita Moraru, Simona Moldovanu

Heliyon· May 2023

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Dispersive optical solitons and conservation laws of Radhakrishnan-Kundu-Lakshmanan equation with dual-power law nonlinearity.
Ahmed H Arnous, Anjan Biswas, Abdul H Kara, Yakup Yıldırım, Luminita Moraru, Simona Moldovanu

Heliyon· March 2023

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A New Approach in Detectability of Microcalcifications in the Placenta during Pregnancy Using Textural Features and K-Nearest Neighbors Algorithm.
Mihaela Miron, Simona Moldovanu, Bogdan Ioan Ștefănescu, Mihai Culea, Sorin Marius Pavel

J Imaging· March 2022

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Skin Lesion Classification Based on Surface Fractal Dimensions and Statistical Color Cluster Features Using an Ensemble of Machine Learning Techniques.
Simona Moldovanu, Felicia Anisoara Damian Michis, Keka C Biswas, Anisia Culea-Florescu, Luminita Moraru

Cancers (Basel)· October 2021

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Towards Accurate Diagnosis of Skin Lesions Using Feedforward Back Propagation Neural Networks.
Simona Moldovanu, Cristian-Dragos Obreja, Keka C Biswas, Luminita Moraru

Diagnostics (Basel)· May 2021

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Combining Sparse and Dense Features to Improve Multi-Modal Registration for Brain DTI Images.
Simona Moldovanu, Lenuta Pană Toporaș, Anjan Biswas, Luminita Moraru

Entropy (Basel)· November 2020

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Gaussian mixture model for texture characterization with application to brain DTI images.
Luminita Moraru, Simona Moldovanu, Lucian Traian Dimitrievici, Nilanjan Dey, Amira S Ashour

J Adv Res· March 2019

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Texture analysis of parasitological liver fibrosis images.
Luminiţa Moraru, Simona Moldovanu, Anisia-Luiza Culea-Florescu, Dorin Bibicu, Amira S Ashour

Microsc Res Tech· August 2017

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Robust Skull-Stripping Segmentation Based on Irrational Mask for Magnetic Resonance Brain Images.
Simona Moldovanu, Luminița Moraru, Anjan Biswas

J Digit Imaging· December 2015

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Optimization of breast lesion segmentation in texture feature space approach.
Luminita Moraru, Simona Moldovanu, Anjan Biswas

Med Eng Phys· January 2014

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Comparative study on the performance of textural image features for active contour segmentation.
Luminita Moraru, Simona Moldovanu

Sci China Life Sci· July 2012

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