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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
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
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
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
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
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
Towards the Genome-scale Discovery of Bivariate Monotonic Classifiers
Fourquet, Oceane, Krejca, Martin S, Doerr, Carola, Schwikowski, Benno
Published in bioRxiv (21.02.2025)
Published in bioRxiv (21.02.2025)
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Paper
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
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
Machine learning in diagnosis and disability prediction of multiple sclerosis using optical coherence tomography
Montolío, Alberto, Martín-Gallego, Alejandro, Cegoñino, José, Orduna, Elvira, Vilades, Elisa, Garcia-Martin, Elena, Palomar, Amaya Pérez del
Published in Computers in biology and medicine (01.06.2021)
Published in Computers in biology and medicine (01.06.2021)
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Journal Article
Robust Automated Detection of Microstructural White Matter Degeneration in Alzheimer’s Disease Using Machine Learning Classification of Multicenter DTI Data
Dyrba, Martin, Ewers, Michael, Wegrzyn, Martin, Kilimann, Ingo, Plant, Claudia, Oswald, Annahita, Meindl, Thomas, Pievani, Michela, Bokde, Arun L. W., Fellgiebel, Andreas, Filippi, Massimo, Hampel, Harald, Klöppel, Stefan, Hauenstein, Karlheinz, Kirste, Thomas, Teipel, Stefan J.
Published in PloS one (31.05.2013)
Published in PloS one (31.05.2013)
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Journal Article