未登录Attention-based hybrid deep learning models and its scientific validation for cardiovascular disease risk stratification基于注意力的混合深度学习模型及其在心血管疾病风险分层中的科学验证
Bhagawati, Mrinalini; Gupta, Siddharth; Paul, Sudip; Mantella, Laura; Johri, Amer M.; Laird, John R.; Tiwari, Ekta; Khanna, Narendra N.; Nicolaides, Andrew; Singh, Rajesh; Al-Maini, Mustafa; Saba, Luca; Suri, Jasjit S. .png)
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收藏Transformer and Attention-Based Architectures for Segmentation of Coronary Arterial Walls in Intravascular Ultrasound: A Narrative Review基于Transformer和注意力机制的血管内超声冠状动脉血管壁分割架构：一项叙述性综述Kumari, Vandana; Katiyar, Alok; Bhagawati, Mrinalini; Maindarkar, Mahesh; Gupta, Siddharth; Paul, Sudip; Chhabra, Tisha; Boi, Alberto; Tiwari, Ekta; Rathore, Vijay; Singh, Inder M.; Al-Maini, Mustafa; Anand, Vinod; Saba, Luca; Suri, Jasjit S. 分享 收藏 Cardiovascular Disease Risk Stratification Using Hybrid Deep Learning Paradigm: First of Its Kind on Canadian Trial Data使用混合深度学习范式进行心血管疾病风险分层: 加拿大试验数据的首次此类分类Bhagawati, Mrinalini; Paul, Sudip; Mantella, Laura; Johri, Amer M.; Gupta, Siddharth; Laird, John R.; Singh, Inder M.; Khanna, Narendra N.; Al-Maini, Mustafa; Isenovic, Esma R.; Tiwari, Ekta; Singh, Rajesh; Nicolaides, Andrew; Saba, Luca; Anand, Vinod; Suri, Jasjit S. 分享 收藏 COVLIAS 3.0: cloud-based quantized hybrid UNet3+ deep learning for COVID-19 lesion detection in lung computed tomographyAgarwal, 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 Artificial intelligence bias in medical system designs: a systematic review医疗系统设计中的人工智能偏差: 系统综述Kumar, Ashish; Aelgani, Vivekanand; Vohra, Rubeena; Gupta, Suneet K.; Bhagawati, Mrinalini; Paul, Sudip; Saba, Luca; Suri, Neha; Khanna, Narendra N.; Laird, John R.; Johri, Amer M.; Kalra, Manudeep; Fouda, Mostafa M.; Fatemi, Mostafa; Naidu, Subbaram; 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 Cardiovascular/Stroke Risk Stratification in Diabetic Foot Infection Patients Using Deep Learning-Based Artificial Intelligence: An Investigative Study基于深度学习的人工智能对糖尿病足感染患者进行心血管/卒中危险分层的调查研究Khanna, Narendra N.; Maindarkar, Mahesh A.; Viswanathan, Vijay; Puvvula, Anudeep; Paul, Sudip; Bhagawati, Mrinalini; Ahluwalia, Puneet; Ruzsa, Zoltan; Sharma, Aditya; Kolluri, Raghu; Krishnan, Padukone R.; Singh, Inder M.; Laird, John R.; Fatemi, Mostafa; Alizad, Azra; Dhanjil, Surinder K.; Saba, Luca; Balestrieri, Antonella; Faa, Gavino; Paraskevas, Kosmas, I; Misra, Durga Prasanna; Agarwal, Vikas; Sharma, Aman; Teji, Jagjit S.; Al-Maini, Mustafa; Nicolaides, Andrew; Rathore, Vijay; Naidu, Subbaram; Liblik, Kiera; Johri, Amer M.; Turk, Monika; Sobel, David W.; Miner, Martin; Viskovic, Klaudija; Tsoulfas, George; Protogerou, Athanasios D.; Mavrogeni, Sophie; Kitas, George D.; Fouda, Mostafa M.; Kalra, Mannudeep K.; Suri, Jasjit S. 分享 收藏 Deep Learning Paradigm for Cardiovascular Disease/Stroke Risk Stratification in Parkinson's Disease Affected by COVID-19: A Narrative Review深度学习范式用于受新型冠状病毒肺炎影响的帕金森病心血管疾病/卒中危险分层: 一项叙述性综述Suri, Jasjit S.; Maindarkar, Mahesh A.; Paul, Sudip; Ahluwalia, Puneet; Bhagawati, Mrinalini; Saba, Luca; Faa, Gavino; Saxena, Sanjay; Singh, Inder M.; Chadha, Paramjit S.; Turk, Monika; Johri, Amer; Khanna, Narendra N.; Viskovic, Klaudija; Mavrogeni, Sofia; Laird, John R.; Miner, Martin; Sobel, David W.; Balestrieri, Antonella; Sfikakis, Petros P.; Tsoulfas, George; Protogerou, Athanase D.; Misra, Durga Prasanna; Agarwal, Vikas; Kitas, George D.; Kolluri, Raghu; Teji, Jagjit S.; Al-Maini, Mustafa; Dhanjil, Surinder K.; Sockalingam, Meyypan; Saxena, Ajit; Sharma, Aditya; Rathore, Vijay; Fatemi, Mostafa; Alizad, Azra; Krishnan, Padukode R.; Omerzu, Tomaz; Naidu, Subbaram; Nicolaides, Andrew; Paraskevas, Kosmas, I; Kalra, Mannudeep; Ruzsa, Zoltan; Fouda, Mostafa M. 分享 收藏 Cardiovascular/Stroke Risk Assessment in Patients with Erectile Dysfunction-A Role of Carotid Wall Arterial Imaging and Plaque Tissue Characterization Using Artificial Intelligence Paradigm: A Narrative Review勃起功能障碍患者的心血管/中风风险评估-使用人工智能范式进行颈动脉壁动脉成像和斑块组织表征的作用: 叙事回顾Khanna, Narendra N.; Maindarkar, Mahesh; Saxena, Ajit; Ahluwalia, Puneet; Paul, Sudip; Srivastava, Saurabh K.; Cuadrado-Godia, Elisa; Sharma, Aditya; Omerzu, Tomaz; Saba, Luca; Mavrogeni, Sophie; Turk, Monika; Laird, John R.; Kitas, George D.; Fatemi, Mostafa; Barqawi, Al Baha; Miner, Martin; Singh, Inder M.; Johri, Amer; Kalra, Mannudeep M.; Agarwal, Vikas; Paraskevas, Kosmas, I; Teji, Jagjit S.; Fouda, Mostafa M.; Pareek, Gyan; Suri, Jasjit S. 分享 收藏 Cardiovascular Risk Stratification in Diabetic Retinopathy via Atherosclerotic Pathway in COVID-19/Non-COVID-19 Frameworks Using Artificial Intelligence Paradigm: A Narrative Review使用人工智能范式在新型冠状病毒肺炎/Non-COVID-19框架中通过动脉粥样硬化途径对糖尿病性视网膜病变进行心血管危险分层: 叙事综述Munjral, Smiksha; Maindarkar, Mahesh; Ahluwalia, Puneet; Puvvula, Anudeep; Jamthikar, Ankush; Jujaray, Tanay; Suri, Neha; Paul, Sudip; Pathak, Rajesh; Saba, Luca; Chalakkal, Renoh Johnson; Gupta, Suneet; Faa, Gavino; Singh, Inder M.; Chadha, Paramjit S.; Turk, Monika; 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.; Kolluri, Raghu; Teji, Jagjit; Al-Maini, Mustafa; Dhanjil, Surinder K.; Sockalingam, Meyypan; Saxena, Ajit; Sharma, Aditya; Rathore, Vijay; Fatemi, Mostafa; Alizad, Azra; Viswanathan, Vijay; Krishnan, Padukode R.; Omerzu, Tomaz; Naidu, Subbaram; Nicolaides, Andrew; Fouda, Mostafa M.; Suri, Jasjit S. 分享 收藏 分享 收藏 分享 收藏 Cardiovascular/Stroke Risk Stratification in Parkinson's Disease Patients Using Atherosclerosis Pathway and Artificial Intelligence Paradigm: A Systematic ReviewSuri, Jasjit S.; Paul, Sudip; Maindarkar, Maheshrao A.; Puvvula, Anudeep; Saxena, Sanjay; Saba, Luca; Turk, Monika; Laird, John R.; Khanna, Narendra N.; Viskovic, Klaudija; Singh, Inder M.; Kalra, Mannudeep; Krishnan, Padukode R.; Johri, Amer; Paraskevas, Kosmas I. 分享 收藏 A Powerful Paradigm for Cardiovascular Risk Stratification Using Multiclass, Multi-Label, and Ensemble-Based Machine Learning Paradigms: A Narrative ReviewSuri, Jasjit S.; Bhagawati, Mrinalini; Paul, Sudip; Protogerou, Athanasios D.; Sfikakis, Petros P.; Kitas, George D.; Khanna, Narendra N.; Ruzsa, Zoltan; Sharma, Aditya M.; Saxena, Sanjay; Faa, Gavino; Laird, John R.; Johri, Amer M.; Kalra, Manudeep K.; Paraskevas, Kosmas, I; Saba, Luca 分享 收藏 Understanding the bias in machine learning systems for cardiovascular disease risk assessment: The first of its kind reviewSuri, Jasjit S.; Bhagawati, Mrinalini; Paul, Sudip; Protogeron, Athanasios; Sfikakis, Petros P.; Kitas, George D.; Khanna, Narendra N.; Ruzsa, Zoltan; Sharma, Aditya M.; Saxena, Sanjay; Faa, Gavino; Paraskevas, Kosmas, I; Laird, John R.; Johri, Amer M.; Saba, Luca; Kalra, Manudeep 分享 收藏 分享 收藏 分享 收藏 分享 收藏 
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