Machine Learning in Medical Imaging

por Suzuki, Kenji, Yan, Pingkun, Wang, Fei, Shen, Dinggang
Publicado 2012

Net-FLICS: fast quantitative wide-field fluorescence lifetime imaging with compressed sensing – a deep learning approach

por Yao, Ruoyang, Ochoa, Marien, Yan, Pingkun, Intes, Xavier
Publicado 2019

Framework for Testing Robustness of Machine Learning-Based Classifiers

por Chuah, Joshua, Kruger, Uwe, Wang, Ge, Yan, Pingkun, Hahn, Juergen
Publicado 2022

Stabilizing deep tomographic reconstruction: Part A. Hybrid framework and experimental results

por Wu, Weiwen, Hu, Dianlin, Cong, Wenxiang, Shan, Hongming, Wang, Shaoyu, Niu, Chuang, Yan, Pingkun, Yu, Hengyong, Vardhanabhuti, Varut, Wang, Ge
Publicado 2022

Stabilizing deep tomographic reconstruction: Part B. Convergence analysis and adversarial attacks

por Wu, Weiwen, Hu, Dianlin, Cong, Wenxiang, Shan, Hongming, Wang, Shaoyu, Niu, Chuang, Yan, Pingkun, Yu, Hengyong, Vardhanabhuti, Varut, Wang, Ge
Publicado 2022

Association of AI quantified COVID-19 chest CT and patient outcome

por Fang, Xi, Kruger, Uwe, Homayounieh, Fatemeh, Chao, Hanqing, Zhang, Jiajin, Digumarthy, Subba R., Arru, Chiara D., Kalra, Mannudeep K., Yan, Pingkun
Publicado 2021

Deep learning predicts cardiovascular disease risks from lung cancer screening low dose computed tomography

por Chao, Hanqing, Shan, Hongming, Homayounieh, Fatemeh, Singh, Ramandeep, Khera, Ruhani Doda, Guo, Hengtao, Su, Timothy, Wang, Ge, Kalra, Mannudeep K., Yan, Pingkun
Publicado 2021

Deep learning-based motion artifact removal in functional near-infrared spectroscopy

por Gao, Yuanyuan, Chao, Hanqing, Cavuoto, Lora, Yan, Pingkun, Kruger, Uwe, Norfleet, Jack E., Makled, Basiel A., Schwaitzberg, Steven, De, Suvranu, Intes, Xavier
Publicado 2022

Is Visual Registration Equivalent to Semiautomated Registration in Prostate Biopsy?

por Kwak, Jin Tae, Hong, Cheng William, Pinto, Peter A., Williams, Molly, Xu, Sheng, Kruecker, Jochen, Yan, Pingkun, Turkbey, Baris, Choyke, Peter L., Wood, Bradford J.
Publicado 2015

Decreasing the Surgical Errors by Neurostimulation of Primary Motor Cortex and the Associated Brain Activation via Neuroimaging

por Gao, Yuanyuan, Cavuoto, Lora, Dutta, Anirban, Kruger, Uwe, Yan, Pingkun, Nemani, Arun, Norfleet, Jack E., Makled, Basiel A., Silvestri, Jessica, Schwaitzberg, Steven, Intes, Xavier, De, Suvranu
Publicado 2021

Integrative analysis for COVID-19 patient outcome prediction

por Chao, Hanqing, Fang, Xi, Zhang, Jiajin, Homayounieh, Fatemeh, Arru, Chiara D., Digumarthy, Subba R., Babaei, Rosa, Mobin, Hadi K., Mohseni, Iman, Saba, Luca, Carriero, Alessandro, Falaschi, Zeno, Pasche, Alessio, Wang, Ge, Kalra, Mannudeep K., Yan, Pingkun
Publicado 2021