Deep learning identification for citizen science surveillance of tiger mosquitoes

por Pataki, Balint Armin, Garriga, Joan, Eritja, Roger, Palmer, John R. B., Bartumeus, Frederic, Csabai, Istvan
Publicado 2021

Understanding and predicting ciprofloxacin minimum inhibitory concentration in Escherichia coli with machine learning

por Pataki, Bálint Ármin, Matamoros, Sébastien, van der Putten, Boas C. L., Remondini, Daniel, Giampieri, Enrico, Aytan-Aktug, Derya, Hendriksen, Rene S., Lund, Ole, Csabai, István, Schultsz, Constance
Publicado 2020

Accelerating surveillance and research of antimicrobial resistance – an online repository for sharing of antimicrobial susceptibility data associated with whole-genome sequences

por Matamoros, Sébastien, Hendriksen, Rene S., Pataki, Bálint Ármin, Pakseresht, Nima, Rossello, Marc, Silvester, Nicole, Amid, Clara, Aarestrup, Frank M., Koopmans, Marion, Cochrane, Guy, Csabai, Istvan, Lund, Ole, Schultsz, Constance
Publicado 2020

HunCRC: annotated pathological slides to enhance deep learning applications in colorectal cancer screening

por Pataki, Bálint Ármin, Olar, Alex, Ribli, Dezső, Pesti, Adrián, Kontsek, Endre, Gyöngyösi, Benedek, Bilecz, Ágnes, Kovács, Tekla, Kovács, Kristóf Attila, Kramer, Zsófia, Kiss, András, Szócska, Miklós, Pollner, Péter, Csabai, István
Publicado 2022

Crowdsourcing assessment of maternal blood multi-omics for predicting gestational age and preterm birth

por Tarca, Adi L., Pataki, Bálint Ármin, Romero, Roberto, Sirota, Marina, Guan, Yuanfang, Kutum, Rintu, Gomez-Lopez, Nardhy, Done, Bogdan, Bhatti, Gaurav, Yu, Thomas, Andreoletti, Gaia, Chaiworapongsa, Tinnakorn, Hassan, Sonia S., Hsu, Chaur-Dong, Aghaeepour, Nima, Stolovitzky, Gustavo, Csabai, Istvan, Costello, James C.
Publicado 2021

A Crowdsourcing Approach to Develop Machine Learning Models to Quantify Radiographic Joint Damage in Rheumatoid Arthritis

por Sun, Dongmei, Nguyen, Thanh M., Allaway, Robert J., Wang, Jelai, Chung, Verena, Yu, Thomas V., Mason, Michael, Dimitrovsky, Isaac, Ericson, Lars, Li, Hongyang, Guan, Yuanfang, Israel, Ariel, Olar, Alex, Pataki, Balint Armin, Stolovitzky, Gustavo, Guinney, Justin, Gulko, Percio S., Frazier, Mason B., Chen, Jake Y., Costello, James C., Bridges, S. Louis
Publicado 2022

Crowdsourcing digital health measures to predict Parkinson’s disease severity: the Parkinson’s Disease Digital Biomarker DREAM Challenge

por Sieberts, Solveig K., Schaff, Jennifer, Duda, Marlena, Pataki, Bálint Ármin, Sun, Ming, Snyder, Phil, Daneault, Jean-Francois, Parisi, Federico, Costante, Gianluca, Rubin, Udi, Banda, Peter, Chae, Yooree, Chaibub Neto, Elias, Dorsey, E. Ray, Aydın, Zafer, Chen, Aipeng, Elo, Laura L., Espino, Carlos, Glaab, Enrico, Goan, Ethan, Golabchi, Fatemeh Noushin, Görmez, Yasin, Jaakkola, Maria K., Jonnagaddala, Jitendra, Klén, Riku, Li, Dongmei, McDaniel, Christian, Perrin, Dimitri, Perumal, Thanneer M., Rad, Nastaran Mohammadian, Rainaldi, Erin, Sapienza, Stefano, Schwab, Patrick, Shokhirev, Nikolai, Venäläinen, Mikko S., Vergara-Diaz, Gloria, Zhang, Yuqian, Wang, Yuanjia, Guan, Yuanfang, Brunner, Daniela, Bonato, Paolo, Mangravite, Lara M., Omberg, Larsson
Publicado 2021