日期:
2020 年 — 2026 年
2020
2021
2022
2023
2024
2025
2026
影响因子:

Multimodal machine learning to predict surgical site infection with healthcare workload impact assessment

利用多模态机器学习预测手术部位感染及其对医疗工作量的影响

McLean, Kenneth A; Sgrò, Alessandro; Brown, Leo R; Buijs, Louis F; Mountain, Katie E; Shaw, Catherine A; Drake, Thomas M; Pius, Riinu; Knight, Stephen R; Fairfield, Cameron J; Skipworth, Richard J E; Tsaftaris, Sotirios A; Wigmore, Stephen J; Potter, Mark A; Bouamrane, Matt-Mouley; Harrison, Ewen M

Digital twin assisted surgery, concept, opportunities, and challenges

数字孪生辅助手术:概念、机遇与挑战

Asciak, Lisa; Kyeremeh, Justicia; Luo, Xichun; Kazakidi, Asimina; Connolly, Patricia; Picard, Frederic; O'Neill, Kevin; Tsaftaris, Sotirios A; Stewart, Grant D; Shu, Wenmiao

Do generative models learn rare generative factors?

生成模型能否学习罕见的生成因素?

Haider, Fasih; Moroshko, Edward; Xue, Yuyang; Tsaftaris, Sotirios A

Understanding metric-related pitfalls in image analysis validation

了解图像分析验证中与指标相关的陷阱

Reinke, Annika; Tizabi, Minu D; Baumgartner, Michael; Eisenmann, Matthias; Heckmann-Nötzel, Doreen; Kavur, A Emre; Rädsch, Tim; Sudre, Carole H; Acion, Laura; Antonelli, Michela; Arbel, Tal; Bakas, Spyridon; Benis, Arriel; Buettner, Florian; Cardoso, M Jorge; Cheplygina, Veronika; Chen, Jianxu; Christodoulou, Evangelia; Cimini, Beth A; Farahani, Keyvan; Ferrer, Luciana; Galdran, Adrian; van Ginneken, Bram; Glocker, Ben; Godau, Patrick; Hashimoto, Daniel A; Hoffman, Michael M; Huisman, Merel; Isensee, Fabian; Jannin, Pierre; Kahn, Charles E; Kainmueller, Dagmar; Kainz, Bernhard; Karargyris, Alexandros; Kleesiek, Jens; Kofler, Florian; Kooi, Thijs; Kopp-Schneider, Annette; Kozubek, Michal; Kreshuk, Anna; Kurc, Tahsin; Landman, Bennett A; Litjens, Geert; Madani, Amin; Maier-Hein, Klaus; Martel, Anne L; Meijering, Erik; Menze, Bjoern; Moons, Karel G M; Müller, Henning; Nichyporuk, Brennan; Nickel, Felix; Petersen, Jens; Rafelski, Susanne M; Rajpoot, Nasir; Reyes, Mauricio; Riegler, Michael A; Rieke, Nicola; Saez-Rodriguez, Julio; Sánchez, Clara I; Shetty, Shravya; Summers, Ronald M; Taha, Abdel A; Tiulpin, Aleksei; Tsaftaris, Sotirios A; Van Calster, Ben; Varoquaux, Gaël; Yaniv, Ziv R; Jäger, Paul F; Maier-Hein, Lena

Metrics reloaded: recommendations for image analysis validation

指标重新加载:图像分析验证建议

Maier-Hein, Lena; Reinke, Annika; Godau, Patrick; Tizabi, Minu D; Buettner, Florian; Christodoulou, Evangelia; Glocker, Ben; Isensee, Fabian; Kleesiek, Jens; Kozubek, Michal; Reyes, Mauricio; Riegler, Michael A; Wiesenfarth, Manuel; Kavur, A Emre; Sudre, Carole H; Baumgartner, Michael; Eisenmann, Matthias; Heckmann-Nötzel, Doreen; Rädsch, Tim; Acion, Laura; Antonelli, Michela; Arbel, Tal; Bakas, Spyridon; Benis, Arriel; Blaschko, Matthew B; Cardoso, M Jorge; Cheplygina, Veronika; Cimini, Beth A; Collins, Gary S; Farahani, Keyvan; Ferrer, Luciana; Galdran, Adrian; van Ginneken, Bram; Haase, Robert; Hashimoto, Daniel A; Hoffman, Michael M; Huisman, Merel; Jannin, Pierre; Kahn, Charles E; Kainmueller, Dagmar; Kainz, Bernhard; Karargyris, Alexandros; Karthikesalingam, Alan; Kofler, Florian; Kopp-Schneider, Annette; Kreshuk, Anna; Kurc, Tahsin; Landman, Bennett A; Litjens, Geert; Madani, Amin; Maier-Hein, Klaus; Martel, Anne L; Mattson, Peter; Meijering, Erik; Menze, Bjoern; Moons, Karel G M; Müller, Henning; Nichyporuk, Brennan; Nickel, Felix; Petersen, Jens; Rajpoot, Nasir; Rieke, Nicola; Saez-Rodriguez, Julio; Sánchez, Clara I; Shetty, Shravya; van Smeden, Maarten; Summers, Ronald M; Taha, Abdel A; Tiulpin, Aleksei; Tsaftaris, Sotirios A; Van Calster, Ben; Varoquaux, Gaël; Jäger, Paul F

Nano scale instance-based learning using non-specific hybridization of DNA sequences

利用DNA序列的非特异性杂交进行纳米尺度实例学习

Cai, Fulin; Patharkar, Abhidnya; Wu, Teresa; Lure, Fleming Y M; Chen, Harry; Chen, Victor C; Zhang, Jiadong; Sun, Kaicong; Yang, Junwei; Hu, Yan; Gu, Yuning; Cui, Zhiming; Zong, Xiaopeng; Gao, Fei; Shen, Dinggang; Pati, Sarthak; Thakur, Siddhesh P; Hamamcı, İbrahim Ethem; Baid, Ujjwal; Baheti, Bhakti; Bhalerao, Megh; Güley, Orhun; Mouchtaris, Sofia; Lang, David; Thermos, Spyridon; Gotkowski, Karol; González, Camila; Grenko, Caleb; Getka, Alexander; Edwards, Brandon; Sheller, Micah; Wu, Junwen; Karkada, Deepthi; Panchumarthy, Ravi; Ahluwalia, Vinayak; Zou, Chunrui; Bashyam, Vishnu; Li, Yuemeng; Haghighi, Babak; Chitalia, Rhea; Abousamra, Shahira; Kurc, Tahsin M; Gastounioti, Aimilia; Er, Sezgin; Bergman, Mark; Saltz, Joel H; Fan, Yong; Shah, Prashant; Mukhopadhyay, Anirban; Tsaftaris, Sotirios A; Menze, Bjoern; Davatzikos, Christos; Kontos, Despina; Karargyris, Alexandros; Umeton, Renato; Mattson, Peter; Bakas, Spyridon; Su, Yanqing; Lin, Wanmin; Chu, Ling; Zan, Xiangzhen; Xu, Peng; Zhang, Fengyue; Liu, Bo; Liu, Wenbin

GaNDLF: the generally nuanced deep learning framework for scalable end-to-end clinical workflows

GaNDLF:面向可扩展端到端临床工作流程的通用精细化深度学习框架

Babic, Stephanie M; Ramachandran, Roshan N; Pati, Sarthak; Thakur, Siddhesh P; Hamamcı, İbrahim Ethem; Baid, Ujjwal; Baheti, Bhakti; Bhalerao, Megh; Güley, Orhun; Mouchtaris, Sofia; Lang, David; Thermos, Spyridon; Gotkowski, Karol; González, Camila; Grenko, Caleb; Getka, Alexander; Edwards, Brandon; Sheller, Micah; Wu, Junwen; Karkada, Deepthi; Panchumarthy, Ravi; Ahluwalia, Vinayak; Zou, Chunrui; Bashyam, Vishnu; Li, Yuemeng; Haghighi, Babak; Chitalia, Rhea; Abousamra, Shahira; Kurc, Tahsin M; Gastounioti, Aimilia; Er, Sezgin; Bergman, Mark; Saltz, Joel H; Fan, Yong; Shah, Prashant; Mukhopadhyay, Anirban; Tsaftaris, Sotirios A; Menze, Bjoern; Davatzikos, Christos; Kontos, Despina; Karargyris, Alexandros; Umeton, Renato; Mattson, Peter; Bakas, Spyridon

Volatile profile and quality characteristics of the Greek "Chondrolia Chalkidikis" virgin olive oils: effect of ripening stage

希腊“Chondrolia Chalkidikis”初榨橄榄油的挥发性特征和品质特征:成熟阶段的影响

Dimitrios Psathas, Artemis Lioupi, Anna Maria Rebholz, Kyriaki Zinoviadou, Athanasios Tsaftaris, Georgios Theodoridis, Vassiliki T Papoti

Cardiac aging synthesis from cross-sectional data with conditional generative adversarial networks

利用条件生成对抗网络从横断面数据合成心脏老化模型

Campello, Víctor M; Xia, Tian; Liu, Xiao; Sanchez, Pedro; Martín-Isla, Carlos; Petersen, Steffen E; Seguí, Santi; Tsaftaris, Sotirios A; Lekadir, Karim

Adversarial counterfactual augmentation: application in Alzheimer's disease classification

对抗性反事实增强:在阿尔茨海默病分类中的应用

Xia, Tian; Sanchez, Pedro; Qin, Chen; Tsaftaris, Sotirios A