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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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          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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          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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          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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          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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          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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          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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          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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          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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          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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          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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          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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          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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