Prof. Dr. Joao Paulo Papa

Profile

Academic position	Full Professor
Research fields	Computer Science,Epidemiology and Medical Biometrics/Statistics
Keywords	Optimization, Machine learning, Deep learning, Computer-assisted diagnosis
Honours and awards	2022: Future Startups Award 2022: Honorable mention at the Workshop of Theses and Dissertations/Sibgrapi - Ph.D. Track Doutorado - 2022, Brazilian Computer Society 2022: Honorable mention at the XXXIV Undergraduate Student Conference, São Paulo State University 2022: Profa. Dra. Rosa Maria Fernandes Scalvi Award - XXXIV Undergraduate Student Conference, São Paulo State University 2020: Chair of the IEEE Task Force on Business Intelligence and Knowledge Management 2019: Inventor Prize - Innovation Agency at University of Campinas 2018: Best Paper Award at the 2nd International Conferenceon Biosignal Analysis, Processing and Systems, IEEE Signal Processing Society Malaysia Chapter 2017: IEEE Senior Member 2015: Best paper award at the 12th International Conference on Applied Computing 2014: Best paper published in the Pattern Recognition journal 2012: CNPq/Brazil Fellow 2009: Best paper award at the Brazilian Symposium on Remote Sensing 2009: Best Ph.D. award at the Brazilian Symposium on Computer Graphics on Computer Graphics and Image Processing 2009: Second best paper award at the Brazilian Symposium on Remote Sensing

Current contact address

Country	Brazil
City	Bauru
Institution	Universidade Estadual Paulista Julio de Mesquita Filho (UNESP)
Homepage	http://wwwp.fc.unesp.br/~papa

Host during sponsorship

Prof. Dr. Christoph Palm	Ostbayerische Technische Hochschule Regensburg (OTH), Regensburg
Prof. Dr. Christoph Palm	Fakultät Informatik und Mathematik, Ostbayerische Technische Hochschule Regensburg (OTH), Regensburg
Start of initial sponsorship	01/12/2017

Programme(s)

2016	CAPES-Humboldt Research Fellowship Programme for Experienced Researchers

Publications (partial selection)

2020	Luis A. Souza and Leandro A. Passos and Robert Mendel and Alanna Ebigbo and Andreas Probst and Helmut Messmann and Christoph Palm and João P. Papa: Assisting Barrett's esophagus identification using endoscopic data augmentation based on Generative Adversarial Networks. In: Computers in Biology and Medicine, 126, 2020, 104029
2020	Luis Souza, Luis Afonso, Alanna Ebigbo, Andreas Probst, Helmut Messmann, Robert Mendel, Christian Hook, Christoph Palm, João Papa Learning visual representations with optimum-path forest and its applications to Barretts esophagus and adenocarcinoma diagnosis. In: Neural Computing and Applications, 2020, 759-775
2020	Alanna Ebigbo, Robert Mendel, Andreas Probst, Johannes Manzeneder, Friederike Prinz, Luis A de Souza Jr., Joao Papa, Christoph Palm, Helmut Messmann: Real-time use of artificial intelligence in the evaluation of cancer in Barretts oesophagus. In: Gut, 2020, 615-616
2020	Mendel, Robert and de Souza, Luis Antonio and Rauber, David and Papa, Joao Paulo and Palm, Christoph: Semi-supervised Segmentation Based on Error-Correcting Supervision. In: Vedaldi, Andrea and Bischof, Horst and Brox, Thomas and Frahm, Jan-Michael, Computer Vision -- ECCV 2020. Cham: Springer International Publishing, 2020. 141--157
2019	Alanna Ebigbo, Christoph Palm, Andreas Probst, Robert Mendel, Johannes Manzeneder, Friederike Prinz, Luis A. de Souza, João P. Papa, Peter Siersema, Helmut Messmann: A technical review of artificial intelligence as applied to gastrointestinal endoscopy: clarifying the terminology. In: Endoscopy International Open, 2019, E1616-E1623
2019	Ebigbo, A and Mendel, R and Probst, A and Manzeneder, J and de Souza, LA and Papa, J and Palm, C and Messmann, H: Artificial Intelligence in Early Barrett's Cancer: The Segmentation Task. In: Endoscopy, 51, 2019, OP8
2019	Leandro A.Passos, Luis A.de Souza Jr., Robert Mendel, Alanna Ebigbo, Andreas Probst, Helmut Messmann, Christoph Palm, João Paulo Papa: Barretts esophagus analysis using infinity Restricted Boltzmann Machines. In: Journal of Visual Communication and Image Representation, 2019, 475-485
2019	Alanna Ebigbo, Robert Mendel, Andreas Probst, Johannes Manzeneder, Luis Antonio de Souza Jr, João P Papa, Christoph Palm, Helmut Messmann: Computer-aided Diagnosis Using Deep learning in the Evaluation of Early Oesophageal Adenocarcinoma. In: Gut, 2019, 1143-1145
2018	Luis Souza, Christoph Palm, Robert Mendel, Christian Hook, Alanna Ebigbo, Andreas Probst, Helmut Messmann, Silke Weber, Joao Papa: A survey on Barrett's esophagus analysis using machine learning. In: Computers in Biology and Medicine, 2018, 203-213
2018	L. Souza and A. Ebigbo and A. Probst and H. Messmann and J. P. Papa and R. Mendel and C. Palm: Barrett's Esophagus Identification Using Color Co-Occurrence Matrices. 2018 31st SIBGRAPI Conference on Graphics, Patterns and Images (SIBGRAPI). 2018. 166-173
2017	Souza, Luis and Hook, Christian and Papa, Joao P. and Palm, Christoph: Barrett's Esophagus Analysis Using SURF Features. In: Maier-Hein, geb. Fritzsche, Klaus Hermann and Deserno, geb. Lehmann, Thomas Martin and Handels, Heinz and Tolxdorff, Thomas, Bildverarbeitung fur die Medizin 2017. Berlin, Heidelberg: Springer Berlin Heidelberg, 2017. 141--146
2017	L. A. D. Souza and L. C. S. Afonso and C. Palm and J. P. Papa: Barrett's Esophagus Identification Using Optimum-Path Forest. 2017 30th SIBGRAPI Conference on Graphics, Patterns and Images (SIBGRAPI). 2017. 308-314
n.n.	Ebigbo, Alanna and Mendel, Robert and Rückert, Tobias and Schuster, Laurin and Probst, Andreas and Manzeneder, Johannes and Prinz, Friederike and Mende, Matthias and Steinbrück, Ingo and Faiss, Siegbert and Rauber, David and de Souza jr, Luis A. and Papa, João P. and Deprez, Pierre H and Oyama, Tsuneo and Takahashi, Akiko and Seewald, Stefan and Sharma, Prateek and Byrne, Michael F and Palm, Christoph and Messmann, Helmut: Endoscopic prediction of submucosal invasion in Barrett’s cancer with the use of Artificial Intelligence: A pilot Study. In: Endoscopy, 0, n.n.,