Radiology (Diagnostic, Molecular and Interventional Radiology)

Research output

Research output per year 1961 2012 2013 2014 2015 2016 2017 2018 2019 2020 2021 2022 2023

• 109051 Citations
• 143 h-index
• 1785 Article
• 388 Review article
• 216 Editorial
• 94 Comment/debate
• 181 More
  • 83 Letter
  • 50 Chapter
  • 28 Conference contribution
  • 13 Short survey
  • 4 Paper
  • 2 Book
  • 1 Foreword/postscript

Research output per year

Research output per year

Search results

• 2022

  Automated machine learning-based radiomics analysis versus deep learning-based classification for thyroid nodule on ultrasound images: a multi-center study

  Liu, Z., Deyer, L., Yang, A., Liu, S., Gong, J., Yang, Y., Huang, M., Doshi, A., Lu, M., Lee, D., Deyer, T. & Mei, X., 2022, Proceedings - IEEE 22nd International Conference on Bioinformatics and Bioengineering, BIBE 2022. Institute of Electrical and Electronics Engineers Inc., p. 23-28 6 p. (Proceedings - IEEE 22nd International Conference on Bioinformatics and Bioengineering, BIBE 2022).

  Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

  • Ultrasound Image 100%
  • Nodule 96%
  • Ultrasound 84%
  • Deep Learning 75%
  • Machine Learning 72%

• Automated measurements of leg length on radiographs by deep learning

  Liu, Z., Yang, A., Liu, S., Deyer, L., Deyer, T., Lee, H. C., Yang, Y., Lee, J., Fayad, Z. A., Hayden, B., Fauveau, V., Huang, M. & Mei, X., 2022, Proceedings - IEEE 22nd International Conference on Bioinformatics and Bioengineering, BIBE 2022. Institute of Electrical and Electronics Engineers Inc., p. 17-22 6 p. (Proceedings - IEEE 22nd International Conference on Bioinformatics and Bioengineering, BIBE 2022).

  Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

  • Deep Learning 100%
  • Computed Tomography 69%
  • Learning 66%
  • Deep learning 64%
  • Learning Algorithm 57%

• Deep Learning Models for 3D MRI Brain Classification: A Multi-sequence Comparison

  Pullig, M., Bergner, B., Doshi, A., Hennemuth, A., Fayad, Z. A. & Lippert, C., 2022, Bildverarbeitung für die Medizin 2022 - Proceedings, German Workshop on Medical Image Computing. Maier-Hein, K., Deserno, T. M., Handels, H., Maier, A., Palm, C. & Tolxdorff, T. (eds.). Springer Science and Business Media Deutschland GmbH, p. 204-209 6 p. (Informatik aktuell).

  Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

• Learning Optimal K-space Acquisition and Reconstruction using Physics-Informed Neural Networks

  Peng, W., Feng, L., Zhao, G. & Liu, F., 2022, Proceedings - 2022 IEEE/CVF Conference on Computer Vision and Pattern Recognition, CVPR 2022. IEEE Computer Society, p. 20762-20771 10 p. (Proceedings of the IEEE Computer Society Conference on Computer Vision and Pattern Recognition; vol. 2022-June).

  Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

  • Magnetic resonance 100%
  • Physics 83%
  • Ordinary differential equations 76%
  • Sampling 67%
  • Neural networks 58%
  1 Scopus citations
• 2021

  Radiomic texture analysis for the assessment of osteoporosis on low-dose thoracic CT scans

  Fuhrman, J. D., Kremer, L., Zhu, Y., Yip, R., Li, F., Lan, L., Li, H., Jirapatnakul, A., Henschke, C. I., Yankelevitz, D. F. & Giger, M. L., 2021, Medical Imaging 2021: Computer-Aided Diagnosis. Mazurowski, M. A. & Drukker, K. (eds.). SPIE, 1159730. (Progress in Biomedical Optics and Imaging - Proceedings of SPIE; vol. 11597).

  Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

  • vertebrae 100%
  • osteoporosis 97%
  • Computerized tomography 80%
  • Crystalline Texture 63%
  • Osteoporosis 57%
• 2020

  A Myocardial T1-Mapping Framework with Recurrent and U-Net Convolutional Neural Networks

  Jeelani, H., Yang, Y., Zhou, R., Kramer, C. M., Salerno, M. & Weller, D. S., Apr 2020, ISBI 2020 - 2020 IEEE International Symposium on Biomedical Imaging. IEEE Computer Society, p. 1941-1944 4 p. 9098459. (Proceedings - International Symposium on Biomedical Imaging; vol. 2020-April).

  Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

  • Magnetic resonance 100%
  • Convolution 94%
  • Deep neural networks 93%
  • Noise 88%
  • Convolutional neural networks 87%
  10 Scopus citations

• Cascade of U-Nets in the detection and classification of coronary artery calcium in thoracic low-dose CT

  Fuhrman, J. D., Yip, R., Jirapatnakul, A. C., Henschke, C. I., Yankelevitz, D. F. & Giger, M. L., 2020, Medical Imaging 2020: Computer-Aided Diagnosis. Hahn, H. K. & Mazurowski, M. A. (eds.). SPIE, 113140A. (Progress in Biomedical Optics and Imaging - Proceedings of SPIE; vol. 11314).

  Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

  • arteries 100%
  • Calcium 96%
  • calcium 87%
  • cascades 76%
  • Coronary Vessels 72%
  1 Scopus citations

• Effect of observer variability and training cases on U-Net segmentation performance

  Fuhrman, J. D., Halloran, P., Yip, R., Jirapatnakul, A. C., Henschke, C. I., Yankelevitz, D. F. & Giger, M. L., 2020, Medical Imaging 2020: Image Perception, Observer Performance, and Technology Assessment. Samuelson, F. W. & Taylor-Phillips, S. (eds.). SPIE, 113160T. (Progress in Biomedical Optics and Imaging - Proceedings of SPIE; vol. 11316).

  Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

  • Medical imaging 100%
  • Diagnostic Imaging 91%
  • education 86%
  • White 74%
  • Computerized tomography 54%
• 2018

  Direct 4D Patlak 18F-FDG PET/MR for the Multi-Parametric Assessment of active cardiac sarcoidosis

  Karakatsanis, N. A., Trivieri, M. G., Abgral, R., Dweck, M. R., Robson, P. M., Mani, V., Padilla, M. M., Miller, M., Lala, A., Sanz, J., Contreras, J., Narula, J., Fuster, V., Kovacic, J. C. & Fayad, Z. A., 12 Nov 2018, 2017 IEEE Nuclear Science Symposium and Medical Imaging Conference, NSS/MIC 2017 - Conference Proceedings. Institute of Electrical and Electronics Engineers Inc., 8532794. (2017 IEEE Nuclear Science Symposium and Medical Imaging Conference, NSS/MIC 2017 - Conference Proceedings).

  Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

  • Sarcoidosis 100%
  • Gadolinium 98%
  • Fluorodeoxyglucose F18 96%
  • gadolinium 76%
  • myocardium 60%
  2 Scopus citations

• Fully automated gynecomastia quantification from low-dose chest CT

  Liu, S., Sonnenblick, E. B., Azour, L., Yankelevitz, D. F., Henschke, C. I. & Reeves, A. P., 2018, Medical Imaging 2018: Computer-Aided Diagnosis. Mori, K. & Petrick, N. (eds.). SPIE, 1057524. (Progress in Biomedical Optics and Imaging - Proceedings of SPIE; vol. 10575).

  Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

  • Gynecomastia 100%
  • chest 90%
  • Computerized tomography 88%
  • Toxicity 84%
  • Medical problems 78%
  1 Scopus citations

• PET-driven respiratory phase tracking and self-gating of PET data: Clinical demonstration of enhanced lesion detectability in cardiovascular PET/MRI

  Karakatsanis, N. A., Robson, P. M., Dweck, M. R., Trivieri, M. G., Calcagno, C., Mani, V., Faul, D. D., Tsoumpas, C. & Fayad, Z. A., 12 Nov 2018, 2017 IEEE Nuclear Science Symposium and Medical Imaging Conference, NSS/MIC 2017 - Conference Proceedings. Institute of Electrical and Electronics Engineers Inc., 8532939. (2017 IEEE Nuclear Science Symposium and Medical Imaging Conference, NSS/MIC 2017 - Conference Proceedings).

  Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

  • lesions 100%
  • Magnetic resonance imaging 96%
  • Demonstrations 75%
  • Sodium Fluoride 72%
  • lists 63%
  1 Scopus citations

• SUV/Patlak-4D whole-body PET/CT dynamic and parametric imaging: Clinical demonstration and validation of SUV synthesis from dynamic passes

  Karakatsanis, N. A., Casey, M. E., Knesaurek, K., Fayad, Z. A. & Kostakoglu, L., 12 Nov 2018, 2017 IEEE Nuclear Science Symposium and Medical Imaging Conference, NSS/MIC 2017 - Conference Proceedings. Institute of Electrical and Electronics Engineers Inc., 8532712. (2017 IEEE Nuclear Science Symposium and Medical Imaging Conference, NSS/MIC 2017 - Conference Proceedings).

  Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

  • Medical imaging 100%
  • Body Image 99%
  • Demonstrations 71%
  • Fluorodeoxyglucose F18 69%
  • synthesis 63%
  10 Scopus citations
• 2017

  18F-FDG:18F-NaF PET/MR Multi-parametric imaging with kinetics-based bone segmentation for enhanced dual-tracer PET quantification

  Karakatsanis, N. A., Abgral, R., Boeykens, G., Dweck, M. R., Robson, P. M., Trivieri, M. G., Calgano, C., Tsoumpas, C. & Fayad, Z. A., 16 Oct 2017, 2016 IEEE Nuclear Science Symposium, Medical Imaging Conference and Room-Temperature Semiconductor Detector Workshop, NSS/MIC/RTSD 2016. Institute of Electrical and Electronics Engineers Inc., 8069386. (2016 IEEE Nuclear Science Symposium, Medical Imaging Conference and Room-Temperature Semiconductor Detector Workshop, NSS/MIC/RTSD 2016; vol. 2017-January).

  Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

  • Sodium Fluoride 100%
  • Positron emission tomography 87%
  • Positron 74%
  • Tracers 73%
  • Fluorodeoxyglucose F18 67%
  5 Scopus citations

• A new method for predicting CT lung nodule volume measurement performance

  Avila, R. S., Jirapatnakul, A., Subramaniam, R. & Yankelevitz, D., 2017, Medical Imaging 2017: Computer-Aided Diagnosis. Petrick, N. A. & Armato, S. G. (eds.). SPIE, 101343Y. (Progress in Biomedical Optics and Imaging - Proceedings of SPIE; vol. 10134).

  Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

  • Volume measurement 100%
  • nodules 93%
  • Lung Volume Measurements 92%
  • lungs 76%
  • Sphere 59%

• Fully automated breast density assessment from low-dose chest CT

  Liu, S., Margolies, L. R., Xie, Y., Yankelevitz, D. F., Henschke, C. I. & Reeves, A. P., 2017, Medical Imaging 2017: Computer-Aided Diagnosis. Petrick, N. A. & Armato, S. G. (eds.). SPIE, 101340R. (Progress in Biomedical Optics and Imaging - Proceedings of SPIE; vol. 10134).

  Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

  • Breast Density 100%
  • chest 91%
  • breast 76%
  • Tissue 61%
  • Computerized tomography 59%
  6 Scopus citations

• Identification of early-stage usual interstitial pneumonia from low-dose chest CT scans using fractional high-density lung distribution

  Xie, Y., Salvatore, M., Liu, S., Jirapatnakul, A., Yankelevitz, D. F., Henschke, C. I. & Reeves, A. P., 2017, Medical Imaging 2017: Computer-Aided Diagnosis. Petrick, N. A. & Armato, S. G. (eds.). SPIE, 1013408. (Progress in Biomedical Optics and Imaging - Proceedings of SPIE; vol. 10134).

  Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

  • pneumonia 100%
  • chest 75%
  • Computerized tomography 73%
  • Idiopathic Pulmonary Fibrosis 72%
  • lungs 65%
  1 Scopus citations

• Material decomposition in an arbitrary number of dimensions using noise compensating projection

  O'Donnell, T., Halaweish, A., Cormode, D., Cheheltani, R., Fayad, Z. A. & Mani, V., 2017, Medical Imaging 2017: Physics of Medical Imaging. Schmidt, T. G., Lo, J. Y. & Flohr, T. G. (eds.). SPIE, 101323A. (Progress in Biomedical Optics and Imaging - Proceedings of SPIE; vol. 10132).

  Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

  • Algebra 100%
  • algebra 90%
  • Noise 88%
  • projection 76%
  • decomposition 72%
• 2016

  Brain tissue micro-structure imaging from diffusion MRI using least squares variable separation

  Farooq, H., Xu, J., Yacoub, E., Georgiou, T. & Lenglet, C., 2016, Computational Diffusion MRI - MICCAI Workshop, 2015. Rathi, Y., Fuster, A., Ghosh, A., Kaden, E. & Reisert, M. (eds.). Springer Heidelberg, p. 55-64 10 p. (Mathematics and Visualization; vol. none).

  Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

  • Microstructure 100%
  • Imaging 97%
  • Brain 96%
  • Magnetic resonance imaging 92%
  • Least Squares 78%
  1 Scopus citations

• Optimal selection of thresholds for photon counting CT

  O'Donnell, T., Schoeck, F., Cheheltani, R., Cormode, D. & Fayad, Z. A., 2016, Medical Imaging 2016: Physics of Medical Imaging. Kontos, D., Lo, J. Y. & Flohr, T. G. (eds.). SPIE, 97831P. (Progress in Biomedical Optics and Imaging - Proceedings of SPIE; vol. 9783).

  Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

  • Photons 100%
  • Photon 81%
  • counting 73%
  • thresholds 51%
  • photons 46%
  1 Scopus citations
• 2015

  Neural correlates of ankle movements during different motor tasks: A feasibility study

  Iandolo, R., Marre, I., Bellini, A., Bommarito, G., Oesingmann, N., Fleysher, L., Levrero, F., Mancardi, G., Casadio, M. & Inglese, M., 4 Nov 2015, 2015 37th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, EMBC 2015. Institute of Electrical and Electronics Engineers Inc., p. 4679-4682 4 p. 7319438. (Proceedings of the Annual International Conference of the IEEE Engineering in Medicine and Biology Society, EMBS; vol. 2015-November).

  Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

  • Feasibility Studies 100%
  • Motor Cortex 96%
  • Ankle 89%
  • Chemical activation 42%
  • Brain 39%
  2 Scopus citations

• Segmentation of the whole breast from low-dose chest CT images

  Liu, S., Salvatore, M., Yankelevitz, D. F., Henschke, C. I. & Reeves, A. P., 2015, Medical Imaging 2015: Computer-Aided Diagnosis. Hadjiiski, L. M. & Tourassi, G. D. (eds.). SPIE, 94140I. (Progress in Biomedical Optics and Imaging - Proceedings of SPIE; vol. 9414).

  Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

  • Glandular 100%
  • chest 84%
  • breast 71%
  • Screening 62%
  • Indicator 59%
  8 Scopus citations
• 2014

  Automated coronary artery calcification detection on low-dose chest CT images

  Xie, Y., Cham, M. D., Henschke, C., Yankelevitz, D. & Reeves, A. P., 2014, Medical Imaging 2014: Computer-Aided Diagnosis. SPIE, 90350F. (Progress in Biomedical Optics and Imaging - Proceedings of SPIE; vol. 9035).

  Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

  • calcification 100%
  • Marking 93%
  • chest 85%
  • arteries 76%
  • Valve 72%
  20 Scopus citations
• 2012

  Heart region segmentation from low-dose CT scans: An anatomy based approach

  Reeves, A. P., Biancardi, A. M., Yankelevitz, D. F., Cham, M. D. & Henschke, C. I., 2012, Medical Imaging 2012: Image Processing. 83142A. (Progress in Biomedical Optics and Imaging - Proceedings of SPIE; vol. 8314).

  Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

  • Marking 100%
  • anatomy 90%
  • Computerized tomography 89%
  • Anatomy 59%
  • Dose 55%
  8 Scopus citations

• Radial k-space acquisition improves robustness of MR-based attenuation maps for MR/PET quantification in an animal imaging study of the abdomen

  Bini, J., Robson, P., Calcagno, C., Millon, A., Lobatto, M. & Fayad, Z. A., 2012, 2012 IEEE Signal Processing in Medicine and Biology Symposium, SPMB 2012. 6469451. (2012 IEEE Signal Processing in Medicine and Biology Symposium, SPMB 2012).

  Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

  • Positron emission tomography 100%
  • Animals 69%
  • Imaging techniques 55%
  • Photons 6%
  • Trajectories 3%
  1 Scopus citations
• 2010

  PET performance of the GEMINI TF PET - MR: The world's first whole body PET - MRI scanner

  Ojha, N., Griesmer, J., Hu, Z., Shao, L., Izquierdo, D., MacHac, J., Ratib, O., Zaidi, H., Fuster, V. & Fayad, Z. A., 2010, IEEE Nuclear Science Symposuim and Medical Imaging Conference, NSS/MIC 2010. p. 2013-2015 3 p. 5874129. (IEEE Nuclear Science Symposium Conference Record).

  Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

  • Positron Emission Tomography Computed Tomography 100%
  • scanners 86%
  • magnetic shielding 47%
  • gantry cranes 46%
  • performance 40%
  4 Scopus citations
• 2002

  MRI: Advances in the structural, molecular identification, and characterization of atherosclerotic plaques

  Fayad, Z. A., 2002, 2002 IEEE International Symposium on Biomedical Imaging, ISBI 2002 - Proceedings. IEEE Computer Society, p. 149-152 4 p. 1029215. (Proceedings - International Symposium on Biomedical Imaging; vol. 2002-January).

  Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

  • Animal Disease Models 100%
  • Molecular Imaging 90%
  • Magnetic resonance imaging 80%
  • Atherosclerotic Plaques 80%
  • Contrast Media 70%
• 1991

  Texture analysis via unsupervised and supervised learning

  Greenspan, H., Goodman, R. & Chellappa, R., 1991, Proceedings. IJCNN-91-Seattle: International Joint Conference on Neural Networks. Anon (ed.). Publ by IEEE, p. 639-644 6 p. (Proceedings. IJCNN-91-Seattle: International Joint Conference on Neural Networks).

  Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

  • Unsupervised learning 100%
  • Supervised learning 92%
  • Textures 70%
  • Wavelet decomposition 53%
  • Vector quantization 49%
  13 Scopus citations
• 1987

  KNOWLEDGE-BASED SYSTEM FOR INTERPRETING CARDIOVASCULAR NUCLEAR MEDICINE IMAGES.

  Ezquerra, N. F., Shapiro, S., Garcia, E. V., DePuey, E. G. & Hise, H. L., 1987, Computers in Cardiology. IEEE, p. 3-8 6 p. (Computers in Cardiology).

  Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

  • Nuclear medicine 100%
  • Expert Systems 90%
  • Knowledge Bases 78%
  • Nuclear Medicine 75%
  • Knowledge based systems 71%
  1 Scopus citations