preprint · Research Square · 2024

Non-invasive derivation of instantaneous free-wave ratio from Invasive Coronary Angiography using a new Deep Learning Artificial Intelligence model and comparison with Human operators’ performance

Catarina R. Oliveira, Marta Vilela, João Silva Marques, Cláudia Jorge, Tiago Rodrigues, Ana Rita Francisco, Rita Marante de Oliveira, Beatríz Silva, João Lourenço Silva, Arlindo L. Oliveira, Fausto J. Pinto, Miguel Nobre Menezes · 0 citations

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Coronary Physiology Instantaneous Wave-Free Ratio (iFR) Derived From X-Ray Angiography Using Artificial Intelligence Deep Learning Models: A Pilot Study

Miguel Nobre Menezes, João Lourenço Silva, Beatriz Silva, Rita Marante de Oliveira, Tiago Rodrigues, Arlindo L. Oliveira, Fausto J. Pinto

The Journal of invasive cardiology/The journal of invasive cardiology journal

Segmentation of X‐ray coronary angiography with an artificial intelligence deep learning model: Impact in operator visual assessment of coronary stenosis severity

Miguel Nobre Menezes, Beatríz Silva, João Lourenço Silva, Tiago Rodrigues, João Silva Marques, Cláudio Guerreiro, J Guedes, Manuel Oliveira‐Santos, Arlindo L. Oliveira, Fausto J. Pinto

Catheterization and Cardiovascular Interventions journal

Development of deep learning segmentation models for coronary X-ray angiography: Quality assessment by a new global segmentation score and comparison with human performance

Miguel Nobre Menezes, João Lourenço-Silva, Beatriz Silva, Tiago Rodrigues, Ana Rita Francisco, Pedro Santos Ferreira, Arlindo L. Oliveira, Fausto J. Pinto

Revista Portuguesa de Cardiologia journal

Coronary X-ray angiography segmentation using Artificial Intelligence: a multicentric validation study of a deep learning model

Miguel Nobre Menezes, João Lourenço Silva, Beatríz Silva, Tiago Rodrigues, Cláudio Guerreiro, J Guedes, Manuel Oliveira‐Santos, Arlindo L. Oliveira, Fausto J. Pinto

The International Journal of Cardiovascular Imaging journal

Artificial intelligence-based diagnosis of acute pulmonary embolism: Development of a machine learning model using 12-lead electrocardiogram

Beatriz Valente Silva, João Marques, Miguel Nobre Menezes, Arlindo L. Oliveira, Fausto J. Pinto

Revista Portuguesa de Cardiologia journal

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