Segmentation Uncertainty Estimation as a Sanity Check for Image Biomarker Studies

por Zhovannik, Ivan, Bontempi, Dennis, Romita, Alessio, Pfaehler, Elisabeth, Primakov, Sergey, Dekker, Andre, Bussink, Johan, Traverso, Alberto, Monshouwer, René
Publicado 2022

Making Radiomics More Reproducible across Scanner and Imaging Protocol Variations: A Review of Harmonization Methods

por Mali, Shruti Atul, Ibrahim, Abdalla, Woodruff, Henry C., Andrearczyk, Vincent, Müller, Henning, Primakov, Sergey, Salahuddin, Zohaib, Chatterjee, Avishek, Lambin, Philippe
Publicado 2021

CT Reconstruction Kernels and the Effect of Pre- and Post-Processing on the Reproducibility of Handcrafted Radiomic Features

por Refaee, Turkey, Salahuddin, Zohaib, Widaatalla, Yousif, Primakov, Sergey, Woodruff, Henry C., Hustinx, Roland, Mottaghy, Felix M., Ibrahim, Abdalla, Lambin, Philippe
Publicado 2022

Deep learning in fracture detection: a narrative review

por Kalmet, Pishtiwan H S, Sanduleanu, Sebastian, Primakov, Sergey, Wu, Guangyao, Jochems, Arthur, Refaee, Turkey, Ibrahim, Abdalla, Hulst, Luca v., Lambin, Philippe, Poeze, Martijn
Publicado 2020

Deep learning in fracture detection: a narrative review

por Kalmet, Pishtiwan H S, Sanduleanu, Sebastian, Primakov, Sergey, Wu, Guangyao, Jochems, Arthur, Refaee, Turkey, Ibrahim, Abdalla, Hulst, Luca v., Lambin, Philippe, Poeze, Martijn
Publicado 2020

The application of a workflow integrating the variable reproducibility and harmonizability of radiomic features on a phantom dataset

por Ibrahim, Abdalla, Refaee, Turkey, Leijenaar, Ralph T. H., Primakov, Sergey, Hustinx, Roland, Mottaghy, Felix M., Woodruff, Henry C., Maidment, Andrew D. A., Lambin, Philippe
Publicado 2021

Open Source Repository and Online Calculator of Prediction Models for Diagnosis and Prognosis in Oncology

por Halilaj, Iva, Oberije, Cary, Chatterjee, Avishek, van Wijk, Yvonka, Rad, Nastaran Mohammadian, Galganebanduge, Prabash, Lavrova, Elizaveta, Primakov, Sergey, Widaatalla, Yousif, Wind, Anke, Lambin, Philippe
Publicado 2022

Hypoxia PET Imaging with [18F]-HX4—A Promising Next-Generation Tracer

por Sanduleanu, Sebastian, van der Wiel, Alexander M.A., Lieverse, Relinde I.Y., Marcus, Damiënne, Ibrahim, Abdalla, Primakov, Sergey, Wu, Guangyao, Theys, Jan, Yaromina, Ala, Dubois, Ludwig J., Lambin, Philippe
Publicado 2020

Test–Retest Data for the Assessment of Breast MRI Radiomic Feature Repeatability

por Granzier, R.W.Y., Ibrahim, A., Primakov, S., Keek, S.A., Halilaj, I., Zwanenburg, A., Engelen, S.M.E., Lobbes, M.B.I., Lambin, P., Woodruff, H.C., Smidt, M.L.
Publicado 2021

The Effects of In-Plane Spatial Resolution on CT-Based Radiomic Features’ Stability with and without ComBat Harmonization

por Ibrahim, Abdalla, Refaee, Turkey, Primakov, Sergey, Barufaldi, Bruno, Acciavatti, Raymond J., Granzier, Renée W. Y., Hustinx, Roland, Mottaghy, Felix M., Woodruff, Henry C., Wildberger, Joachim E., Lambin, Philippe, Maidment, Andrew D. A.
Publicado 2021

Reply to Orlhac, F.; Buvat, I. Comment on “Ibrahim et al. The Effects of In-Plane Spatial Resolution on CT-Based Radiomic Features’ Stability with and without ComBat Harmonization....

por Ibrahim, Abdalla, Refaee, Turkey, Primakov, Sergey, Barufaldi, Bruno, Acciavatti, Raymond J., Granzier, Renée W. Y., Hustinx, Roland, Mottaghy, Felix M., Woodruff, Henry C., Wildberger, Joachim E., Lambin, Philippe, Maidment, Andrew D. A.
Publicado 2021

Reproducibility of CT-Based Hepatocellular Carcinoma Radiomic Features across Different Contrast Imaging Phases: A Proof of Concept on SORAMIC Trial Data

por Ibrahim, Abdalla, Widaatalla, Yousif, Refaee, Turkey, Primakov, Sergey, Miclea, Razvan L., Öcal, Osman, Fabritius, Matthias P., Ingrisch, Michael, Ricke, Jens, Hustinx, Roland, Mottaghy, Felix M., Woodruff, Henry C., Seidensticker, Max, Lambin, Philippe
Publicado 2021

Predicting Adverse Radiation Effects in Brain Tumors After Stereotactic Radiotherapy With Deep Learning and Handcrafted Radiomics

por Keek, Simon A., Beuque, Manon, Primakov, Sergey, Woodruff, Henry C., Chatterjee, Avishek, van Timmeren, Janita E., Vallières, Martin, Hendriks, Lizza E. L., Kraft, Johannes, Andratschke, Nicolaus, Braunstein, Steve E., Morin, Olivier, Lambin, Philippe
Publicado 2022

Dedicated Axillary MRI-Based Radiomics Analysis for the Prediction of Axillary Lymph Node Metastasis in Breast Cancer

por Samiei, Sanaz, Granzier, Renée W. Y., Ibrahim, Abdalla, Primakov, Sergey, Lobbes, Marc B. I., Beets-Tan, Regina G. H., van Nijnatten, Thiemo J. A., Engelen, Sanne M. E., Woodruff, Henry C., Smidt, Marjolein L.
Publicado 2021

MRI-Based Radiomics Analysis for the Pretreatment Prediction of Pathologic Complete Tumor Response to Neoadjuvant Systemic Therapy in Breast Cancer Patients: A Multicenter Study

por Granzier, Renée W. Y., Ibrahim, Abdalla, Primakov, Sergey P., Samiei, Sanaz, van Nijnatten, Thiemo J. A., de Boer, Maaike, Heuts, Esther M., Hulsmans, Frans-Jan, Chatterjee, Avishek, Lambin, Philippe, Lobbes, Marc B. I., Woodruff, Henry C., Smidt, Marjolein L.
Publicado 2021

What are the prospects for using complexes of copper(ii) and zinc(ii) to suppress the vital activity of Mycolicibacterium smegmatis?

por Lutsenko, Irina A., Baravikov, Dmitry E., Koshenskova, Kseniya A., Kiskin, Mikhail A., Nelyubina, Yulia V., Primakov, Petr V., Voronina, Yulia K., Garaeva, Veronika V., Aleshin, Dmytry A., Aliev, Teimur M., Danilenko, Valery N., Bekker, Olga B., Eremenko, Igor L.
Publicado 2022

New Titanium(IV)-Alkoxide Complexes Bearing Bidentate OO Ligand with the Camphyl Linker as Catalysts for High-Temperature Ethylene Polymerization and Ethylene/1-Octene Copolymeriza...

por Tuskaev, Vladislav A., Gagieva, Svetlana Ch., Kurmaev, Dmitrii A., Nelyubina, Yulia V., Primakov, Petr V., Evseeva, Maria D., Golubev, Evgenii K., Buzin, Mikhail I., Nikiforova, Galina G., Dzhevakov, Pavel B., Privalov, Viktor I., Magomedov, Kasim F., Bulychev, Boris M.
Publicado 2022

Deep learning based identification of bone scintigraphies containing metastatic bone disease foci

por Ibrahim, Abdalla, Vaidyanathan, Akshayaa, Primakov, Sergey, Belmans, Flore, Bottari, Fabio, Refaee, Turkey, Lovinfosse, Pierre, Jadoul, Alexandre, Derwael, Celine, Hertel, Fabian, Woodruff, Henry C., Zacho, Helle D., Walsh, Sean, Vos, Wim, Occhipinti, Mariaelena, Hanin, François-Xavier, Lambin, Philippe, Mottaghy, Felix M., Hustinx, Roland
Publicado 2023

Deep learning for the fully automated segmentation of the inner ear on MRI

por Vaidyanathan, Akshayaa, van der Lubbe, Marly F. J. A., Leijenaar, Ralph T. H., van Hoof, Marc, Zerka, Fadila, Miraglio, Benjamin, Primakov, Sergey, Postma, Alida A., Bruintjes, Tjasse D., Bilderbeek, Monique A. L., Sebastiaan, Hammer, Dammeijer, Patrick F. M., van Rompaey, Vincent, Woodruff, Henry C., Vos, Wim, Walsh, Seán, van de Berg, Raymond, Lambin, Philippe
Publicado 2021

A Prospectively Validated Prognostic Model for Patients with Locally Advanced Squamous Cell Carcinoma of the Head and Neck Based on Radiomics of Computed Tomography Images

por Keek, Simon A., Wesseling, Frederik W. R., Woodruff, Henry C., van Timmeren, Janita E., Nauta, Irene H., Hoffmann, Thomas K., Cavalieri, Stefano, Calareso, Giuseppina, Primakov, Sergey, Leijenaar, Ralph T. H., Licitra, Lisa, Ravanelli, Marco, Scheckenbach, Kathrin, Poli, Tito, Lanfranco, Davide, Vergeer, Marije R., Leemans, C. René, Brakenhoff, Ruud H., Hoebers, Frank J. P., Lambin, Philippe
Publicado 2021