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收藏COVLIAS 3.0: cloud-based quantized hybrid UNet3+ deep learning for COVID-19 lesion detection in lung computed tomography
Agarwal, Sushant; Saxena, Sanjay; Carriero, Alessandro; Chabert, Gian Luca; Ravindran, Gobinath; Paul, Sudip; Laird, John R.; Garg, Deepak; Fatemi, Mostafa; Mohanty, Lopamudra; Dubey, Arun K.; Singh, Rajesh; Fouda, Mostafa M.; Singh, Narpinder; Naidu, Subbaram; Viskovic, Klaudija; Kukuljan, Melita; Kalra, Manudeep K.; Saba, Luca; Suri, Jasjit S. 分享 收藏 The role of susceptibility-weighted imaging & contrast-enhanced MRI in the diagnosis of primary CNS vasculitis: a large case seriesAgarwal, Sushant; Sebastian, Leve Joseph Devarajan; Gaikwad, Shailesh; Srivastava, M. V. Padma; Sharma, M. C.; Singh, Manmohan; Bhatia, Rohit; Agarwal, Ayush; Sharma, Jyoti; Dash, Deepa; Goyal, Vinay; Srivastava, Achal K.; Tripathi, Manjari; Suri, Vaishali; Singh, Mamta B.; Sarkar, Chitra; Suri, Ashish; Singh, Rajesh K.; Vibha, Deepti; Pandit, Awadh K.; Rajan, Roopa; Gupta, Anu; Elavarasi, A.; Radhakrishnan, Divya M.; Das, Animesh; Tandon, Vivek; Doddamani, Ramesh; Upadhyay, Ashish; Vishnu, Venugopalan Y.; Garg, Ajay 分享 收藏 Ensemble Deep Learning Derived from Transfer Learning for Classification of COVID-19 Patients on Hybrid Deep-Learning-Based Lung Segmentation: A Data Augmentation and Balancing Framework基于迁移学习的集成深度学习，用于基于混合深度学习的肺部分割对新型冠状病毒肺炎患者进行分类: 数据增强和平衡框架Dubey, Arun Kumar; Chabert, Gian Luca; Carriero, Alessandro; Pasche, Alessio; Danna, Pietro S. C.; Agarwal, Sushant; Mohanty, Lopamudra; Sharma, Neeraj; Yadav, Sarita; Jain, Achin; Kumar, Ashish; Kalra, Mannudeep K.; Sobel, David W.; Laird, John R.; Singh, Inder M.; Singh, Narpinder; Tsoulfas, George; Fouda, Mostafa M.; Alizad, Azra; Kitas, George D.; Khanna, Narendra N.; Viskovic, Klaudija; Kukuljan, Melita; Al-Maini, Mustafa; El-Baz, Ayman; Saba, Luca; Suri, Jasjit S. 分享 收藏 UNet Deep Learning Architecture for Segmentation of Vascular and Non-Vascular Images: A Microscopic Look at UNet Components Buffered With Pruning, Explainable Artificial Intelligence, and BiasSuri, Jasjit S.; Bhagawati, Mrinalini; Agarwal, Sushant; Paul, Sudip; Pandey, Amit; Gupta, Suneet K.; Saba, Luca; Paraskevas, Kosmas I.; Khanna, Narendra N.; Laird, John R.; Johri, Amer M.; Kalra, Manudeep K.; Fouda, Mostafa M.; Fatemi, Mostafa; Naidu, Subbaram 分享 收藏 Multicenter Study on COVID-19 Lung Computed Tomography Segmentation with varying Glass Ground Opacities using Unseen Deep Learning Artificial Intelligence Paradigms: COVLIAS 1.0 ValidationSuri, Jasjit S.; Agarwal, Sushant; Saba, Luca; Chabert, Gian Luca; Carriero, Alessandro; Pasche, Alessio; Danna, Pietro; Mehmedovic, Armin; Faa, Gavino; Jujaray, Tanay; Singh, Inder M.; Khanna, Narendra N.; Laird, John R.; Sfikakis, Petros P.; Agarwal, Vikas; Teji, Jagjit S.; Yadav, Rajanikant R.; Nagy, Ferenc; Kincses, Zsigmond Tamas; Ruzsa, Zoltan; Viskovic, Klaudija; Kalra, Mannudeep K. 分享 收藏 Primary CNS vasculitis (PCNSV): a cohort studyAgarwal, Ayush; Sharma, Jyoti; Srivastava, M. V. Padma; Sharma, M. C.; Bhatia, Rohit; Dash, Deepa; Goyal, Vinay; Srivastava, Achal K.; Tripathi, Manjari; Suri, Vaishali; Singh, Mamta B.; Agarwal, Sushant; Sarkar, Chitra; Joseph, Leve; Singh, Manmohan; Suri, Ashish; Singh, Rajesh K.; Vibha, Deepti; Pandit, Awadh K.; Rajan, Roopa; Gupta, Anu; Elavarasi, A.; Radhakrishnan, Divya M.; Das, Animesh; Gaikwad, Shailesh; Tandon, Vivek; Doddamani, Ramesh; Upadhyay, Ashish; Garg, Ajay; Vishnu, Venugopalan Y. 分享 收藏 Eight pruning deep learning models for low storage and high-speed COVID-19 computed tomography lung segmentation and heatmap-based lesion localization: A multicenter study using COVLIAS 2.0Agarwal, Mohit; Agarwal, Sushant; Saba, Luca; Chabert, Gian Luca; Gupta, Suneet; Carriero, Alessandro; Pasche, Alessio; Danna, Pietro; Mehmedovic, Armin; Faa, Gavino; Shrivastava, Saurabh; Jain, Kanishka; Jain, Harsh; Jujaray, Tanay; Singh, Inder M.; Turk, Monika; Chadha, Paramjit S.; Johri, Amer M.; Khanna, Narendra N.; Mavrogeni, Sophie; Laird, John R.; Sobel, David W.; Miner, Martin; Balestrieri, Antonella; Sfikakis, Petros P.; Tsoulfas, George; Misra, Durga Prasanna; Agarwal, Vikas; Kitas, George D.; Teji, Jagjit S.; Al-Maini, Mustafa; Dhanjil, Surinder K.; Nicolaides, Andrew; Sharma, Aditya; Rathore, Vijay; Fatemi, Mostafa; Alizad, Azra; Krishnan, Pudukode R.; Yadav, Rajanikant R.; Nagy, Frence; Kincses, Zsigmond Tamas; Ruzsa, Zoltan; Naidu, Subbaram; Viskovic, Klaudija; Kalra, Manudeep K.; Suri, Jasjit S. 分享 收藏 COVLIAS 2.0-cXAI: Cloud-Based Explainable Deep Learning System for COVID-19 Lesion Localization in Computed Tomography ScansSuri, Jasjit S.; Agarwal, Sushant; Chabert, Gian Luca; Carriero, Alessandro; Pasche, Alessio; Danna, Pietro S. C.; Saba, Luca; Mehmedovic, Armin; Faa, Gavino; Singh, Inder M.; Turk, Monika; Chadha, Paramjit S.; Johri, Amer M.; Khanna, Narendra N.; Mavrogeni, Sophie; Laird, John R.; Pareek, Gyan; Miner, Martin; Sobel, David W.; Balestrieri, Antonella; Sfikakis, Petros P.; Tsoulfas, George; Protogerou, Athanasios D.; Misra, Durga Prasanna; Agarwal, Vikas; Kitas, George D.; Teji, Jagjit S.; Al-Maini, Mustafa; Dhanjil, Surinder K.; Nicolaides, Andrew; Sharma, Aditya; Rathore, Vijay; Fatemi, Mostafa; Alizad, Azra; Krishnan, Pudukode R.; Nagy, Ferenc; Ruzsa, Zoltan; Fouda, Mostafa M.; Naidu, Subbaram; Viskovic, Klaudija; Kalra, Mannudeep K. 分享 收藏 COVLIAS 1.0Lesion vs. MedSeg: An Artificial Intelligence Framework for Automated Lesion Segmentation in COVID-19 Lung Computed Tomography ScansSuri, Jasjit S.; Agarwal, Sushant; Chabert, Gian Luca; Carriero, Alessandro; Pasche, Alessio; Danna, Pietro S. C.; Saba, Luca; Mehmedovic, Armin; Faa, Gavino; Singh, Inder M.; Turk, Monika; Chadha, Paramjit S.; Johri, Amer M.; Khanna, Narendra N.; Mavrogeni, Sophie; Laird, John R.; Pareek, Gyan; Miner, Martin; Sobel, David W.; Balestrieri, Antonella; Sfikakis, Petros P.; Tsoulfas, George; Protogerou, Athanasios D.; Misra, Durga Prasanna; Agarwal, Vikas; Kitas, George D.; Teji, Jagjit S.; Al-Maini, Mustafa; Dhanjil, Surinder K.; Nicolaides, Andrew; Sharma, Aditya; Rathore, Vijay; Fatemi, Mostafa; Alizad, Azra; Krishnan, Pudukode R.; Nagy, Ferenc; Ruzsa, Zoltan; Fouda, Mostafa M.; Naidu, Subbaram; Viskovic, Klaudija; Kalra, Manudeep K. 分享 收藏 COVLIAS 1.0 vs. MedSeg: Artificial Intelligence-Based Comparative Study for Automated COVID-19 Computed Tomography Lung Segmentation in Italian and Croatian CohortsSuri, Jasjit S.; Agarwal, Sushant; Carriero, Alessandro; Pasche, Alessio; Danna, Pietro S. C.; Columbu, Marta; Saba, Luca; Viskovic, Klaudija; Mehmedovic, Armin; Agarwal, Samriddhi; Gupta, Lakshya; Faa, Gavino; Singh, Inder M.; Turk, Monika; Chadha, Paramjit S.; Johri, Amer M.; Khanna, Narendra N.; Mavrogeni, Sophie; Laird, John R.; Pareek, Gyan; Miner, Martin; Sobel, David W.; Balestrieri, Antonella; Sfikakis, Petros P.; Tsoulfas, George; Protogerou, Athanasios; Misra, Durga Prasanna; Agarwal, Vikas; Kitas, George D.; Teji, Jagjit S.; Al-Maini, Mustafa; Dhanjil, Surinder K.; Nicolaides, Andrew; Sharma, Aditya; Rathore, Vijay; Fatemi, Mostafa; Alizad, Azra; Krishnan, Pudukode R.; Nagy, Ferenc; Ruzsa, Zoltan; Gupta, Archna; Naidu, Subbaram; Paraskevas, Kosmas I.; Kalra, Mannudeep K. 分享 收藏 分享 收藏 Inter-Variability Study of COVLIAS 1.0: Hybrid Deep Learning Models for COVID-19 Lung Segmentation in Computed TomographyCOVLIAS 1.0的互变性研究: 用于计算机断层扫描中新型冠状病毒肺炎肺分割的混合深度学习模型Suri, Jasjit S.; Agarwal, Sushant; Elavarthi, Pranav; Pathak, Rajesh; Ketireddy, Vedmanvitha; Columbu, Marta; Saba, Luca; Gupta, Suneet K.; Faa, Gavino; Singh, Inder M.; Turk, Monika; Chadha, Paramjit S.; Johri, Amer M.; Khanna, Narendra N.; Viskovic, Klaudija; Mavrogeni, Sophie; Laird, John R.; Pareek, Gyan; Miner, Martin; Sobel, David W.; Balestrieri, Antonella; Sfikakis, Petros P.; Tsoulfas, George; Protogerou, Athanasios; Misra, Durga Prasanna; Agarwal, Vikas; Kitas, George D.; Teji, Jagjit S.; Al-Maini, Mustafa; Dhanjil, Surinder K.; Nicolaides, Andrew; Sharma, Aditya; Rathore, Vijay; Fatemi, Mostafa; Alizad, Azra; Krishnan, Pudukode R.; Ferenc, Nagy; Ruzsa, Zoltan; Gupta, Archna; Naidu, Subbaram; Kalra, Mannudeep K. 分享 收藏 Systematic Review of Artificial Intelligence in Acute Respiratory Distress Syndrome for COVID-19 Lung Patients: A Biomedical Imaging PerspectiveSuri, Jasjit; Agarwal, Sushant; Gupta, Suneet; Puvvula, Anudeep; Viskovic, Klaudija; Suri, Neha; Alizad, Azra; El-Baz, Ayman; Saba, Luca; Fatemi, Mostafa; Naidu, D. Subbaram 分享 收藏 COVLIAS 1.0: Lung Segmentation in COVID-19 Computed Tomography Scans Using Hybrid Deep Learning Artificial Intelligence ModelsCOVLIAS 1.0: 使用混合深度学习人工智能模型在新型冠状病毒肺炎计算机断层扫描中的肺部分割Suri, Jasjit S.; Agarwal, Sushant; Pathak, Rajesh; Ketireddy, Vedmanvitha; Columbu, Marta; Saba, Luca; Gupta, Suneet K.; Faa, Gavino; Singh, Inder M.; Turk, Monika; Chadha, Paramjit S.; Johri, Amer M.; Khanna, Narendra N.; Viskovic, Klaudija; Mavrogeni, Sophie; Laird, John R.; Pareek, Gyan; Miner, Martin; Sobel, David W.; Balestrieri, Antonella; Sfikakis, Petros P.; Tsoulfas, George; Protogerou, Athanasios; Misra, Durga Prasanna; Agarwal, Vikas; Kitas, George D.; Teji, Jagjit S.; Al-Maini, Mustafa; Dhanjil, Surinder K.; Nicolaides, Andrew; Sharma, Aditya; Rathore, Vijay; Fatemi, Mostafa; Alizad, Azra; Krishnan, Pudukode R.; Frence, Nagy; Ruzsa, Zoltan; Gupta, Archna; Naidu, Subbaram; Kalra, Mannudeep 分享 收藏 A narrative review on characterization of acute respiratory distress syndrome in COVID-19-infected lungs using artificial intelligenceSuri, Jasjit S.; Agarwal, Sushant; Gupta, Suneet K.; Puvvula, Anudeep; Biswas, Mainak; Saba, Luca; Bit, Arindam; Tandel, Gopal S.; Agarwal, Mohit; Patrick, Anubhav; Faa, Gavino; Singh, Inder M.; Oberleitner, Ronald; Turk, Monika; Chadha, Paramjit S.; Johri, Amer M.; Sanches, J. Miguel; Khanna, Narendra N.; Viskovic, Klaudija; Mavrogeni, Sophie; Laird, John R.; Pareek, Gyan; Miner, Martin; Sobel, David W.; Balestrieri, Antonella; Sfikakis, Petros P.; Tsoulfas, George; Protogerou, Athanasios; Misra, Durga Prasanna; Agarwal, Vikas; Kitas, George D.; Ahluwalia, Puneet; Teji, Jagjit; Al-Maini, Mustafa; Dhanjil, Surinder K.; Sockalingam, Meyypan; Saxena, Ajit; Nicolaides, Andrew; Sharma, Aditya; Rathore, Vijay; Ajuluchukwu, Janet N. A.; Fatemi, Mostafa; Alizad, Azra; Viswanathan, Vijay; Krishnan, P. K.; Naidu, Subbaram 分享 收藏 分享 收藏 分享 收藏 分享 收藏 
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