Classification of Clinically Significant Prostate Cancer on Multi-Parametric MRI: A Validation Study Comparing Deep Learning and Radiomics

por Castillo T., Jose M., Arif, Muhammad, Starmans, Martijn P. A., Niessen, Wiro J., Bangma, Chris H., Schoots, Ivo G., Veenland, Jifke F.
Publicado 2021

A Multi-Center, Multi-Vendor Study to Evaluate the Generalizability of a Radiomics Model for Classifying Prostate cancer: High Grade vs. Low Grade

por Castillo T., Jose M., Starmans, Martijn P. A., Arif, Muhammad, Niessen, Wiro J., Klein, Stefan, Bangma, Chris H., Schoots, Ivo G., Veenland, Jifke F.
Publicado 2021

Multicenter CT phantoms public dataset for radiomics reproducibility tests

por Kalendralis, Petros, Traverso, Alberto, Shi, Zhenwei, Zhovannik, Ivan, Monshouwer, René, Starmans, Martijn P. A., Klein, Stefan, Pfaehler, Elisabeth, Boellaard, Ronald, Dekker, Andre, Wee, Leonard
Publicado 2019

The BRAF P.V600E Mutation Status of Melanoma Lung Metastases Cannot Be Discriminated on Computed Tomography by LIDC Criteria nor Radiomics Using Machine Learning

por Angus, Lindsay, Starmans, Martijn P. A., Rajicic, Ana, Odink, Arlette E., Jalving, Mathilde, Niessen, Wiro J., Visser, Jacob J., Sleijfer, Stefan, Klein, Stefan, van der Veldt, Astrid A. M.
Publicado 2021

FAIR‐compliant clinical, radiomics and DICOM metadata of RIDER, interobserver, Lung1 and head‐Neck1 TCIA collections

por Kalendralis, Petros, Shi, Zhenwei, Traverso, Alberto, Choudhury, Ananya, Sloep, Matthijs, Zhovannik, Ivan, Starmans, Martijn P.A., Grittner, Detlef, Feltens, Peter, Monshouwer, Rene, Klein, Stefan, Fijten, Rianne, Aerts, Hugo, Dekker, Andre, van Soest, Johan, Wee, Leonard
Publicado 2020

Distinguishing pure histopathological growth patterns of colorectal liver metastases on CT using deep learning and radiomics: a pilot study

por Starmans, Martijn P. A., Buisman, Florian E., Renckens, Michel, Willemssen, François E. J. A., van der Voort, Sebastian R., Groot Koerkamp, Bas, Grünhagen, Dirk J., Niessen, Wiro J., Vermeulen, Peter B., Verhoef, Cornelis, Visser, Jacob J., Klein, Stefan
Publicado 2021

Differential Diagnosis and Molecular Stratification of Gastrointestinal Stromal Tumors on CT Images Using a Radiomics Approach

por Starmans, Martijn P. A., Timbergen, Milea J. M., Vos, Melissa, Renckens, Michel, Grünhagen, Dirk J., van Leenders, Geert J. L. H., Dwarkasing, Roy S., Willemssen, François E. J. A., Niessen, Wiro J., Verhoef, Cornelis, Sleijfer, Stefan, Visser, Jacob J., Klein, Stefan
Publicado 2022

Data infrastructures for AI in medical imaging: a report on the experiences of five EU projects

por Kondylakis, Haridimos, Kalokyri, Varvara, Sfakianakis, Stelios, Marias, Kostas, Tsiknakis, Manolis, Jimenez-Pastor, Ana, Camacho-Ramos, Eduardo, Blanquer, Ignacio, Segrelles, J. Damian, López-Huguet, Sergio, Barelle, Caroline, Kogut-Czarkowska, Magdalena, Tsakou, Gianna, Siopis, Nikolaos, Sakellariou, Zisis, Bizopoulos, Paschalis, Drossou, Vicky, Lalas, Antonios, Votis, Konstantinos, Mallol, Pedro, Marti-Bonmati, Luis, Alberich, Leonor Cerdá, Seymour, Karine, Boucher, Samuel, Ciarrocchi, Esther, Fromont, Lauren, Rambla, Jordi, Harms, Alexander, Gutierrez, Andrea, Starmans, Martijn P. A., Prior, Fred, Gelpi, Josep Ll., Lekadir, Karim
Publicado 2023

Optimization of Preoperative Lymph Node Staging in Patients with Muscle-Invasive Bladder Cancer Using Radiomics on Computed Tomography

por Starmans, Martijn P. A., Ho, Li Shen, Smits, Fokko, Beije, Nick, de Kruijff, Inge, de Jong, Joep J., Somford, Diederik M., Boevé, Egbert R., te Slaa, Ed, Cauberg, Evelyne C. C., Klaver, Sjoerd, van der Heijden, Antoine G., Wijburg, Carl J., van de Luijtgaarden, Addy C. M., van Melick, Harm H. E., Cauffman, Ella, de Vries, Peter, Jacobs, Rens, Niessen, Wiro J., Visser, Jacob J., Klein, Stefan, Boormans, Joost L., van der Veldt, Astrid A. M.
Publicado 2022