Breast Cancer Classification on Multiparametric MRI – Increased Performance of Boosting Ensemble Methods

Autor: Alexandros Vamvakas MSc, Dimitra Tsivaka MSc, Andreas Logothetis MSc, Katerina Vassiou PhD, Ioannis Tsougos PhD

Publikováno v: Technology in Cancer Research & Treatment, Vol 21 (2022)

Introduction: This study aims to assess the utility of Boosting ensemble classification methods for increasing the diagnostic performance of multiparametric Magnetic Resonance Imaging (mpMRI) radiomic models, in differentiating benign and malignant b

Externí odkaz: https://doaj.org/article/8fcacaaffa784405afefe146e6d1ae12

A facile approach to prepare silica hybrid, spin-crossover water-soluble nanoparticles as potential candidates for thermally responsive MRI agents

Autor: Christina D. Polyzou, Michaela Polaskova, Patroula Gkolfi, Dimitra Tsivaka, Katerina Vassiou, Ioannis Tsougos, Vassilis Tangoulis, Christos T. Chasapis, Ondřej Malina

Publikováno v: Dalton Transactions. 50:13227-13231

A reverse micelle method was used for the synthesis of water-soluble silica hybrid, spin-crossover (SCO) nanoparticles (NPs). MRI experiments provided temperature dependent T2 values, indicating their potential use as smart MRI agents, while lyophili

Externí odkaz: https://explore.openaire.eu/search/publication?articleId=doi_dedup___::4082d81ffb399d55d16f27d0d9649acf
https://doi.org/10.1039/d1dt02479e

Contributors

Autor: Jessica Almqvist, Amir Asadi, Qasim Aziz, Joana Bisol Balardin, Pedro Ballester, Hermes Vieira Barbeiro, Denise Frediani Barbeiro, Soumeya Bekri, Rubens Belfort, Miguel A. Bergero, Adri Bester, Gargi Bhattacharjee, Claudinei Eduardo Biazoli, Lucia Billeci, Graziela Biude da Silva Duarte, Alex B. Blair, Darren Braddick, Rodrigo Brant, Robert A. Britton, Richard A. Burkhart, J.A. Byrne, Joaquim M.S. Cabral, Thiago Cabral, José S. Câmara, Carlos Campillo-Artero, Grover Enrique Castro Guzman, Tina Catela Ivkovic, Juan P. Cayún, Naseem A. Charoo, Y. Chen, Marina Codari, Graciely G. Correa, Mairene Coto-Llerena, Patrice Couzigou, Daniel A. Cozetto, Gemma Currie, L. Dalla-Pozza, Victor N. de Jesus, Zabalo Manrique de Lara, Christian Delles, Iñigo de Miguel Beriain, Juliana de Moura, Cintia S. de Paiva, Rodrigo G. de Souza, Paolo Detti, Romina Díaz, Jesse M. Ehrenfeld, Bluma Linkowski Faintuch, Joel Faintuch, Jacob J. Faintuch, Salomao Faintuch, Telma A. Faraldo Corrêa, Adam D. Farmer, Paulo J.C. Freire, Andre Fujita, Daniel Garrido, Athalye-Jape Gayatri, Nisarg Gohil, Marta Gómez de Cedrón, Dolores Gonzalez Moron, Tetsuya Ishii, Claude J. Pirtle, Abhishek Jain, R.V. Jamieson, Kim Jiramongkolchai, Thomas Kaiser, Maged N. Kamel Boulos, Sri Harsha Kanuri, Marcelo A. Kauffman, Khushal Khambhati, Mansoor A. Khan, Rolf P. Kreutz, Mathew Kuttolamadom, Hitesh Lal, Jose Ronaldo Lima de Carvalho, Milca R.C.R. Lins, José Luis López-Campos, Peter Louis Gehlbach, Blanca Lumbreras, Vinit B. Mahajan, Mauricio Maia, Indra Mani, J. Alfredo Martinez, Pablo F. Martinez, Sheon Mary, Tanmay Mathur, Cláudia C. Miranda, Reza Mirnezami, Charlotte K.Y. Ng, Francesc Palau, Happy Panchasara, Navaneeth K.R. Pandian, Karen Sophia Park, Ives Cavalcante Passos, Maria Pastor-Valero, Francesca Patella, Mohit Kumar Patralekh, Lucas Mohr Patusco, Danielle B. Pedrolli, Jorge A.M. Pereira, Filippo Pesapane, João Vitor Pincelli, Salvatore Piscuoglio, Jose J. Ponce-Lorenzo, Priscilla Porto-Figueira, V.S. Priyadharshini, Peter Natesan Pushparaj, Luis A. Quiñones, Bruna Jardim Quintanilha, Ziyaur Rahman, Ana Ramírez de Molina, Omar Ramos-Lopez, Kenneth S. Ramos, Srikanth Rapole, João Renato Rebello Pinho, Bruna Zavarize Reis, Juan Pablo Rey-Lopez, Nathan V. Ribeiro, Marcelo Macedo Rogero, Marina Roizenblatt, Jaime Roizenblatt, Thiago Henrique Roza, Noah S. Rozich, James K. Ruffle, Patole Sanjay, Fábio P. Saraiva, Francesco Sardanelli, João Ricardo Sato, Aletta E. Schutte, Luke A. Schwerdtfeger, Amirali Selahi, Prakash Chand Sharma, Rao Shripada, Patrick J. Silva, Vijai Singh, Ondrej Slaby, Bruno Araujo Soares, Francisco Garcia Soriano, Kamila Souckova, Patrick N. Squizato, Nickolas Stabellini, Christopher Staley, João Paulo Stanke Scandelari, Matteo B. Suter, D.E. Sylvester, Ravindra Taware, Abdellah Tebani, Luis M. Teran, Luigi M. Terracciano, Taleb Ba Tis, Stuart A. Tobet, Alessandro Tonacci, Miguel Toribio-Mateas, Stephen H. Tsang, Dimitra Tsivaka, Ioannis Tsougos, Alexandros Vamvakas, Maurizio Varanini, Katerina Vassiou, Giampaolo Vatti, Renu Verma, Kalyani Verma, Luiz Otávio Vittorelli, Caterina Volonté, Markus von Flüe, Arsalan Wafi, Bruna Mayumi Wagatuma Bottolo, Qingshan Wei, Peng Zhang, Shengwei Zhang, Zhigang Zhu, Aline Zimerman

Externí odkaz: https://explore.openaire.eu/search/publication?articleId=doi_________::6da447412c784764420e5b7f9683cb3f
https://doi.org/10.1016/b978-0-12-819178-1.01002-9

Diagnostic performance of quantitative diffusion tensor imaging for the differentiation of breast lesions at 3 T MRI

Autor: Dimitra Tsivaka, Ioannis Fezoulidis, Ioannis Tsougos, Katerina Vassiou, Evangelos Athanassiou, Dimitrios L. Arvanitis, Michael Bakosis

Publikováno v: Clinical imaging. 53

Background Conventional breast magnetic resonance imaging (MRI), including dynamic contrast-enhanced MR mammography, may lead to ambiguous diagnosis and unnecessary biopsies. Purpose To investigate the contribution of quantitative diffusion tensor im

Externí odkaz: https://explore.openaire.eu/search/publication?articleId=doi_dedup___::a290beae1f6fe0f5dada08dae5d9caca
https://pubmed.ncbi.nlm.nih.gov/30308430