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J

Justin S. Smith

university of pittsburgh

33H-index
223Paper Count
8.0KCitation Count
Published Papers 47
Publication Date
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Are We Getting Better at Achieving Optimal Lumbar Segmental Sagittal Alignment in Complex Adult Spine Deformity Surgery?
errSpine
IF3.5
err2026-03-01
err0
PREAI
errPassias, Peter G.; Onafowokan, Oluwatobi O.; Lafage, Renaud; Smith, Justin; Hamilton, Kojo D.; Schoenfeld, Andrew J.; Yung, Anthony; Fisher, Max R.; Diebo, Bassel; Daniels, Alan H.; Eastlack, Robert; Mundis, Gregory; Line, Breton; Agarwal, Nitin; Uribe, Juan; Wang, Michael; Fessler, Richard; Protopsaltis, Themistocles; Okonkwo, David; Kebaish, Khaled; Soroceanu, Alex; Mummaneni, Praveen; Chou, Dean; Kim, Han Jo; Hostin, Richard; Gupta, Munish; Ames, Christopher; Schwab, Frank; Shaffrey, Christopher I.; Bess, Shay; Lenke, Lawrence; Lafage, Virginie
errShare
errSave
Conflating Disability, Frailty, and Multimorbidity in Adult Spinal Deformity Patients
errSpine
IF3.5
err2026-03-01
err0
PREAI
errKelly, Michael P.; Lovecchio, Francis C.; Klineberg, Eric O.; Smith, Justin S.; Line, Breton; Gum, Jeffrey L.; Protopsaltis, Themistocles S.; Hamilton, D. Kojo; Soroceanu, Alex; Eastlack, Robert; Nunley, Pierce; Kebaish, Khaled M.; Lenke, Lawrence G.; Hostin Jr, Richard A.; Gupta, Munish C.; Kim, Han Jo; Mundis, Gregory M.; Ames, Christopher P.; Hills, Jeffrey; Shaffrey, Christopher I.; Passias, Peter G.; Schwab, Frank J.; Lafage, Virginie; Lafage, Renaud; Bess, Shay
errShare
errSave
Late to Extubate? Risk Factors and Associations for Delayed Extubation After Adult Cervical Deformity Corrective Surgery
errSpine
IF3.5
err2026-03-01
err0
PREAI
errDas, Ankita; Onafowokan, Oluwatobi O.; De Jong, Jenny; Fisher, Max; Janjua, M. Burhan; Lafage, Renaud; Diebo, Bassel; Daniels, Alan; Protopsaltis, Themistocles; Lau, Darryl; Smith, Justin; Okonkwo, David; Scheer, Justin; Mikula, Anthony; Hostin, Richard; Mummaneni, Praveen; Lee, Sang; Buell, Thomas; Gupta, Munish; Klineberg, Eric; Kim, Han Jo; Chou, Dean; Ames, Christopher; Shaffrey, Christopher; Hamilton, D. Kojo; Lafage, Virginie; Bess, Shay; Passias, Peter G.
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errSave
Comparative Analysis of Biological Aging and Inflammatory Profiles in Adult Spinal Deformity Patients Between Japan and the United States A Correlative Study
errSpine
IF3.5
err2026-03-01
err2
PREAI
errYagi, Mitsuru; Hosogane, Naobumi; Ames, Christopher P.; Kelly, Michael P.; Smith, Justin S.; Shaffrey, Christopher I.; Schwab, Frank J.; Lafage, Virginie; Bess, Shay
errShare
errSave
A Narrative Review of the Cervical Spine Deformity Classification Systems
errCLINICAL SPINE SURGERY
IF0
err2025-11-01
err0
PREAI
errGehling, Paxton; Mazur-Hart, David; Savage, Jason; Smith, Justin S.; Schroeder, Greg; Butler, Alexander; Carlson, Bayard; Divi, Srikanth; Hecht, Andrew; Kepler, Christopher; Khan, Safdar; Stauff, Michael; Ryu, Won Hyung A.
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errSave
Can proximal junctional failure be predicted after adult spinal deformity surgery by experienced deformity surgeons based on patient, surgical and radiographic parameters?
errEuropean Spine Journal
IF2.7
err2025-10-28
err0
PREAI
errMarc Khalifé; Ayman Mohamed; David Ben-Israel; Joshua T. Bunch; Alan H. Daniels; Bassel G. Diebo; Robert Eastlack; Richard G. Fessler; Munish C. Gupta; Kojo Hamilton; Richard Hostin; Han Jo Kim; Eric O. Klineberg; Lawrence G. Lenke; Jeffrey Mullin; Praveen V. Mummaneni; Pierce Nunley; Paul Park; Peter G. Passias; Justin S. Smith; Alekos A. Theologis; Mitsuru Yagi; Renaud Lafage; Frank J. Schwab; Virginie Lafage; ISSG International Spine Study Group
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errSave
P95. Lower limb compensation in adult spinal deformity: can we identify different patterns?
errThe Spine Journal
IF0
err2025-10-08
err0
PREAI
errMarc Khalifé; Renaud Lafage; Alan H Daniels; Bassel G. Diebo; Jonathan Elysee; Christopher P. Ames; Shay Bess; Robert K. Eastlack; Munish C Gupta; Richard A. Hostin; Khaled M. Kebaish; Han Jo Kim; Eric O. Klineberg; Gregory M. Mundis; Lawrence G. Lenke; David O. Okonkwo; Emmanuelle Ferrero; Wafa Skalli; Ayman Assi; Claudio Vergari; Christopher I. Shaffrey; Justin S. Smith; Frank J. Schwab; Virginie Lafage
errShare
errSave
P139. Swallowing complications following cervical deformity reconstruction surgery: incidence, risk factors, and outcomes
errThe Spine Journal
IF0
err2025-10-08
err0
PREAI
errElyette Lugo; Micheal Raad; Virginie Lafage; Renaud Lafage; Breton Line; Christopher P. Ames; Shay Bess; Thomas J Buell; Robert K. Eastlack; Jeffrey L. Gum; Munish C Gupta; Richard A. Hostin; Han Jo Kim; Darryl Lau; Gregory M. Mundis; Peter Gust Passias; Themistocles Stavros Protopsaltis; Christopher I. Shaffrey; Justin S. Smith; Khaled M. Kebaish; Sang-Hun Lee
errShare
errSave
The contribution of lower limbs to Pelvic Tilt: A baseline and postoperative full-body analysis
errGAIT & POSTURE
IF2.4
err2025-10-01
err0
errOAAI
errKhalife, Marc; Lafage, Renaud; Diebo, Bassel; Daniels, Alan; Gupta, Munish; Ames, Christopher; Bess, Shay; Burton, Douglas; Kebaish, Khaled; Kelly, Michael; Kim, Han Jo; Klineberg, Eric; Lenke, Lawrence; Lewis, Stephen; Passias, Peter; Shaffrey, Christopher; Smith, Justin S.; Schwab, Frank; Lafage, Virginie
errShare
errSave
Multi-fidelity learning for interatomic potentials: low-level forces and high-level energies are all you need*
errMachine Learning: Science and Technology
IF0
err2025-09-29
err0
errOAAI
errMitchell Messerly; Sakib Matin; Alice E A Allen; Benjamin Nebgen; Kipton Barros; Justin S Smith; Nicholas Lubbers; Richard Messerly
errShare
errSave
Teacher-student training improves the accuracy and efficiency of machine learning interatomic potentials
errDigital Discovery
IF5.6
err2025-08-07
err0
errOAAI
errSakib Matin; Alice E. A. Allen; Emily Shinkle; Aleksandra Pachalieva; Galen T. Craven; Benjamin Nebgen; Justin S. Smith; Richard Messerly; Ying Wai Li; Sergei Tretiak; Kipton Barros; Nicholas Lubbers
errShare
errSave
Patient Reported Outcome Measurements in Adult Spinal Deformity: A Narrative Review
errGlobal Spine Journal
IF3
err2025-07-09
err0
errOAAI
errMichael P. Kelly; Justin S. Smith; Miranda van Hooff
errShare
errSave
A Narrative Review of Symptom Severity and Duration in Nonoperative vs Operative Patients With Adult Spinal Deformity
errGlobal Spine Journal
IF3
err2025-07-09
err0
errOAAI
errThomas J. Buell; Juan P. Sardi; Theresa Williamson; Clifford L. Crutcher; Christopher I. Shaffrey; Justin S. Smith
errShare
errSave
Does Hessian Data Improve the Performance of Machine Learning Potentials?
errJournal of Chemical Theory and Computation
IF5.5
err2025-07-02
err0
errOAAI
errAustin Rodriguez; Justin S. Smith; Jose L. Mendoza-Cortes
errShare
errSave
Differences in Functional Treadmill Tests in Patients With Adult Symptomatic Lumbar Scoliosis Treated Operatively and Nonoperatively at a Minimum Five-year Follow-up
errSpine
IF3.5
err2025-06-16
err0
PREAI
errCarreon, Leah Y. MD, MSca; Glassman, Steven D. MDa; Smith, Justin S. MD, PhDb; Yanik, Elizabeth L. PhD, ScMc; Baldus, Christine RN, MHSc; Kelly, Michael P. MD, MScd; Bridwell, Keith H. MDc
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errSave
Operative vs Nonoperative Treatment for Adult Symptomatic Lumbar Scoliosis at 8-Year Follow-Up A Nonrandomized Clinical Trial
errJAMA SURGERY
IF14.9
err2025-06-01
err0
PREAI
errSmith, Justin S.; Kelly, Michael P.; Yanik, Elizabeth L.; Baldus, Christine R.; Pham, Vy; Ben-Israel, David; Lurie, Jon D.; Edwards, Charles; Glassman, Steven D.; Lenke, Lawrence G.; Buchowski, Jacob M.; Carreon, Leah Y.; Crawford III, Charles H.; Lewis, Stephen J.; Koski, Tyler; Lafage, Virginie; Gupta, Munish C.; Kim, Han Jo; Ames, Christopher P.; Bess, Shay; Schwab, Frank J.; Shaffrey, Christopher I.; Bridwell, Keith H.
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errSave
Quantifying the Importance of Upper Cervical Extension Reserve in Adult Cervical Deformity Surgery and its Impact on Baseline Presentation and Outcomes
errNEUROSURGERY
IF3.9
err2025-04-01
err0
PREAI
errMir, Jamshaid M.; Smith, Justin S.; Lafage, Virginie; Lafage, Renaud; Diebo, Bassel G.; Daniels, Alan H.; Scheer, Justin Kemp; Schwab, Frank; Bess, Shay; Shaffrey, Christopher I.; Ames, Christopher P.; Passias, Peter G.
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errSave
Improving Bond Dissociations of Reactive Machine Learning Potentials through Physics-Constrained Data Augmentation
errJOURNAL OF CHEMICAL INFORMATION AND MODELING
IF5.3
err2025-01-28
err0
PREAI
errdos Santos, Luan G. F.; Nebgen, Benjamin T.; Allen, Alice E. A.; Hamilton, Brenden W.; Matin, Sakib; Smith, Justin S.; Messerly, Richard A.
errShare
errSave
Learning together: Towards foundation models for machine learning interatomic potentials with meta-learning
errNPJ COMPUTATIONAL MATERIALS
IF11.9
err2024-07-17
err3
errOAAI
errAllen, Alice E. A.; Lubbers, Nicholas; Matin, Sakib; Smith, Justin; Messerly, Richard; Tretiak, Sergei; Barros, Kipton
errShare
errSave
Exploring the frontiers of condensed-phase chemistry with a general reactive machine learning potential
errNATURE CHEMISTRY
IF20.2
err2024-03-07
err22
errOAAI
errZhang, Shuhao; Makos, Malgorzata Z.; Jadrich, Ryan B.; Kraka, Elfi; Barros, Kipton; Nebgen, Benjamin T.; Tretiak, Sergei; Isayev, Olexandr; Lubbers, Nicholas; Messerly, Richard A.; Smith, Justin S.
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errSave

Research Directions

No research directions
Co-authors
Cooperation Journals
M
Michael G. Fehlings
H-index: 148 · Papers: 2.0K
L
Lawrence G. Lenke
H-index: 127 · Papers: 1.2K
K
Keith H. Bridwell
H-index: 121 · Papers: 567
R
Robert B. Jenkins
H-index: 116 · Papers: 785
C
Christopher I. Shaffrey
H-index: 109 · Papers: 1.6K
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