From pixels to prognosis: unlocking the potential of deep learning in fibrotic lung disease imaging analysis von de la Orden Kett Morais, Sean R, Felder, Federico N, Walsh, Simon L F

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Exploring computer-based imaging analysis in interstitial lung disease: opportunities and challenges von Felder, Federico N, Walsh, Simon L F

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Hunting imaging biomarkers in pulmonary fibrosis: Benchmarks of the AIIB23 challenge von Nan, Yang, Xing, Xiaodan, Wang, Shiyi, Tang, Zeyu, Felder, Federico N, Zhang, Sheng, Ledda, Roberta Eufrasia, Ding, Xiaoliu, Yu, Ruiqi, Liu, Weiping, Shi, Feng, Sun, Tianyang, Cao, Zehong, Zhang, Minghui, Gu, Yun, Zhang, Hanxiao, Gao, Jian, Wang, Pingyu, Tang, Wen, Yu, Pengxin, Kang, Han, Chen, Junqiang, Lu, Xing, Zhang, Boyu, Mamalakis, Michail, Prinzi, Francesco, Carlini, Gianluca, Cuneo, Lisa, Banerjee, Abhirup, Xing, Zhaohu, Zhu, Lei, Mesbah, Zacharia, Jain, Dhruv, Mayet, Tsiry, Yuan, Hongyu, Lyu, Qing, Qayyum, Abdul, Mazher, Moona, Wells, Athol, Walsh, Simon LF, Yang, Guang

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Probing perfection: The relentless art of meddling for pulmonary airway segmentation from HRCT via a human-AI collaboration based active learning method von Wang, Shiyi, Nan, Yang, Zhang, Sheng, Felder, Federico, Xing, Xiaodan, Fang, Yingying, Del Ser, Javier, Walsh, Simon L.F., Yang, Guang

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Machine learning in radiology: the new frontier in interstitial lung diseases von Barnes, Hayley, Humphries, Stephen M, George, Peter M, Assayag, Deborah, Glaspole, Ian, Mackintosh, John A, Corte, Tamera J, Glassberg, Marilyn, Johannson, Kerri A, Calandriello, Lucio, Felder, Federico, Wells, Athol, Walsh, Simon

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Description of a single centre cohort of patients with systemic sclerosis from the University Hospital of Buenos Aires and factors associated with lung function deterioration. A re... von Enghelmayer, Juan I., López Meiller, María José, Vallejos, Ailín, Felder, Federico, Pertuz, María Milena, Arias, Tamara, Legarreta, Cora G., Acuña, Silvana, Leiva, Sebastián, Barrios, Vanesa, Dubinsky, Diana

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Description of a single centre cohort of patients with systemic sclerosis from the University Hospital of Buenos Aires and factors associated with lung function deterioration. A re... von Enghelmayer, Juan I., López Meiller, María José, Vallejos, Ailín, Felder, Federico, Pertuz, María Milena, Arias, Tamara, Legarreta, Cora G., Acuña, Silvana, Leiva, Sebastián, Barrios, Vanesa, Dubinsky, Diana

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You Don't Have to Be Perfect to Be Amazing: Unveil the Utility of Synthetic Images von Xing, Xiaodan, Felder, Federico, Nan, Yang, Papanastasiou, Giorgos, Walsh, Simon, Yang, Guang

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The Beauty or the Beast: Which Aspect of Synthetic Medical Images Deserves Our Focus? von Xing, Xiaodan, Nan, Yang, Felder, Federico, Walsh, Simon, Yang, Guang

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Make it more specific: A novel uncertainty based airway segmentation application on 3D U-Net and its variants von Wang, Shiyi, Nan, Yang, N, Felder Federico, Zhang, Sheng, F, Walsh Simon L, Yang, Guang

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You Don't Have to Be Perfect to Be Amazing: Unveil the Utility of Synthetic Images von Xing, Xiaodan, Felder, Federico, Nan, Yang, Papanastasiou, Giorgos, Simon, Walsh, Yang, Guang

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Probing Perfection: The Relentless Art of Meddling for Pulmonary Airway Segmentation from HRCT via a Human-AI Collaboration Based Active Learning Method von Wang, Shiyi, Nan, Yang, Zhang, Sheng, Felder, Federico, Xing, Xiaodan, Fang, Yingying, Del Ser, Javier, Walsh, Simon L F, Yang, Guang

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The Beauty or the Beast: Which Aspect of Synthetic Medical Images Deserves Our Focus? von Xing, Xiaodan, Yang, Nan, Felder, Federico, Walsh, Simon, Yang, Guang

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Make it more specific: A novel uncertainty based airway segmentation application on 3D U-Net and its variants von Wang, Shiyi, Yang, Nan, Felder, Federico N, Zhang, Sheng, Walsh Simon L F, Yang, Guang

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Hunting imaging biomarkers in pulmonary fibrosis: Benchmarks of the AIIB23 challenge von Yang, Nan, Xing, Xiaodan, Wang, Shiyi, Tang, Zeyu, Felder, Federico N, Zhang, Sheng, Ledda, Roberta Eufrasia, Ding, Xiaoliu, Yu, Ruiqi, Liu, Weiping, Shi, Feng, Sun, Tianyang, Cao, Zehong, Zhang, Minghui, Gu, Yun, Zhang, Hanxiao, Gao, Jian, Wang, Pingyu, Tang, Wen, Yu, Pengxin, Kang, Han, Chen, Junqiang, Lu, Xing, Zhang, Boyu, Mamalakis, Michail, Prinzi, Francesco, Carlini, Gianluca, Cuneo, Lisa, Banerjee, Abhirup, Xing, Zhaohu, Zhu, Lei, Zacharia Mesbah, Jain, Dhruv, Mayet, Tsiry, Yuan, Hongyu, Lyu, Qing, Qayyum, Abdul, Moona Mazher, Wells, Athol, Walsh, Simon LF, Yang, Guang

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You Don't Have to Be Perfect to Be Amazing: Unveil the Utility of Synthetic Images von Xing, Xiaodan, Felder, Federico, Yang, Nan, Papanastasiou, Giorgos, Walsh, Simon, Yang, Guang

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Probing Perfection: The Relentless Art of Meddling for Pulmonary Airway Segmentation from HRCT via a Human-AI Collaboration Based Active Learning Method von Wang, Shiyi, Yang, Nan, Zhang, Sheng, Felder, Federico, Xing, Xiaodan, Fang, Yingying, Javier Del Ser, Walsh, Simon L F, Yang, Guang

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Discovery of 2‑[1-(4,4-Difluorocyclohexyl)piperidin-4-yl]-6-fluoro-3-oxo-2,3-dihydro‑1H‑isoindole-4-carboxamide (NMS-P118): A Potent, Orally Available, and Highly Selective PARP‑1... von Papeo, Gianluca, Posteri, Helena, Borghi, Daniela, Busel, Alina A., Caprera, Francesco, Casale, Elena, Ciomei, Marina, Cirla, Alessandra, Corti, Emiliana, D’Anello, Matteo, Fasolini, Marina, Forte, Barbara, Galvani, Arturo, Isacchi, Antonella, Khvat, Alexander, Krasavin, Mikhail Y., Lupi, Rosita, Orsini, Paolo, Perego, Rita, Pesenti, Enrico, Pezzetta, Daniele, Rainoldi, Sonia, Riccardi-Sirtori, Federico, Scolaro, Alessandra, Sola, Francesco, Zuccotto, Fabio, Felder, Eduard R., Donati, Daniele, Montagnoli, Alessia

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Discovery of Stereospecific PARP‑1 Inhibitor Isoindolinone NMS-P515 von Papeo, Gianluca, Orsini, Paolo, Avanzi, Nilla R, Borghi, Daniela, Casale, Elena, Ciomei, Marina, Cirla, Alessandra, Desperati, Viviana, Donati, Daniele, Felder, Eduard R, Galvani, Arturo, Guanci, Marco, Isacchi, Antonella, Posteri, Helena, Rainoldi, Sonia, Riccardi-Sirtori, Federico, Scolaro, Alessandra, Montagnoli, Alessia

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Identification of unprecedented ATP-competitive choline kinase inhibitors von Quartieri, Francesca, Nesi, Marcella, Avanzi, Nilla R., Borghi, Daniela, Casale, Elena, Corti, Emiliana, Cucchi, Ulisse, Donati, Daniele, Fasolini, Marina, Felder, Eduard R., Galvani, Arturo, Giorgini, Maria L., Lomolino, Antonio, Menichincheri, Maria, Orrenius, Christian, Perrera, Claudia, Re Depaolini, Stefania, Riccardi-Sirtori, Federico, Salsi, Enea, Isacchi, Antonella, Gnocchi, Paola

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