Radiomics: from qualitative to quantitative imaging von Rogers, William, Seetha, Sithin Thulasi, Refaee, Turkey A. G., Lieverse, Relinde I. Y., Granzier, Renee W. Y., Ibrahim, Abdalla, Keek, Simon A., Sanduleanu, Sebastian, Primakov, Sergey P., Beuque, Manon P. L., Marcus, Damienne, van der Wiel, Alexander M. A., Zerka, Fadila, Oberije, Cary J. G., van Timmeren, Janita E., Woodruff, Henry C., Lambin, Philippe

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Automated detection and segmentation of non-small cell lung cancer computed tomography images von Primakov, Sergey P., Ibrahim, Abdalla, van Timmeren, Janita E., Wu, Guangyao, Keek, Simon A., Beuque, Manon, Granzier, Renée W. Y., Lavrova, Elizaveta, Scrivener, Madeleine, Sanduleanu, Sebastian, Kayan, Esma, Halilaj, Iva, Lenaers, Anouk, Wu, Jianlin, Monshouwer, René, Geets, Xavier, Gietema, Hester A., Hendriks, Lizza E. L., Morin, Olivier, Jochems, Arthur, Woodruff, Henry C., Lambin, Philippe

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Deep learning in fracture detection: a narrative review von Kalmet, Pishtiwan H S, Sanduleanu, Sebastian, Primakov, Sergey, Wu, Guangyao, Jochems, Arthur, Refaee, Turkey, Ibrahim, Abdalla, Hulst, Luca v., Lambin, Philippe, Poeze, Martijn

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

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Making Radiomics More Reproducible across Scanner and Imaging Protocol Variations: A Review of Harmonization Methods von Mali, Shruti Atul, Ibrahim, Abdalla, Woodruff, Henry C., Andrearczyk, Vincent, Mueller, Henning, Primakov, Sergey, Salahuddin, Zohaib, Chatterjee, Avishek, Lambin, Philippe

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The application of a workflow integrating the variable reproducibility and harmonizability of radiomic features on a phantom dataset von Ibrahim, Abdalla, Refaee, Turkey, Leijenaar, Ralph T. H., Primakov, Sergey, Hustinx, Roland, Mottaghy, Felix M., Woodruff, Henry C., Maidment, Andrew D. A., Lambin, Philippe

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Can predicting COVID-19 mortality in a European cohort using only demographic and comorbidity data surpass age-based prediction: An externally validated study von Chatterjee, Avishek, Wu, Guangyao, Primakov, Sergey, Oberije, Cary, Woodruff, Henry, Kubben, Pieter, Henry, Ronald, Aries, Marcel J. H., Beudel, Martijn, Noordzij, Peter G., Dormans, Tom, van den Oever, Niels C. Gritters, van den Bergh, Joop P., Wyers, Caroline E., Simsek, Suat, Douma, Renee, Reidinga, Auke C., de Kruif, Martijn D., Guiot, Julien, Frix, Anne-Noelle, Louis, Renaud, Moutschen, Michel, Lovinfosse, Pierre, Lambin, Philippe

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

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Prognostic and Predictive Value of Integrated Qualitative and Quantitative Magnetic Resonance Imaging Analysis in Glioblastoma von Verduin, Maikel, Primakov, Sergey, Compter, Inge, Woodruff, Henry C., van Kuijk, Sander M. J., Ramaekers, Bram L. T., te Dorsthorst, Maarten, Revenich, Elles G. M., ter Laan, Mark, Pegge, Sjoert A. H., Meijer, Frederick J. A., Beckervordersandforth, Jan, Speel, Ernst Jan, Kusters, Benno, de Leng, Wendy W. J., Anten, Monique M., Broen, Martijn P. G., Ackermans, Linda, Schijns, Olaf E. M. G., Teernstra, Onno, Hovinga, Koos, Vooijs, Marc A., Tjan-Heijnen, Vivianne C. G., Eekers, Danielle B. P., Postma, Alida A., Lambin, Philippe, Hoeben, Ann

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Deep learning in fracture detection: a narrative review von Kalmet, Pishtiwan H S, Sanduleanu, Sebastian, Primakov, Sergey, Wu, Guangyao, Jochems, Arthur, Refaee, Turkey, Ibrahim, Abdalla, Hulst, Luca v., Lambin, Philippe, Poeze, Martijn

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

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Dedicated Axillary MRI-Based Radiomics Analysis for the Prediction of Axillary Lymph Node Metastasis in Breast Cancer von Samiei, Sanaz, Granzier, Renee W. Y., Ibrahim, Abdalla, Primakov, Sergey, Lobbes, Marc B., Beets-Tan, Regina G. H., van Nijnatten, Thiemo J. A., Engelen, Sanne M. E., Woodruff, Henry C., Smidt, Marjolein L.

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

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Open Source Repository and Online Calculator of Prediction Models for Diagnosis and Prognosis in Oncology von Halilaj, Iva, Oberije, Cary, Chatterjee, Avishek, van Wijk, Yvonka, Rad, Nastaran Mohammadian, Galganebanduge, Prabash, Lavrova, Elizaveta, Primakov, Sergey, Widaatalla, Yousif, Wind, Anke, Lambin, Philippe

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Combining Deep Learning and Handcrafted Radiomics for Classification of Suspicious Lesions on Contrast-enhanced Mammograms von Beuque, Manon P L, Lobbes, Marc B I, van Wijk, Yvonka, Widaatalla, Yousif, Primakov, Sergey, Majer, Michael, Balleyguier, Corinne, Woodruff, Henry C, Lambin, Philippe

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Beyond automatic medical image segmentation—the spectrum between fully manual and fully automatic delineation von Trimpl, Michael J, Primakov, Sergey, Lambin, Philippe, Stride, Eleanor P J, Vallis, Katherine A, Gooding, Mark J

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Radiomics Analysis for Clinical Decision Support in Nuclear Medicine von Ibrahim, Abdalla, Vallières, Martin, Woodruff, Henry, Primakov, Sergey, Beheshti, Mohsen, Keek, Simon, Refaee, Turkey, Sanduleanu, Sebastian, Walsh, Sean, Morin, Olivier, Lambin, Philippe, Hustinx, Roland, Mottaghy, Felix M.

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Precision-medicine-toolbox: An open-source python package for the quantitative medical image analysis von Lavrova, Elizaveta, Primakov, Sergey, Salahuddin, Zohaib, Beuque, Manon, Verstappen, Damon, Woodruff, Henry C., Lambin, Philippe

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The Effects of In-Plane Spatial Resolution on CT-Based Radiomic Features' Stability with and without ComBat Harmonization von Ibrahim, Abdalla, Refaee, Turkey, Primakov, Sergey, Barufaldi, Bruno, Acciavatti, Raymond J., Granzier, Renee W. Y., Hustinx, Roland, Mottaghy, Felix M., Woodruff, Henry C., Wildberger, Joachim E., Lambin, Philippe, Maidment, Andrew D. A.

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Segmentation Uncertainty Estimation as a Sanity Check for Image Biomarker Studies von Zhovannik, Ivan, Bontempi, Dennis, Romita, Alessio, Pfaehler, Elisabeth, Primakov, Sergey, Dekker, Andre, Bussink, Johan, Traverso, Alberto, Monshouwer, René

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