Slomka, Piotr J.

Machine learning for prediction of all-cause mortality in patients with suspected coronary artery disease: a 5-year multicentre prospective registry analysis

Motwani, M., Dey, D., Berman, D. S., Germano, G., Achenbach, S., Al-Mallah, M. H., Andreini, D., Budoff, M. J., Cademartiri, F., Callister, T. Q., et al. (2016) · European Heart Journal

Cardiac Imaging and DiagnosticsArtificial Intelligence in Healthcare

Cited by 692

Clinical applications of machine learning in cardiovascular disease and its relevance to cardiac imaging

Al’Aref, S. J., Anchouche, K., Singh, G., Slomka, P. J., Kolli, K. K., Kumar, A., Pandey, M., Maliakal, G., van Rosendael, A. R., Beecy, A. N., et al. (2019) · European Heart Journal

Artificial Intelligence in Healthcare and EducationArtificial Intelligence in Healthcare

Cited by 534

Contrast-enhanced computed tomography assessment of aortic stenosis

Cartlidge, T. R., Bing, R., Kwiecinski, J., Guzzetti, E., Pawade, T. A., Doris, M. K., Adamson, P. D., Massera, D., Lembo, M., Peeters, F. E. C. M., et al. (2021) · Heart

Cardiac Valve Diseases and TreatmentsCardiac Imaging and Diagnostics

Cited by 82

Enhancing Cardiac PET by Motion Correction Techniques

Rubeaux, M., Doris, M. K., Alessio, A., & Slomka, P. J. (2017) · Current Cardiology Reports

Medical Imaging Techniques and ApplicationsCardiac Imaging and Diagnostics

Cited by 48

Predicting mortality from AI cardiac volumes mass and coronary calcium on chest computed tomography

Miller, R. J. H., Killekar, A., Shanbhag, A., Bednarski, B., Michalowska, A. M., Ruddy, T. D., Einstein, A. J., Newby, D. E., Lemley, M., Pieszko, K., et al. (2024) · Nature Communications

Cardiac Imaging and DiagnosticsArtificial Intelligence in Healthcare and Education

Cited by 44

Gating Approaches in Cardiac PET Imaging

Lassen, M. L., Kwiecinski, J., & Slomka, P. J. (2019) · PET Clinics

Cardiac Imaging and DiagnosticsMedical Imaging Techniques and Applications

Cited by 38

Non-calcific aortic tissue quantified from computed tomography angiography improves diagnosis and prognostication of patients referred for transcatheter aortic valve implantation

Grodecki, K., Tamarappoo, B. K., Huczek, Z., Jedrzejczyk, S., Cadet, S., Kwiecinski, J., Rymuza, B., Parma, R., Olasinska-Wisniewska, A., Fijalkowska, J., et al. (2021) · European Heart Journal - Cardiovascular Imaging

Cardiac Valve Diseases and TreatmentsAortic Disease and Treatment Approaches

Cited by 38

AI-Defined Cardiac Anatomy Improves Risk Stratification of Hybrid Perfusion Imaging

Miller, R. J. H., Shanbhag, A., Killekar, A., Lemley, M., Bednarski, B., Kavanagh, P. B., Feher, A., Miller, E. J., Bateman, T., Builoff, V., et al. (2024) · JACC: Cardiovascular Imaging

Cardiac Imaging and DiagnosticsArtificial Intelligence in Healthcare and Education

Cited by 33

Quantitative Computed Tomography Angiography for the Evaluation of Valvular Fibrocalcific Volume in Aortic Stenosis

Lembo, M., Joshi, S. S., Geers, J., Bing, R., Carnevale, L., Pawade, T. A., Doris, M. K., Tzolos, E., Grodecki, K., Cadet, S., et al. (2024) · JACC: Cardiovascular Imaging

Cardiac Valve Diseases and TreatmentsCardiac Imaging and Diagnostics

Cited by 29

Quantification of Aortic Valve Fibrotic and Calcific Tissue from CTA: Prospective Comparison with Histology

Grodecki, K., Olasińska-Wiśniewska, A., Cyran, A., Urbanowicz, T., Kwieciński, J., Geers, J., Tamarappoo, B. K., Perek, B., Gocoł, R., Nawara-Skipirzepa, J., et al. (2024) · Radiology

Cardiac Valve Diseases and TreatmentsCardiac Imaging and Diagnostics

Cited by 20

AI for Multistructure Incidental Findings and Mortality Prediction at Chest CT in Lung Cancer Screening

Marcinkiewicz, A. M., Buchwald, M., Shanbhag, A., Bednarski, B. P., Killekar, A., Miller, R. J. H., Builoff, V., Lemley, M., Berman, D. S., Dey, D., et al. (2024) · Radiology

Radiomics and Machine Learning in Medical ImagingLung Cancer Diagnosis and Treatment

Cited by 20

Holistic AI analysis of hybrid cardiac perfusion images for mortality prediction

Marcinkiewicz, A. M., Zhang, W., Shanbhag, A., Miller, R. J. H., Lemley, M., Ramirez, G., Buchwald, M., Killekar, A., Kavanagh, P. B., Feher, A., et al. (2025) · npj Digital Medicine

Cardiac Imaging and DiagnosticsRadiomics and Machine Learning in Medical Imaging

Cited by 12

Characterization of Aortic Valve Stenosis by CT Angiography in a Diverse US Cohort

Lorenzatti, D., Filtz, A., Pina, P., Geers, J., Gilman, J., Daich, J., Ippolito, P., Aftab, A., Schenone, A. L., Gongora, C. A., et al. (2025) · Circulation: Cardiovascular Imaging

Cardiac Valve Diseases and TreatmentsAortic Disease and Treatment Approaches

Cited by 7

Automated proximal coronary artery calcium identification using artificial intelligence: advancing cardiovascular risk assessment

Zhou, J., Shanbhag, A. D., Han, D., Marcinkiewicz, A. M., Buchwald, M., Miller, R. J. H., Killekar, A., Manral, N., Grodecki, K., Geers, J., et al. (2025) · European Heart Journal - Cardiovascular Imaging

Cardiac Imaging and DiagnosticsArtificial Intelligence in Healthcare and Education

Cited by 6