MMMiguel Nobre MenezesCurrent PhD Students CompletedLinkedInPublications2025Non-invasive derivation of instantaneous free-wave ratio from invasive coronary angiography using a new deep learning artificial intelligence model and comparison with human operators’ performanceCatarina 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 MenezesThe International Journal of Cardiovascular Imaging journal summary2024Old Habits Die HardMiguel Nobre Menezes, Catarina Oliveira, João Lourenço Silva, Beatriz Valente Silva, João Silva Marques, Cláudio Guerreiro, J Guedes, Manuel Oliveira‐Santos, Arlindo L. Oliveira, Fausto J. PintoJACC Advances journal summaryCoronary Physiology Instantaneous Wave-Free Ratio (iFR) Derived From X-Ray Angiography Using Artificial Intelligence Deep Learning Models: A Pilot StudyMiguel Nobre Menezes, João Lourenço Silva, Beatriz Silva, Rita Marante de Oliveira, Tiago Rodrigues, Arlindo L. Oliveira, Fausto J. PintoThe Journal of invasive cardiology/The journal of invasive cardiology journal summary2023Development of a machine learning model using 12-lead ECG to improve acute dianosis of pulmonary embolismB V Silva, João Silva Marques, Miguel Nobre Menezes, Arlindo L. Oliveira, Fausto J. PintoEuropean Heart Journal journal summarySegmentation of X‐ray coronary angiography with an artificial intelligence deep learning model: Impact in operator visual assessment of coronary stenosis severityMiguel Nobre Menezes, Beatríz Silva, João Lourenço Silva, Tiago Rodrigues, João Silva Marques, Cláudio Guerreiro, J Guedes, Manuel Oliveira‐Santos, Arlindo L. Oliveira, Fausto J. PintoCatheterization and Cardiovascular Interventions journal summaryCoronary X-ray angiography segmentation using Artificial Intelligence: a multicentric validation study of a deep learning modelMiguel Nobre Menezes, João Lourenço Silva, Beatríz Silva, Tiago Rodrigues, Cláudio Guerreiro, J Guedes, Manuel Oliveira‐Santos, Arlindo L. Oliveira, Fausto J. PintoThe International Journal of Cardiovascular Imaging journal summaryArtificial intelligence-based diagnosis of acute pulmonary embolism: Development of a machine learning model using 12-lead electrocardiogramBeatriz Valente Silva, João Marques, Miguel Nobre Menezes, Arlindo L. Oliveira, Fausto J. PintoRevista Portuguesa de Cardiologia journal summary2022Stenosis Detection in X-ray Coronary Angiography with Deep Neural Networks Leveraged by Attention MechanismsPedro Van Stralen, Dinis L. Rodrigues, Arlindo L. Oliveira, Miguel Nobre Menezes, Fausto J. Pinto conference summaryEncoder-Decoder Architectures for Clinically Relevant Coronary Artery SegmentationJoão Lourenço Silva, Miguel Nobre Menezes, Tiago Rodrigues, Beatriz Silva, Fausto J. Pinto, Arlindo L. OliveiraLecture notes in computer science book Development of deep learning segmentation models for coronary X-ray angiography: Quality assessment by a new global segmentation score and comparison with human performanceMiguel Nobre Menezes, João Lourenço-Silva, Beatriz Silva, Tiago Rodrigues, Ana Rita Francisco, Pedro Santos Ferreira, Arlindo L. Oliveira, Fausto J. PintoRevista Portuguesa de Cardiologia journal summary2021Automated Detection of Coronary Artery Stenosis in X-ray Angiography using Deep Neural NetworksDinis L. Rodrigues, Miguel Nobre Menezes, Fausto J. Pinto, Arlindo L. OliveiraarXiv (Cornell University) preprint summaryDissertations supervisedStenosis detection in coronary X-ray angiographiesTomás NunesSupervised by Arlindo L. Oliveira, Miguel MenezesFinished MSc← All people
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’ performanceCatarina 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 MenezesThe International Journal of Cardiovascular Imaging journal summary
Old Habits Die HardMiguel Nobre Menezes, Catarina Oliveira, João Lourenço Silva, Beatriz Valente Silva, João Silva Marques, Cláudio Guerreiro, J Guedes, Manuel Oliveira‐Santos, Arlindo L. Oliveira, Fausto J. PintoJACC Advances journal summary
Coronary Physiology Instantaneous Wave-Free Ratio (iFR) Derived From X-Ray Angiography Using Artificial Intelligence Deep Learning Models: A Pilot StudyMiguel Nobre Menezes, João Lourenço Silva, Beatriz Silva, Rita Marante de Oliveira, Tiago Rodrigues, Arlindo L. Oliveira, Fausto J. PintoThe Journal of invasive cardiology/The journal of invasive cardiology journal summary
Development of a machine learning model using 12-lead ECG to improve acute dianosis of pulmonary embolismB V Silva, João Silva Marques, Miguel Nobre Menezes, Arlindo L. Oliveira, Fausto J. PintoEuropean Heart Journal journal summary
Segmentation of X‐ray coronary angiography with an artificial intelligence deep learning model: Impact in operator visual assessment of coronary stenosis severityMiguel Nobre Menezes, Beatríz Silva, João Lourenço Silva, Tiago Rodrigues, João Silva Marques, Cláudio Guerreiro, J Guedes, Manuel Oliveira‐Santos, Arlindo L. Oliveira, Fausto J. PintoCatheterization and Cardiovascular Interventions journal summary
Coronary X-ray angiography segmentation using Artificial Intelligence: a multicentric validation study of a deep learning modelMiguel Nobre Menezes, João Lourenço Silva, Beatríz Silva, Tiago Rodrigues, Cláudio Guerreiro, J Guedes, Manuel Oliveira‐Santos, Arlindo L. Oliveira, Fausto J. PintoThe International Journal of Cardiovascular Imaging journal summary
Artificial intelligence-based diagnosis of acute pulmonary embolism: Development of a machine learning model using 12-lead electrocardiogramBeatriz Valente Silva, João Marques, Miguel Nobre Menezes, Arlindo L. Oliveira, Fausto J. PintoRevista Portuguesa de Cardiologia journal summary
Stenosis Detection in X-ray Coronary Angiography with Deep Neural Networks Leveraged by Attention MechanismsPedro Van Stralen, Dinis L. Rodrigues, Arlindo L. Oliveira, Miguel Nobre Menezes, Fausto J. Pinto conference summary
Encoder-Decoder Architectures for Clinically Relevant Coronary Artery SegmentationJoão Lourenço Silva, Miguel Nobre Menezes, Tiago Rodrigues, Beatriz Silva, Fausto J. Pinto, Arlindo L. OliveiraLecture notes in computer science book
Development of deep learning segmentation models for coronary X-ray angiography: Quality assessment by a new global segmentation score and comparison with human performanceMiguel Nobre Menezes, João Lourenço-Silva, Beatriz Silva, Tiago Rodrigues, Ana Rita Francisco, Pedro Santos Ferreira, Arlindo L. Oliveira, Fausto J. PintoRevista Portuguesa de Cardiologia journal summary
Automated Detection of Coronary Artery Stenosis in X-ray Angiography using Deep Neural NetworksDinis L. Rodrigues, Miguel Nobre Menezes, Fausto J. Pinto, Arlindo L. OliveiraarXiv (Cornell University) preprint summary
Stenosis detection in coronary X-ray angiographiesTomás NunesSupervised by Arlindo L. Oliveira, Miguel MenezesFinished MSc