Radiomics and Artificial Intelligence for Biomarker and Prediction Model Development in Oncology

por Forghani, Reza, Savadjiev, Peter, Chatterjee, Avishek, Muthukrishnan, Nikesh, Reinhold, Caroline, Forghani, Behzad
Publicado 2019

Generalizability of Machine Learning Models: Quantitative Evaluation of Three Methodological Pitfalls

por Maleki, Farhad, Ovens, Katie, Gupta, Rajiv, Reinhold, Caroline, Spatz, Alan, Forghani, Reza
Publicado 2022

Magnetic resonance imaging of the cervix

por Zand, Khashayar Rafat, Reinhold, Caroline, Abe, Hisashi, Maheshwari, Sharad, Mohamed, Ahmed, Upegui, Daniel
Publicado 2007

Radiomics and machine learning for the diagnosis of pediatric cervical non-tuberculous mycobacterial lymphadenitis

por Al Bulushi, Yarab, Saint-Martin, Christine, Muthukrishnan, Nikesh, Maleki, Farhad, Reinhold, Caroline, Forghani, Reza
Publicado 2022

MDCT of abdominopelvic oncologic emergencies

por Tirumani, Sree Harsha, Ojili, Vijayanadh, Gunabushanam, Gowthaman, Chintapalli, Kedar N, Ryan, John G, Reinhold, Caroline
Publicado 2013

Detectability of Choledocholithiasis on CT: The Effect of Positive Intraduodenal Enteric Contrast on Portovenous Contrast-enhanced Studies

por Ajlan, Amr M., Mesurolle, Benoît, Stein, Lawrence, Kao, Ellen, Artho, Giovanni, Al-Rujaib, Mashael, Reinhold, Caroline
Publicado 2015

Can magnetic resonance spectroscopy differentiate malignant and benign causes of lymphadenopathy? An in-vitro approach

por Buré, Lionel, Boucher, Louis-Martin, Blumenkrantz, Miriam, Schob, Stefan, Lafaye de Micheaux, Pierre, Reinhold, Caroline, Gallix, Benoit
Publicado 2017

ENDO_STAGE Magnetic Resonance Imaging: Classification to Screen Endometriosis

por Bazot, Marc, Daraï, Emile, Benagiano, Giuseppe P., Reinhold, Caroline, Favier, Amelia, Roman, Horace, Donnez, Jacques, Bendifallah, Sofiane
Publicado 2022

CT-based radiomics model with machine learning for predicting primary treatment failure in diffuse large B-cell Lymphoma

por Santiago, Raoul, Ortiz Jimenez, Johanna, Forghani, Reza, Muthukrishnan, Nikesh, Del Corpo, Olivier, Karthigesu, Shairabi, Haider, Muhammad Yahya, Reinhold, Caroline, Assouline, Sarit
Publicado 2021

Dual-Energy CT Texture Analysis With Machine Learning for the Evaluation and Characterization of Cervical Lymphadenopathy

por Seidler, Matthew, Forghani, Behzad, Reinhold, Caroline, Pérez-Lara, Almudena, Romero-Sanchez, Griselda, Muthukrishnan, Nikesh, Wichmann, Julian L., Melki, Gabriel, Yu, Eugene, Forghani, Reza
Publicado 2019

A transfer learning approach to facilitate ComBat-based harmonization of multicentre radiomic features in new datasets

por Da-ano, Ronrick, Lucia, François, Masson, Ingrid, Abgral, Ronan, Alfieri, Joanne, Rousseau, Caroline, Mervoyer, Augustin, Reinhold, Caroline, Pradier, Olivier, Schick, Ulrike, Visvikis, Dimitris, Hatt, Mathieu
Publicado 2021

Computed tomography reveals hypertrophic remodelling of the diaphragm in cystic fibrosis but not in COPD

por Ostadan, Fatemeh, Donovan, Adamo A., Matouk, Elias, David, Francois Gabriel, Marchand, Dylan, Reinhold, Caroline, Nguyen, Dao, Goldberg, Peter, Benedetti, Andrea, Smith, Benjamin M., Petrof, Basil J.
Publicado 2023

T2*-Weighted Imaging Performance in the Detection of Deep Endometriosis among Readers with Different Experience: Comparison with Conventional MRI Sequences

por Franco, Paolo Niccolò, Annibali, Simona, Viganò, Sara, Cazzella, Caterina, Marra, Chiara, Smedile, Antonella, Bonaffini, Pietro Andrea, Marra, Paolo, Otero García, María Milagros, Reinhold, Caroline, Sironi, Sandro
Publicado 2022

Above and Beyond Age: Prediction of Major Postoperative Adverse Events in Head and Neck Surgery

por Mascarella, Marco A., Muthukrishnan, Nikesh, Maleki, Farhad, Kergoat, Marie-Jeanne, Richardson, Keith, Mlynarek, Alex, Forest, Veronique-Isabelle, Reinhold, Caroline, Martin, Diego R., Hier, Michael, Sadeghi, Nader, Forghani, Reza
Publicado 2021

Non-contrast MRI can accurately characterize adnexal masses: a retrospective study

por Sahin, Hilal, Panico, Camilla, Ursprung, Stephan, Simeon, Vittorio, Chiodini, Paolo, Frary, Amy, Carmo, Bruno, Smith, Janette, Freeman, Sue, Jimenez-Linan, Mercedes, Bolton, Helen, Haldar, Krishnayan, Ang, Joo Ern, Reinhold, Caroline, Sala, Evis, Addley, Helen
Publicado 2021

[(18)F]FDG PET radiomics to predict disease-free survival in cervical cancer: a multi-scanner/center study with external validation

por Ferreira, Marta, Lovinfosse, Pierre, Hermesse, Johanne, Decuypere, Marjolein, Rousseau, Caroline, Lucia, François, Schick, Ulrike, Reinhold, Caroline, Robin, Philippe, Hatt, Mathieu, Visvikis, Dimitris, Bernard, Claire, Leijenaar, Ralph T. H., Kridelka, Frédéric, Lambin, Philippe, Meyer, Patrick E., Hustinx, Roland
Publicado 2021

Correction to: [(18)F]FDG PET radiomics to predict disease-free survival in cervical cancer: a multi-scanner/center study with external validation

por Ferreira, Marta, Lovinfosse, Pierre, Hermesse, Johanne, Decuypere, Marjolein, Rousseau, Caroline, Lucia, François, Schick, Ulrike, Reinhold, Caroline, Robin, Philippe, Hatt, Mathieu, Visvikis, Dimitris, Bernard, Claire, Leijenaar, Ralph T. H., Kridelka, Frédéric, Lambin, Philippe, Meyer, Patrick E., Hustinx, Roland
Publicado 2021

Convolutional neural networks for PET functional volume fully automatic segmentation: development and validation in a multi-center setting

por Iantsen, Andrei, Ferreira, Marta, Lucia, Francois, Jaouen, Vincent, Reinhold, Caroline, Bonaffini, Pietro, Alfieri, Joanne, Rovira, Ramon, Masson, Ingrid, Robin, Philippe, Mervoyer, Augustin, Rousseau, Caroline, Kridelka, Frédéric, Decuypere, Marjolein, Lovinfosse, Pierre, Pradier, Olivier, Hustinx, Roland, Schick, Ulrike, Visvikis, Dimitris, Hatt, Mathieu
Publicado 2021

Site-Specific Variation in Radiomic Features of Head and Neck Squamous Cell Carcinoma and Its Impact on Machine Learning Models

por Liu, Xiaoyang, Maleki, Farhad, Muthukrishnan, Nikesh, Ovens, Katie, Huang, Shao Hui, Pérez-Lara, Almudena, Romero-Sanchez, Griselda, Bhatnagar, Sahir Rai, Chatterjee, Avishek, Pusztaszeri, Marc Philippe, Spatz, Alan, Batist, Gerald, Payabvash, Seyedmehdi, Haider, Stefan P., Mahajan, Amit, Reinhold, Caroline, Forghani, Behzad, O’Sullivan, Brian, Yu, Eugene, Forghani, Reza
Publicado 2021

Ovarian-Adnexal Reporting Data System Magnetic Resonance Imaging (O-RADS MRI) Score for Risk Stratification of Sonographically Indeterminate Adnexal Masses

por Thomassin-Naggara, Isabelle, Poncelet, Edouard, Jalaguier-Coudray, Aurelie, Guerra, Adalgisa, Fournier, Laure S., Stojanovic, Sanja, Millet, Ingrid, Bharwani, Nishat, Juhan, Valerie, Cunha, Teresa M., Masselli, Gabriele, Balleyguier, Corinne, Malhaire, Caroline, Perrot, Nicolas F., Sadowski, Elizabeth A., Bazot, Marc, Taourel, Patrice, Porcher, Raphaël, Darai, Emile, Reinhold, Caroline, Rockall, Andrea G.
Publicado 2020