Felix Liu, MS
Comp and Data Science Research
Radiology
School of Medicine

Education & Training

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• MS Biomedical Imaging Boston University 2010
• BS Biomedical Engineering Boston University 2008

Publications (19)

Top publication keywords:
Hip JointHipMagnetic Resonance ImagingRadiographic Image Interpretation, Computer-AssistedOsteoarthritis, HipMenisci, TibialNAV1.5 Voltage-Gated Sodium ChannelKneeOsteoarthritisKnee JointRadiographyTibiaOsteoarthritis, KneeFemurCartilage, Articular

• Uncovering associations between data-driven learned qMRI biomarkers and chronic pain.
  Scientific reports 2021 Morales AG, Lee JJ, Caliva F, Iriondo C, Liu F, Majumdar S, Pedoia V
• Deep learning for large scale MRI-based morphological phenotyping of osteoarthritis.
  Scientific reports 2021 Namiri NK, Lee J, Astuto B, Liu F, Shah R, Majumdar S, Pedoia V
• Towards understanding mechanistic subgroups of osteoarthritis: 8-year cartilage thickness trajectory analysis.
  Journal of orthopaedic research : official publication of the Orthopaedic Research Society 2020 Iriondo C, Liu F, Calivà F, Kamat S, Majumdar S, Pedoia V
• T2 analysis of the entire osteoarthritis initiative dataset.
  Journal of orthopaedic research : official publication of the Orthopaedic Research Society 2020 Razmjoo A, Caliva F, Lee J, Liu F, Joseph GB, Link TM, Majumdar S, Pedoia V
• Patterns of Change Over Time in Knee Bone Shape Are Associated with Sex.
  Clinical orthopaedics and related research 2020 Wise BL, Niu J, Zhang Y, Liu F, Pang J, Lynch JA, Lane NE

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• Learning osteoarthritis imaging biomarkers from bone surface spherical encoding.
  Magnetic resonance in medicine 2020 Morales Martinez A, Caliva F, Flament I, Liu F, Lee J, Cao P, Shah R, Majumdar S, Pedoia V
• Development and Validation of a Multitask Deep Learning Model for Severity Grading of Hip Osteoarthritis Features on Radiographs.
  Radiology 2020 von Schacky CE, Sohn JH, Liu F, Ozhinsky E, Jungmann PM, Nardo L, Posadzy M, Foreman SC, Nevitt MC, Link TM, Pedoia V
• Feasibility and Acceptability of Technology-Based Exercise and Posture Training in Older Adults With Age-Related Hyperkyphosis: Pre-Post Study.
  JMIR aging 2019 Katzman WB, Gladin A, Lane NE, Wong S, Liu F, Jin C, Fukuoka Y
• Bone shape mediates the relationship between sex and incident knee osteoarthritis.
  BMC musculoskeletal disorders 2018 Wise BL, Niu J, Zhang Y, Liu F, Pang J, Lynch JA, Lane NE
• Association of weight change with progression of meniscal intrasubstance degeneration over 48 months: Data from the Osteoarthritis Initiative.
  European radiology 2017 Guimaraes JB, Nevitt MC, McCulloch CE, Schwaiger BJ, Gersing AS, Facchetti L, Bucknor MD, Chanchek N, Liu F, Joseph GB, Link TM
• Fine-mapping, novel loci identification, and SNP association transferability in a genome-wide association study of QRS duration in African Americans.
  Human molecular genetics 2016 Evans DS, Avery CL, Nalls MA, Li G, Barnard J, Smith EN, Tanaka T, Butler AM, Buxbaum SG, Alonso A, Arking DE, Berenson GS, Bis JC, Buyske S, Carty CL, Chen W, Chung MK, Cummings SR, Deo R, Eaton CB, …
• The association of distal femur and proximal tibia shape with sex: The Osteoarthritis Initiative.
  Seminars in arthritis and rheumatism 2016 Wise BL, Liu F, Kritikos L, Lynch JA, Parimi N, Zhang Y, Lane NE
• Variations in Hip Shape Are Associated with Radiographic Knee Osteoarthritis: Cross-sectional and Longitudinal Analyses of the Johnston County Osteoarthritis Project.
  The Journal of rheumatology 2015 Nelson AE, Golightly YM, Renner JB, Schwartz TA, Liu F, Lynch JA, Gregory JS, Aspden RM, Lane NE, Jordan JM
• Femoroacetabular Impingement: Prevalent and Often Asymptomatic in Older Men: The Osteoporotic Fractures in Men Study.
  Clinical orthopaedics and related research 2015 Nardo L, Parimi N, Liu F, Lee S, Jungmann PM, Nevitt MC, Link TM, Lane NE, Osteoporotic Fractures in Men (MrOS) Research Group
• Cartilage lesion score: comparison of a quantitative assessment score with established semiquantitative MR scoring systems.
  Radiology 2014 Alizai H, Virayavanich W, Joseph GB, Nardo L, Liu F, Liebl H, Nevitt MC, Lynch JA, McCulloch CE, Link TM
• Association of incident symptomatic hip osteoarthritis with differences in hip shape by active shape modeling: the Johnston County Osteoarthritis Project.
  Arthritis care & research 2014 Nelson AE, Liu F, Lynch JA, Renner JB, Schwartz TA, Lane NE, Jordan JM
• What has imaging contributed to the epidemiological understanding of osteoarthritis?
  Skeletal radiology 2013 Jungmann PM, Liu F, Link TM
• T(2) relaxation time measurements are limited in monitoring progression, once advanced cartilage defects at the knee occur: longitudinal data from the osteoarthritis initiative.
  Journal of magnetic resonance imaging : JMRI 2013 Jungmann PM, Kraus MS, Nardo L, Liebl H, Alizai H, Joseph GB, Liu F, Lynch J, McCulloch CE, Nevitt MC, Link TM
• Lumbosacral transitional vertebrae: association with low back pain.
  Radiology 2012 Nardo L, Alizai H, Virayavanich W, Liu F, Hernandez A, Lynch JA, Nevitt MC, McCulloch CE, Lane NE, Link TM