Jurman, Giuseppe
Jurman, Giuseppe
A temporally and spatially explicit, data-driven estimation of airborne ragweed pollen concentrations across Europe
2023-01-01 Makra, László; Matyasovszky, István; Tusnády, Gábor; Ziska, Lewis H; Hess, Jeremy J; Nyúl, László G; Chapman, Daniel S; Coviello, Luca; Gobbi, Andrea; Jurman, Giuseppe; Furlanello, Cesare; Brunato, Mauro; Damialis, Athanasios; Charalampopoulos, Athanasios; Müller-Schärer, Heinz; Schneider, Norbert; Szabó, Bence; Sümeghy, Zoltán; Páldy, Anna; Magyar, Donát; Bergmann, Karl-Christian; Deák, Áron József; Mikó, Edit; Thibaudon, Michel; Oliver, Gilles; Albertini, Roberto; Bonini, Maira; Šikoparija, Branko; Radišić, Predrag; Josipović, Mirjana Mitrović; Gehrig, Regula; Severova, Elena; Shalaboda, Valentina; Stjepanović, Barbara; Ianovici, Nicoleta; Berger, Uwe; Seliger, Andreja Kofol; Rybníček, Ondřej; Myszkowska, Dorota; Dąbrowska-Zapart, Katarzyna; Majkowska-Wojciechowska, Barbara; Weryszko-Chmielewska, Elzbieta; Grewling, Łukasz; Rapiejko, Piotr; Malkiewicz, Malgorzata; Šaulienė, Ingrida; Prykhodo, Olexander; Maleeva, Anna; Rodinkova, Victoria; Palamarchuk, Olena; Ščevková, Jana; Bullock, James M
A verified genomic reference sample for assessing performance of cancer panels detecting small variants of low allele frequency
2021-01-01 Jones, Wendell; Gong, Binsheng; Novoradovskaya, Natalia; Li, Dan; Kusko, Rebecca; Richmond, Todd A.; Johann, Donald J.; Bisgin, Halil; Sahraeian, Sayed Mohammad Ebrahim; Bushel, Pierre R.; Pirooznia, Mehdi; Wilkins, Katherine; Chierici, Marco; Bao, Wenjun; Basehore, Lee Scott; Lucas, Anne Bergstrom; Burgess, Daniel; Butler, Daniel J.; Cawley, Simon; Chang, Chia-Jung; Chen, Guangchun; Chen, Tao; Chen, Yun-Ching; Craig, Daniel J.; del Pozo, Angela; Foox, Jonathan; Francescatto, Margherita; Fu, Yutao; Furlanello, Cesare; Giorda, Kristina; Grist, Kira P.; Guan, Meijian; Hao, Yingyi; Happe, Scott; Hariani, Gunjan; Haseley, Nathan; Jasper, Jeff; Jurman, Giuseppe; Kreil, David Philip; Łabaj, Paweł; Lai, Kevin; Li, Jianying; Li, Quan-Zhen; Li, Yulong; Li, Zhiguang; Liu, Zhichao; López, Mario Solís; Miclaus, Kelci; Miller, Raymond; Mittal, Vinay K.; Mohiyuddin, Marghoob; Pabón-Peña, Carlos; Parsons, Barbara L.; Qiu, Fujun; Scherer, Andreas; Shi, Tieliu; Stiegelmeyer, Suzy; Suo, Chen; Tom, Nikola; Wang, Dong; Wen, Zhining; Wu, Leihong; Xiao, Wenzhong; Xu, Chang; Yu, Ying; Zhang, Jiyang; Zhang, Yifan; Zhang, Zhihong; Zheng, Yuanting; Mason, Christopher E.; Willey, James C.; Tong, Weida; Shi, Leming; Xu, Joshua
An ensemble learning approach for enhanced classification of patients with hepatitis and cirrhosis
2021-01-01 Chicco, Davide; Jurman, Giuseppe
An Invitation to Greater Use of Matthews Correlation Coefficient in Robotics and Artificial Intelligence
2022-01-01 Chicco, Davide; Jurman, Giuseppe
Arterial Disease Computational Prediction and Health Record Feature Ranking Among Patients Diagnosed With Inflammatory Bowel Disease
2021-01-01 Chicco, Davide; Jurman, Giuseppe
Artificial intelligence of imaging and clinical neurological data for predictive, preventive and personalized (P3) medicine for Parkinson Disease: The NeuroArtP3 protocol for a multi-center research study
2024-01-01 Malaguti, Maria Chiara; Gios, Lorenzo; Giometto, Bruno; Longo, Chiara; Riello, Marianna; Ottaviani, Donatella; Pellegrini, Maria; Di Giacopo, Raffaella; Donner, Davide; Rozzanigo, Umberto; Chierici, Marco; Moroni, Monica; Jurman, Giuseppe; Bincoletto, Giorgia; Pardini, Matteo; Bacchin, Ruggero; Nobili, Flavio; Di Biasio, Francesca; Avanzino, Laura; Marchese, Roberta; Mandich, Paola; Garbarino, Sara; Pagano, Mattia; Campi, Cristina; Piana, Michele; Marenco, Manuela; Uccelli, Antonio; Osmani, Venet
Cellular and gene signatures of tumor-infiltrating dendritic cells and natural killer cells predict favorable clinical outcome of neuroblastoma
2020-01-01 Melaiu, Ombretta; Chierici, Marco; Lucarini, Valeria; Jurman, Giuseppe; Conti, Libenzio; De Vi-to, Rita; Boldrini, Renata; Cifaldi, Loredana; Castellano, Aurora; Furlanello, Cesare; Barnaba, Vincenzo; Locatelli, Franco; Furci, Doriana
CovMulNet19, Integrating Proteins, Diseases, Drugs, and Symptoms: A Network Medicine Approach to COVID-19
2020-01-01 Verstraete, Nina; Jurman, Giuseppe; Bertagnolli, Giulia; Ghavasieh, Arsham; Pancaldi, Vera; De Domenico, Manlio
Deep learning for automatic stereotypical motor movement detection using wearable sensors in autism spectrum disorders
2018-01-01 Mohammadian Rad, Nastaran; Kia, Seyed Mostafa; Zarbo, Calogero; van Laarhoven, Twan; Jurman, Giuseppe; Venuti, Paola; Marchiori, Elena; Furlanello, Cesare
Deep Learning for rain and lightning nowcasting
2016-01-01 Franch, Gabriele; Nardelli, Andrea; Zarbo, Calogero; Valerio, Maggio; Jurman, Giuseppe; Furlanello, Cesare
Discovery of widespread transcription initiation at microsatellites predictable by sequence-based deep neural network
2021-01-01 Mathys, Grapotte; Manu, Saraswat; Chloé, Bessière; Christophe, Menichelli; Jordan A, Ramilowski; Jessica, Severin; Yoshihide, Hayashizaki; Masayoshi, Itoh; Michihira, Tagami; Mitsuyoshi, Murata; Miki, Kojima-Ishiyama; Shohei, Noma; Shuhei, Noguchi; Takeya, Kasukawa; Akira, Hasegawa; Harukazu, Suzuki; Hiromi, Nishiyori-Sueki; Martin C, Frith; Clément, Chatelain; Piero, Carninci; Michiel J L, de Hoon; Wyeth W, Wasserman; Laurent, Bréhélin; Charles-Henri, Lecellier; Abugessaisa, Imad; Aitken, Stuart; Aken, Bronwen L.; Alam, Intikhab; Alam, Tanvir; Alasiri, Rami; Alhendi, Ahmad M. N.; Alinejad-Rokny, Hamid; Alvarez, Mariano J.; Andersson, Robin; Arakawa, Takahiro; Araki, Marito; Arbel, Taly; Archer, John; Archibald, Alan L.; Arner, Erik; Arner, Peter; Asai, Kiyoshi; Ashoor, Haitham; Astrom, Gaby; Babina, Magda; Kenneth Baillie, J.; Bajic, Vladimir B.; Bajpai, Archana; Baker, Sarah; Baldarelli, Richard M.; Balic, Adam; Bansal, Mukesh; Batagov, Arsen O.; Batzoglou, Serafim; Beckhouse, Anthony G.; Beltrami, Antonio P.; Beltrami, Carlo A.; Bertin, Nicolas; Bhattacharya, Sharmodeep; Bickel, Peter J.; Blake, Judith A.; Blanchette, Mathieu; Bodega, Beatrice; Bonetti, Alessandro; Bono, Hidemasa; Bornholdt, Jette; Bttcher, Michael; Bougouffa, Salim; Boyd, Mette; Breda, Jeremie; Brombacher, Frank; Brown, James B.; Bult, Carol J.; Maxwell Burroughs, A.; Burt, Dave W.; Busch, Annika; Caglio, Giulia; Califano, Andrea; Cameron, Christopher J.; Cannistraci, Carlo V.; Carbone, Alessandra; Carlisle, Ailsa J.; Carninci, Piero; Carter, Kim W.; Cesselli, Daniela; Chang, Jen-Chien; Chen, Julie C.; Chen, Yun; Chierici, Marco; Christodoulou, John; Ciani, Yari; Clark, Emily L.; Coskun, Mehmet; Dalby, Maria; Dalla, Emiliano; Daub, Carsten O.; Davis, Carrie A.; de Hoon, Michiel J. L.; de Rie, Derek; Denisenko, Elena; Deplancke, Bart; Detmar, Michael; Deviatiiarov, Ruslan; Di Bernardo, Diego; Diehl, Alexander D.; Dieterich, Lothar C.; Dimont, Emmanuel; Djebali, Sarah; Dohi, Taeko; Dostie, Jose; Drablos, Finn; Edge, Albert S. B.; Edinger, Matthias; Ehrlund, Anna; Ekwall, Karl; Elofsson, Arne; Endoh, Mitsuhiro; Enomoto, Hideki; Enomoto, Saaya; Faghihi, Mohammad; Fagiolini, Michela; Farach-Carson, Mary C.; Faulkner, Geoffrey J.; Favorov, Alexander; Miguel Fernandes, Ana; Ferrai, Carmelo; Forrest, Alistair R. R.; Forrester, Lesley M.; Forsberg, Mattias; Fort, Alexandre; Francescatto, Margherita; Freeman, Tom C.; Frith, Martin; Fukuda, Shinji; Funayama, Manabu; Furlanello, Cesare; Furuno, Masaaki; Furusawa, Chikara; Gao, Hui; Gazova, Iveta; Gebhard, Claudia; Geier, Florian; Geijtenbeek, Teunis B. H.; Ghosh, Samik; Ghosheh, Yanal; Gingeras, Thomas R.; Gojobori, Takashi; Goldberg, Tatyana; Goldowitz, Daniel; Gough, Julian; Greco, Dario; Gruber, Andreas J.; Guhl, Sven; Guigo, Roderic; Guler, Reto; Gusev, Oleg; Gustincich, Stefano; Ha, Thomas J.; Haberle, Vanja; Hale, Paul; Hallstrom, Bjrn M.; Hamada, Michiaki; Handoko, Lusy; Hara, Mitsuko; Harbers, Matthias; Harrow, Jennifer; Harshbarger, Jayson; Hase, Takeshi; Hasegawa, Akira; Hashimoto, Kosuke; Hatano, Taku; Hattori, Nobutaka; Hayashi, Ryuhei; Hayashizaki, Yoshihide; Herlyn, Meenhard; Hettne, Kristina; Heutink, Peter; Hide, Winston; Hitchens, Kelly J.; Ho Sui, Shannon; ’t Hoen, Peter A. C.; Chau Hon, Chung; Hori, Fumi; Horie, Masafumi; Horimoto, Katsuhisa; Horton, Paul; Hou, Rui; Huang, Edward; Huang, Yi; Hugues, Richard; Hume, David; Ienasescu, Hans; Iida, Kei; Ikawa, Tomokatsu; Ikemura, Toshimichi; Ikeo, Kazuho; Inoue, Norihiko; Ishizu, Yuri; Ito, Yosuke; Itoh, Masayoshi; Ivshina, Anna V.; Jankovic, Boris R.; Jenjaroenpun, Piroon; Johnson, Rory; Jorgensen, Mette; Jorjani, Hadi; Joshi, Anagha; Jurman, Giuseppe; Kaczkowski, Bogumil; Kai, Chieko; Kaida, Kaoru; Kajiyama, Kazuhiro; Kaliyaperumal, Rajaram; Kaminuma, Eli; Kanaya, Takashi; Kaneda, Hiroshi; Kapranov, Philip; Kasianov, Artem S.; Kasukawa, Takeya; Katayama, Toshiaki; Kato, Sachi; Kawaguchi, Shuji; Kawai, Jun; Kawaji, Hideya; Kawamoto, Hiroshi; Kawamura, Yuki I.; Kawasaki, Satoshi; Kawashima, Tsugumi; Kempfle, Judith S.; Kenna, Tony J.; Kere, Juha; Khachigian, Levon; Kiryu, Hisanori; Kishima, Mami; Kitajima, Hiroyuki; Kitamura, Toshio; Kitano, Hiroaki; Klaric, Enio; Klepper, Kjetil; Peter Klinken, S.; Kloppmann, Edda; Knox, Alan J.; Kodama, Yuichi; Kogo, Yasushi; Kojima, Miki; Kojima, Soichi; Komatsu, Norio; Komiyama, Hiromitsu; Kono, Tsukasa; Koseki, Haruhiko; Koyasu, Shigeo; Kratz, Anton; Kukalev, Alexander; Kulakovskiy, Ivan; Kundaje, Anshul; Kunikata, Hiroshi; Kuo, Richard; Kuo, Tony; Kuraku, Shigehiro; Kuznetsov, Vladimir A.; Jun Kwon, Tae; Larouche, Matt; Lassmann, Timo; Law, Andy; Le-Cao, Kim-Anh; Lecellier, Charles-Henri; Lee, Weonju; Lenhard, Boris; Lennartsson, Andreas; Li, Kang; Li, Ruohan; Lilje, Berit; Lipovich, Leonard; Lizio, Marina; Lopez, Gonzalo; Magi, Shigeyuki; Mak, Gloria K.; Makeev, Vsevolod; Manabe, Riichiro; Mandai, Michiko; Mar, Jessica; Maruyama, Kazuichi; Maruyama, Taeko; Mason, Elizabeth; Mathelier, Anthony; Matsuda, Hideo; Medvedeva, Yulia A.; Meehan, Terrence F.; Mejhert, Niklas; Meynert, Alison; Mikami, Norihisa; Minoda, Akiko; Miura, Hisashi; Miyagi, Yohei; Miyawaki, Atsushi; Mizuno, Yosuke; Morikawa, Hiromasa; Morimoto, Mitsuru; Morioka, Masaki; Morishita, Soji; Moro, Kazuyo; Motakis, Efthymios; Motohashi, Hozumi; Kadir Mukarram, Abdul; Mummery, Christine L.; Mungall, Christopher J.; Murakawa, Yasuhiro; Muramatsu, Masami; Murata, Mitsuyoshi; Nagasaka, Kazunori; Nagase, Takahide; Nakachi, Yutaka; Nakahara, Fumio; Nakai, Kenta; Nakamura, Kumi; Nakamura, Yasukazu; Nakamura, Yukio; Nakazawa, Toru; Nason, Guy P.; Nepal, Chirag; Hoang Nguyen, Quan; Nielsen, Lars K.; Nishida, Kohji; Nishiguchi, Koji M.; Nishiyori, Hiromi; Nitta, Kazuhiro; Noguchi, Shuhei; Noma, Shohei; Notredame, Cedric; Ogishima, Soichi; Ohkura, Naganari; Ohno, Hiroshi; Ohshima, Mitsuhiro; Ohtsu, Takashi; Okada, Yukinori; Okada-Hatakeyama, Mariko; Okazaki, Yasushi; Oksvold, Per; Orlando, Valerio; Sion Ow, Ghim; Ozturk, Mumin; Pachkov, Mikhail; Paparountas, Triantafyllos; Parihar, Suraj P.; Park, Sung-Joon; Pascarella, Giovanni; Passier, Robert; Persson, Helena; Philippens, Ingrid H.; Piazza, Silvano; Plessy, Charles; Pombo, Ana; Ponten, Fredrik; Poulain, Stéphane; Poulsen, Thomas M.; Pradhan, Swati; Prezioso, Carolina; Pridans, Clare; Qin, Xiang-Yang; Quackenbush, John; Rackham, Owen; Ramilowski, Jordan; Ravasi, Timothy; Rehli, Michael; Rennie, Sarah; Rito, Tiago; Rizzu, Patrizia; Robert, Christelle; Roos, Marco; Rost, Burkhard; Roudnicky, Filip; Roy, Riti; Rye, Morten B.; Sachenkova, Oxana; Saetrom, Pal; Sai, Hyonmi; Saiki, Shinji; Saito, Mitsue; Saito, Akira; Sakaguchi, Shimon; Sakai, Mizuho; Sakaue, Saori; Sakaue-Sawano, Asako; Sandelin, Albin; Sano, Hiromi; Sasamoto, Yuzuru; Sato, Hiroki; Saxena, Alka; Saya, Hideyuki; Schafferhans, Andrea; Schmeier, Sebastian; Schmidl, Christian; Schmocker, Daniel; Schneider, Claudio; Schueler, Marcus; Schultes, Erik A.; Schulze-Tanzil, Gundula; Semple, Colin A.; Seno, Shigeto; Seo, Wooseok; Sese, Jun; Severin, Jessica; Sheng, Guojun; Shi, Jiantao; Shimoni, Yishai; Shin, Jay W.; Simonsanchez, Javier; Sivertsson, Asa; Sjostedt, Evelina; Soderhall, Cilla; St Laurent III, Georges; Stoiber, Marcus H.; Sugiyama, Daisuke; Summers, Kim M.; Maria Suzuki, Ana; Suzuki, Harukazu; Suzuki, Kenji; Suzuki, Mikiko; Suzuki, Naoko; Suzuki, Takahiro; Swanson, Douglas J.; Swoboda, Rolf K.; Tagami, Michihira; Taguchi, Ayumi; Takahashi, Hazuki; Takahashi, Masayo; Takamochi, Kazuya; Takeda, Satoru; Takenaka, Yoichi; Tung Tam, Kin; Tanaka, Hiroshi; Tanaka, Rica; Tanaka, Yuji; Tang, Dave; Taniuchi, Ichiro; Tanzer, Andrea; Tarui, Hiroshi; Taylor, Martin S.; Terada, Aika; Terao, Yasuhisa; Testa, Alison C.; Thomas, Mark; Thongjuea, Supat; Tomii, Kentaro; Torlai Triglia, Elena; Toyoda, Hiroo; Gwen Tsang, H.; Tsujikawa, Motokazu; Uhlén, Mathias; Valen, Eivind; van de Wetering, Marc; van Nimwegen, Erik; Velmeshev, Dmitry; Verardo, Roberto; Vitezic, Morana; Vitting-Seerup, Kristoffer; von Feilitzen, Kalle; Voolstra, Christian R.; Vorontsov, Ilya E.; Wahlestedt, Claes; Wasserman, Wyeth W.; Watanabe, Kazuhide; Watanabe, Shoko; Wells, Christine A.; Winteringham, Louise N.; Wolvetang, Ernst; Yabukami, Haruka; Yagi, Ken; Yamada, Takuji; Yamaguchi, Yoko; Yamamoto, Masayuki; Yamamoto, Yasutomo; Yamamoto, Yumiko; Yamanaka, Yasunari; Yano, Kojiro; Yasuzawa, Kayoko; Yatsuka, Yukiko; Yo, Masahiro; Yokokura, Shunji; Yoneda, Misako; Yoshida, Emiko; Yoshida, Yuki; Yoshihara, Masahito; Young, Rachel; Young, Robert S.; Yu, Nancy Y.; Yumoto, Noriko; Zabierowski, Susan E.; Zhang, Peter G.; Zucchelli, Silvia; Zwahlen, Martin
Evaluating reproducibility of AI algorithms in digital pathology with DAPPER
2019-01-01 Bizzego, Andrea; Bussola, Nicole; Chierici, Marco; Maggio, Valerio; Francescatto, Margherita; Cima, Luca; Cristoforetti, Marco; Jurman, Giuseppe; Furlanello, Cesare
GBCNet: In-Field Grape Berries Counting for Yield Estimation by Dilated CNNs
2020-01-01 Coviello, Luca; Cristoforetti, Marco; Jurman, Giuseppe; Furlanello, Cesare
Integrating deep and radiomics features in cancer bioimaging
2019-01-01 Bizzego, A.; Bussola, N.; Salvalai, D.; Chierici, M.; Maggio, V.; Jurman, G.; Furlanello, C.
Integrative Network Fusion: A Multi-Omics Approach in Molecular Profiling
2020-01-01 Chierici, Marco; Bussola, Nicole; Marcolini, Alessia; Francescato, Margherita; Zandona, Alessandro; Trastulla, Lucia; Agostinelli, Claudio; Jurman, Giuseppe; Furlanello, Cesare
Machine learning can predict survival of patients with heart failure from serum creatinine and ejection fraction alone
2020-01-01 Chicco, Davide; Jurman, Giuseppe
Machine learning models for predicting endocrine disruption potential of environmental chemicals
2019-01-01 Chierici, Marco; Giulini, Marco; Bussola, Nicole; Jurman, Giuseppe; Furlanello, Cesare
MASS-UMAP: Fast and Accurate Analog Ensemble Search in Weather Radar Archives
2019-01-01 Franch, Gabriele; Jurman, Giuseppe; Coviello, Luca; Pendesini, Marta; Furlanello, Cesare
Multilayer flows in molecular networks identify biological modules in the human proteome
2020-01-01 Mangioni, Giuseppe; Jurman, Giuseppe; De Domenico, Manlio
Phylogenetic convolutional neural networks in metagenomics
2018-01-01 Fioravanti, Diego; Giarratano, Ylenia; Maggio, Valerio; Agostinelli, Claudio; Chierici, Marco; Jurman, Giuseppe; Furlanello, Cesare