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Exploring the added value of pretherapeutic MR descriptors in predicting breast cancer pathologic complete response to neoadjuvant chemotherapy
Malhaire, Caroline, Selhane, Fatine, Saint-Martin, Marie-Judith, Cockenpot, Vincent, Akl, Pia, Laas, Enora, Bellesoeur, Audrey, Ala Eddine, Catherine, Bereby-Kahane, Melodie, Manceau, Julie, Sebbag-Sfez, Delphine, Pierga, Jean-Yves, Reyal, Fabien, Vincent-Salomon, Anne, Brisse, Herve, Frouin, Frederique
Published in European radiology (01.11.2023)
Published in European radiology (01.11.2023)
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Journal Article
Machine learning workflows to estimate class probabilities for precision cancer diagnostics on DNA methylation microarray data
Maros, Máté E., Capper, David, Jones, David T. W., Hovestadt, Volker, von Deimling, Andreas, Pfister, Stefan M., Benner, Axel, Zucknick, Manuela, Sill, Martin
Published in Nature protocols (01.02.2020)
Published in Nature protocols (01.02.2020)
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Journal Article
Performance Analysis of Machine Learning Algorithms in Generating Urban Land Cover Map of Quezon City, Philippines Using Sentinel-2 Satellite Imagery
Santiago, Robert Martin, Gustilo, Reggie, Arada, Gerald, Magsino, Elmer, Sybingco, Edwin
Published in 2021 IEEE 13th International Conference on Humanoid, Nanotechnology, Information Technology, Communication and Control, Environment, and Management (HNICEM) (28.11.2021)
Published in 2021 IEEE 13th International Conference on Humanoid, Nanotechnology, Information Technology, Communication and Control, Environment, and Management (HNICEM) (28.11.2021)
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Conference Proceeding
MRI data-driven algorithm for the diagnosis of behavioural variant frontotemporal dementia
Dadar, Mahsa, Laforce Jr, Robert, Graff, Caroline, Synofzik, Matthis, Galimberti, Daniela, Rowe, James Benedict, Masellis, Mario, Finger, Elizabeth, de Mendonca, Alexandre, Santana, Isabel, Butler, Christopher R, Gerhard, Alex, Levin, Johannes, Otto, Markus, Ghidoni, Roberta, Sorbi, Sandro, Rohrer, Jonathan Daniel, Collins, D Louis, Rosen, Howard, Dickerson, Bradford C., Domoto-Reilly, Kimoko, Knopman, David, Boeve, Bradley F., Boxer, Adam L., Kornak, John, Miller, Bruce L., Gorno-Tempini, Maria-Luisa, McGinnis, Scott, Afonso, Sónia, Almeida, Maria Rosario, Antonell, Anna, Archetti, Silvana, Arighi, Andrea, Balasa, Mircea, Benussi, Alberto, Bessi, Valentina, Binetti, Giuliano, Bocchetta, Martina, Borrego-Ecija, Sergi, Caroppo, Paola, Castelo-Branco, Miguel, Arriba, María de, Díaz, Zigor, Duro, Diana, Fenoglio, Chiara, Ferreira, Carlos, Freedman, Morris, Gabilondo, Alazne, Giaccone, Giorgio, Gorostidi, Ana, Heller, Carolin, Hoegen, Tobias, Jelic, Vesna, Karnath, Hans-Otto, Keren, Ron, Leitão, Maria João, Loosli, Sandra, Maruta, Carolina, Meeter, Lieke, Miltenberger, Gabriel, Minkelen, Rick van, Mitchell, Sara, Moore, Katrina M, Nacmias, Benedetta, Neason, Mollie, Olives, Jaume, Padovani, Alessandro, Panman, Jessica, Papma, Janne, Peakman, Georgia, Piaceri, Irene, Pievani, Michela, Pijnenburg, Yolande, Polito, Cristina, Premi, Enrico, Prix, Catharina, Rademakers, Rosa, Redaelli, Veronica, Rosa-Neto, Pedro, Rossor, Martin, Santiago, Beatriz, Scarpini, Elio, Schönecker, Sonja, Semler, Elisa, Shafei, Rachelle, Tábuas-Pereira, Miguel, Tainta, Mikel, Tang-Wai, David, Thomas, David L, Timberlake, Carolyn, Tiraboschi, Pietro, Vandamme, Philip, Vandenbulcke, Mathieu, Veldsman, Michele, Villanua, Jorge, Warren, Jason, Wilke, Carlo, Woollacott, Ione, Wlasich, Elisabeth, Zulaica, Miren
Published in Journal of neurology, neurosurgery and psychiatry (01.06.2021)
Published in Journal of neurology, neurosurgery and psychiatry (01.06.2021)
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Journal Article
Automated detection and delineation of hepatocellular carcinoma on multiphasic contrast-enhanced MRI using deep learning
Bousabarah, Khaled, Letzen, Brian, Tefera, Jonathan, Savic, Lynn, Schobert, Isabel, Schlachter, Todd, Staib, Lawrence H., Kocher, Martin, Chapiro, Julius, Lin, MingDe
Published in Abdominal imaging (01.01.2021)
Published in Abdominal imaging (01.01.2021)
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Journal Article
GenTB: A user-friendly genome-based predictor for tuberculosis resistance powered by machine learning
Gröschel, Matthias I., Owens, Martin, Freschi, Luca, Vargas, Roger, Marin, Maximilian G., Phelan, Jody, Iqbal, Zamin, Dixit, Avika, Farhat, Maha R.
Published in Genome medicine (30.08.2021)
Published in Genome medicine (30.08.2021)
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Journal Article
Withdrawal ruptures in adolescents with borderline personality disorder psychotherapy are marked by increased speech pauses–can minimal responses be automatically detected?
Künsch, Christophe, Fürer, Lukas, Steppan, Martin, Schenk, Nathalie, Blum, Kathrin, Kaess, Michael, Koenig, Julian, Schmeck, Klaus, Zimmermann, Ronan
Published in PloS one (17.01.2023)
Published in PloS one (17.01.2023)
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Journal Article
The VMC Survey – LI. Classifying extragalactic sources using a probabilistic random forest supervised machine learning algorithm
Pennock, Clara M, van Loon, Jacco Th, Cioni, Maria-Rosa L, Maitra, Chandreyee, Oliveira, Joana M, Craig, Jessica E M, Ivanov, Valentin D, Aird, James, Anih, Joy O, Cross, Nicholas J G, Dresbach, Francesca, de Grijs, Richard, Groenewegen, Martin A T
Published in Monthly notices of the Royal Astronomical Society (01.02.2025)
Published in Monthly notices of the Royal Astronomical Society (01.02.2025)
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Journal Article
Feature-based classifiers for somatic mutation detection in tumour-normal paired sequencing data
Ding, Jiarui, Bashashati, Ali, Roth, Andrew, Oloumi, Arusha, Tse, Kane, Zeng, Thomas, Haffari, Gholamreza, Hirst, Martin, Marra, Marco A., Condon, Anne, Aparicio, Samuel, Shah, Sohrab P.
Published in Bioinformatics (15.01.2012)
Published in Bioinformatics (15.01.2012)
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Journal Article
Predicting the risk of emergency admission with machine learning: Development and validation using linked electronic health records
Rahimian, Fatemeh, Salimi-Khorshidi, Gholamreza, Payberah, Amir H., Tran, Jenny, Ayala Solares, Roberto, Raimondi, Francesca, Nazarzadeh, Milad, Canoy, Dexter, Rahimi, Kazem
Published in PLoS medicine (20.11.2018)
Published in PLoS medicine (20.11.2018)
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Journal Article
Classification of airborne 3D point clouds regarding separation of vegetation in complex environments
Published in Applied optics (2004)
(01.08.2021)
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Journal Article
Tumor Classification of Six Common Cancer Types Based on Proteomic Profiling by MALDI Imaging
Meding, Stephan, Nitsche, Ulrich, Balluff, Benjamin, Elsner, Mareike, Rauser, Sandra, Schöne, Cédrik, Nipp, Martin, Maak, Matthias, Feith, Marcus, Ebert, Matthias P, Friess, Helmut, Langer, Rupert, Höfler, Heinz, Zitzelsberger, Horst, Rosenberg, Robert, Walch, Axel
Published in Journal of proteome research (02.03.2012)
Published in Journal of proteome research (02.03.2012)
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Journal Article
Feature-Free Activity Classification of Inertial Sensor Data With Machine Vision Techniques: Method, Development, and Evaluation
Dominguez Veiga, Jose Juan, O'Reilly, Martin, Whelan, Darragh, Caulfield, Brian, Ward, Tomas E
Published in JMIR mHealth and uHealth (04.08.2017)
Published in JMIR mHealth and uHealth (04.08.2017)
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Journal Article
Improving prediction of fragility fractures in postmenopausal women using random forest
Mateo, Jorge, Usategui-Martín, Ricardo, Torres, Ana M., Campillo-Sánchez, Francisco, de Temiño, Ángela Ruiz, Gil, Judith, Martín-Millán, Marta, Hernandez, José Luís, Pérez-Castrillón, José Luís
Published in Computers in biology and medicine (01.09.2025)
Published in Computers in biology and medicine (01.09.2025)
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Journal Article