Luigi Ferrucci

Publication Activity (10 Years)

Years Active: 2009-2024
Publications (10 Years): 23

Top Topics

Tissue Segmentation

Generative Model

Dna Copy Number

Top Venues

Medical Imaging: Image Processing

IEEE Trans. Biomed. Eng.

Publications

Xin Yu, Qi Yang, Han Liu, Ho Hin Lee, Yucheng Tang, Lucas W. Remedios, Michael E. Kim, Shunxing Bao, Ann Xenobia Moore, Luigi Ferrucci, Bennett A. Landman
Enhancing Single-Slice Segmentation with 3D-to-2D Unpaired Scan Distillation. CoRR (2024)
Xin Yu, Yucheng Tang, Qi Yang, Ho Hin Lee, Riqiang Gao, Shunxing Bao, Ann Zenobia Moore, Luigi Ferrucci, Bennett A. Landman
Longitudinal variability analysis on low-dose abdominal CT with deep learning-based segmentation. Medical Imaging: Image Processing (2023)
C'iana P. Cooper, Andrea T. Shafer, Nicole M. Armstrong, Yang An, Güray Erus, Christos Davatzikos, Luigi Ferrucci, Peter R. Rapp, Susan M. Resnick
Associations of baseline and longitudinal change in cerebellum volume with age-related changes in verbal learning and memory. NeuroImage 272 (2023)
Zhijian Yang, Junhao Wen, Ahmed Abdulkadir, Yuhan Cui, Güray Erus, Elizabeth Mamourian, Randa Melhem, Dhivya Srinivasan, Sindhuja T. Govindarajan, Jiong Chen, Mohamad Habes, Colin L. Masters, Paul Maruff, Jurgen Fripp, Luigi Ferrucci, Marilyn S. Albert, Sterling C. Johnson, John C. Morris, Pamela LaMontagne, Daniel S. Marcus, Tammie L. S. Benzinger, David A. Wolk, Li Shen, Jingxuan Bao, Susan M. Resnick, Haochang Shou, Ilya M. Nasrallah, Christos Davatzikos
Gene-SGAN: a method for discovering disease subtypes with imaging and genetic signatures via multi-view weakly-supervised deep clustering. CoRR (2023)
Xin Yu, Qi Yang, Yucheng Tang, Riqiang Gao, Shunxing Bao, Leon Y. Cai, Ho Hin Lee, Yuankai Huo, Ann Zenobia Moore, Luigi Ferrucci, Bennett A. Landman
Deep conditional generative models for longitudinal single-slice abdominal computed tomography harmonization. CoRR (2023)
Azubuike Okorie, Sokratis Makrogiannis, Richard G. Spencer, Rita R. Kalyani, Luigi Ferrucci
Semantic segmentation of individual muscle groups in 3D thigh MRI. Medical Imaging: Image Processing (2023)
Xin Yu, Qi Yang, Yucheng Tang, Riqiang Gao, Shunxing Bao, Leon Y. Cai, Ho Hin Lee, Yuankai Huo, Ann Zenobia Moore, Luigi Ferrucci, Bennett A. Landman
Reducing Positional Variance in Cross-sectional Abdominal CT Slices with Deep Conditional Generative Models. CoRR (2022)
Curtis Triebswetter, Matthew Kiely, Nikkita Khattar, Luigi Ferrucci, Susan M. Resnick, Richard G. Spencer, Mustapha Bouhrara
Differential associations between apolipoprotein E alleles and cerebral myelin content in normative aging. NeuroImage 251 (2022)
Xin Yu, Yucheng Tang, Qi Yang, Ho Hin Lee, Shunxing Bao, Ann Zenobia Moore, Luigi Ferrucci, Bennett A. Landman
Accelerating 2D abdominal organ segmentation with active learning. Medical Imaging: Image Processing (2022)
Xin Yu, Yucheng Tang, Qi Yang, Ho Hin Lee, Riqiang Gao, Shunxing Bao, Ann Zenobia Moore, Luigi Ferrucci, Bennett A. Landman
Longitudinal Variability Analysis on Low-dose Abdominal CT with Deep Learning-based Segmentation. CoRR (2022)
Qi Yang, Xin Yu, Ho Hin Lee, Yucheng Tang, Shunxing Bao, Kristofer S. Gravenstein, Ann Zenobia Moore, Sokratis Makrogiannis, Luigi Ferrucci, Bennett A. Landman
Quantification of muscle, bones, and fat on single slice thigh CT. Medical Imaging: Image Processing (2022)
Qi Yang, Xin Yu, Ho Hin Lee, Leon Y. Cai, Kaiwen Xu, Shunxing Bao, Yuankai Huo, Ann Zenobia Moore, Sokratis Makrogiannis, Luigi Ferrucci, Bennett A. Landman
Single Slice Thigh CT Muscle Group Segmentation with Domain Adaptation and Self-Training. CoRR (2022)
Xin Yu, Qi Yang, Yucheng Tang, Riqiang Gao, Shunxing Bao, Leon Y. Cai, Ho Hin Lee, Yuankai Huo, Ann Zenobia Moore, Luigi Ferrucci, Bennett A. Landman
Reducing Positional Variance in Cross-sectional Abdominal CT Slices with Deep Conditional Generative Models. MICCAI (8) (2022)
Nikkita Khattar, Curtis Triebswetter, Matthew Kiely, Luigi Ferrucci, Susan M. Resnick, Richard G. Spencer, Mustapha Bouhrara
Investigation of the association between cerebral iron content and myelin content in normative aging using quantitative magnetic resonance neuroimaging. NeuroImage 239 (2021)
Sokratis Makrogiannis, Azubuike Okorie, Taposh Biswas, Luigi Ferrucci
Multi-atlas-based tissue identification in the lower leg using pQCT. Medical Imaging: Image Processing (2020)
Nicole M. Armstrong, Yang An, John J. Shin, Owen A. Williams, Jimit Doshi, Güray Erus, Christos Davatzikos, Luigi Ferrucci, Lori Beason-Held, Susan M. Resnick
Associations between cognitive and brain volume changes in cognitively normal older adults. NeuroImage 223 (2020)
Ismail Irmakci, Sarfaraz Hussein, Aydogan Savran, Rita R. Kalyani, David Reiter, Chee W. Chia, Kenneth W. Fishbein, Richard G. S. Spencer, Luigi Ferrucci, Ulas Bagci
A Novel Extension to Fuzzy Connectivity for Body Composition Analysis: Applications in Thigh, Brain, and Whole Body Tissue Segmentation. IEEE Trans. Biomed. Eng. 66 (4) (2019)
Owen A. Williams, Yang An, Lori Beason-Held, Yuankai Huo, Luigi Ferrucci, Bennett A. Landman, Susan M. Resnick
Vascular burden and APOE ε4 are associated with white matter microstructural decline in cognitively normal older adults. NeuroImage 188 (2019)
Ismail Irmakci, Sarfaraz Hussein, Aydogan Savran, Rita R. Kalyani, David Reiter, Chee W. Chia, Kenneth W. Fishbein, Richard G. S. Spencer, Luigi Ferrucci, Ulas Bagci
A Novel Extension to Fuzzy Connectivity for Body Composition Analysis: Applications in Thigh, Brain, and Whole Body Tissue Segmentation. CoRR (2018)
Arianna Mencattini, Paola Casti, Davide Di Giuseppe, Giuseppina Callari, Marcello Salmeri, Stefano Bertazzoni, Eugenio Martinelli, Antonio L. Cricenti, Marco Luce, Innocenzo Sammarco, Antonio Pietroiusti, Andrea Magrini, Giorgio Isidoro Lesci, Luigi Ferrucci
A Deep Learning Strategy for Vision-Based Evaluation on the Effect of Nanoparticles Exposure. MeMeA (2018)
Yong Qian, Thomas J. Butler, Krista Opsahl-Ong, Nicholas S. Giroux, Carlo Sidore, Ramaiah Nagaraja, Francesco Cucca, Luigi Ferrucci, Gonçalo R. Abecasis, David Schlessinger, Jun Ding
fastMitoCalc: an ultra-fast program to estimate mitochondrial DNA copy number from whole-genome sequences. Bioinform. 33 (9) (2017)
Paola Casti, Arianna Mencattini, Innocenzo Sammarco, Sowmya Velappa Jayaraman, Gabriele Magna, Antonio L. Cricenti, Marco Luce, Antonio Pietroiusti, Giorgio Isidoro Lesci, Luigi Ferrucci, Andrea Magrini, Eugenio Martinelli, Corrado Di Natale
Robust classification of biological samples in atomic force microscopy images via multiple filtering cooperation. Knowl. Based Syst. 133 (2017)
Sokratis Makrogiannis, Kenneth W. Fishbein, A. Z. Moore, Richard G. S. Spencer, Luigi Ferrucci
Image-Based Tissue Distribution Modeling for Skeletal Muscle Quality Characterization. IEEE Trans. Biomed. Eng. 63 (4) (2016)
F. R. Lin, Luigi Ferrucci, Yang An, Joshua Oon Soo Goh, Jimit Doshi, E. J. Metter, Christos Davatzikos, Michael A. Kraut, Susan M. Resnick
Association of hearing impairment with brain volume changes in older adults. NeuroImage 90 (2014)
Sokratis Makrogiannis, Ramona Ramachandran, Chee W. Chia, Luigi Ferrucci
Automated abdominal fat quantification and food residue removal in CT. MMBIA (2012)
Madhav Thambisetty, Yang An, Anna Kinsey, Deepthi Koka, Muzamil Saleem, Andreas Gupsilonntert, Michael A. Kraut, Luigi Ferrucci, Christos Davatzikos, Simon Lovestone, Susan M. Resnick
Plasma clusterin concentration is associated with longitudinal brain atrophy in mild cognitive impairment. NeuroImage 59 (1) (2012)
Sokratis Makrogiannis, Suraj Serai, Kenneth W. Fishbein, Willie Laney, Catherine Schreiber, William B. Ershler, Luigi Ferrucci, Richard G. S. Spencer
Automated Quantification of Muscle and Fat in the Thigh from Water-, Fat- and Non-suppressed MR Images. BIBE (2010)
Lior Shamir, Salim Rahimi, Nikita Orlov, Luigi Ferrucci, Ilya G. Goldberg
Progression Analysis and Stage Discovery in Continuous Physiological Processes Using Image Computing. EURASIP J. Bioinform. Syst. Biol. 2010 (2010)
Lior Shamir, Shari M. Ling, William W. Scott, Angelo Bos, Nikita Orlov, Tomasz J. Macura, D. Mark Eckley, Luigi Ferrucci, Ilya G. Goldberg
Knee X-Ray Image Analysis Method for Automated Detection of Osteoarthritis. IEEE Trans. Biomed. Eng. 56 (2) (2009)
Lior Shamir, Shari M. Ling, Salim Rahimi, Luigi Ferrucci, Ilya G. Goldberg
Biometric identification using knee X-rays. Int. J. Biom. 1 (3) (2009)