Harvard Catalyst Profiles

Contact, publication, and social network information about Harvard faculty and fellows.

Joseph H Schwab, M.D.

Co-Author

This page shows the publications co-authored by Joseph Schwab and Aditya Karhade.
Connection Strength

25.260
  1. Natural language processing for prediction of readmission in posterior lumbar fusion patients: which free-text notes have the most utility? Spine J. 2022 02; 22(2):272-277.
    View in: PubMed
    Score: 0.953
  2. Introduction to The Spine Journal special issue on artificial intelligence and machine learning. Spine J. 2021 10; 21(10):1601-1603.
    View in: PubMed
    Score: 0.928
  3. CORR Synthesis: When Should We Be Skeptical of Clinical Prediction Models? Clin Orthop Relat Res. 2020 12; 478(12):2722-2728.
    View in: PubMed
    Score: 0.908
  4. Development of machine learning and natural language processing algorithms for preoperative prediction and automated identification of intraoperative vascular injury in anterior lumbar spine surgery. Spine J. 2021 10; 21(10):1635-1642.
    View in: PubMed
    Score: 0.868
  5. Can natural language processing provide accurate, automated reporting of wound infection requiring reoperation after lumbar discectomy? Spine J. 2020 10; 20(10):1602-1609.
    View in: PubMed
    Score: 0.862
  6. Predicting prolonged opioid prescriptions in opioid-naïve lumbar spine surgery patients. Spine J. 2020 06; 20(6):888-895.
    View in: PubMed
    Score: 0.852
  7. Natural language processing for automated detection of incidental durotomy. Spine J. 2020 05; 20(5):695-700.
    View in: PubMed
    Score: 0.850
  8. Reply to the letter: predicting sustained opioid prescription after spine surgery. Spine J. 2019 10; 19(10):1749.
    View in: PubMed
    Score: 0.837
  9. Predicting 90-Day and 1-Year Mortality in Spinal Metastatic Disease: Development and Internal Validation. Neurosurgery. 2019 10 01; 85(4):E671-E681.
    View in: PubMed
    Score: 0.837
  10. Discharge Disposition After Anterior Cervical Discectomy and Fusion. World Neurosurg. 2019 Dec; 132:e14-e20.
    View in: PubMed
    Score: 0.834
  11. External validation of the SORG 90-day and 1-year machine learning algorithms for survival in spinal metastatic disease. Spine J. 2020 01; 20(1):14-21.
    View in: PubMed
    Score: 0.833
  12. Development of Machine Learning Algorithms for Prediction of 30-Day Mortality After Surgery for Spinal Metastasis. Neurosurgery. 2019 07 01; 85(1):E83-E91.
    View in: PubMed
    Score: 0.823
  13. Development of machine learning algorithms for prediction of mortality in spinal epidural abscess. Spine J. 2019 12; 19(12):1950-1959.
    View in: PubMed
    Score: 0.822
  14. Development of machine learning algorithms for prediction of prolonged opioid prescription after surgery for lumbar disc herniation. Spine J. 2019 11; 19(11):1764-1771.
    View in: PubMed
    Score: 0.819
  15. Prognostic models for spinal metastatic disease: evolution of methodologies, limitations, and future opportunities. Ann Transl Med. 2019 May; 7(10):219.
    View in: PubMed
    Score: 0.813
  16. Prognostic value of serum alkaline phosphatase in spinal metastatic disease. Br J Cancer. 2019 03; 120(6):640-646.
    View in: PubMed
    Score: 0.803
  17. Neutrophil to lymphocyte ratio and mortality in spinal epidural abscess. Spine J. 2019 07; 19(7):1180-1185.
    View in: PubMed
    Score: 0.801
  18. Machine learning for prediction of sustained opioid prescription after anterior cervical discectomy and fusion. Spine J. 2019 06; 19(6):976-983.
    View in: PubMed
    Score: 0.799
  19. Albumin and Spinal Epidural Abscess: Derivation and Validation in Two Independent Data Sets. World Neurosurg. 2019 Mar; 123:e416-e426.
    View in: PubMed
    Score: 0.790
  20. Development of machine learning algorithms for prediction of discharge disposition after elective inpatient surgery for lumbar degenerative disc disorders. Neurosurg Focus. 2018 11 01; 45(5):E6.
    View in: PubMed
    Score: 0.786
  21. Serum alkaline phosphatase and 30-day mortality after surgery for spinal metastatic disease. J Neurooncol. 2018 Oct; 140(1):165-171.
    View in: PubMed
    Score: 0.777
  22. Development of Machine Learning Algorithms for Prediction of 5-Year Spinal Chordoma Survival. World Neurosurg. 2018 Nov; 119:e842-e847.
    View in: PubMed
    Score: 0.773
  23. Artificial Intelligence in Adult Spinal Deformity. Acta Neurochir Suppl. 2022; 134:313-318.
    View in: PubMed
    Score: 0.245
  24. Minimum Clinically Important Difference: A Metric That Matters in the Age of Patient-Reported Outcomes. J Bone Joint Surg Am. 2021 12 15; 103(24):2331-2337.
    View in: PubMed
    Score: 0.244
  25. Prediction of Postoperative Delirium in Geriatric Hip Fracture Patients: A Clinical Prediction Model Using Machine Learning Algorithms. Geriatr Orthop Surg Rehabil. 2021; 12:21514593211062277.
    View in: PubMed
    Score: 0.244
  26. Home Hospital for Orthopaedic Surgery: Opportunities and Challenges of a New Delivery Model. J Bone Joint Surg Am. 2021 Nov 18.
    View in: PubMed
    Score: 0.243
  27. Albumin and Survival in Extremity Metastatic Bone Disease: An Analysis of Two Independent Datasets. Nutr Cancer. 2021 Sep 28; 1-8.
    View in: PubMed
    Score: 0.240
  28. Characteristics of postoperative opioid prescription use following lumbar discectomy. J Neurosurg Spine. 2021 Aug 27; 35(6):710-714.
    View in: PubMed
    Score: 0.239
  29. Wide range of applications for machine-learning prediction models in orthopedic surgical outcome: a systematic review. Acta Orthop. 2021 Oct; 92(5):526-531.
    View in: PubMed
    Score: 0.235
  30. Value-based health care in spine: where do we go from here? Spine J. 2021 09; 21(9):1409-1413.
    View in: PubMed
    Score: 0.233
  31. Availability and reporting quality of external validations of machine-learning prediction models with orthopedic surgical outcomes: a systematic review. Acta Orthop. 2021 Aug; 92(4):385-393.
    View in: PubMed
    Score: 0.233
  32. Machine learning prediction models in orthopedic surgery: A systematic review in transparent reporting. J Orthop Res. 2022 Feb; 40(2):475-483.
    View in: PubMed
    Score: 0.232
  33. Does Artificial Intelligence Outperform Natural Intelligence in Interpreting Musculoskeletal Radiological Studies? A Systematic Review. Clin Orthop Relat Res. 2020 12; 478(12):2751-2764.
    View in: PubMed
    Score: 0.227
  34. Postoperative adverse events secondary to iatrogenic vascular injury during anterior lumbar spinal surgery. Spine J. 2021 05; 21(5):795-802.
    View in: PubMed
    Score: 0.226
  35. Development of prediction models for clinically meaningful improvement in PROMIS scores after lumbar decompression. Spine J. 2021 03; 21(3):397-404.
    View in: PubMed
    Score: 0.226
  36. Surgeon-level variance in achieving clinical improvement after lumbar decompression: the importance of adequate risk adjustment. Spine J. 2021 03; 21(3):405-410.
    View in: PubMed
    Score: 0.225
  37. Natural language processing for automated quantification of bone metastases reported in free-text bone scintigraphy reports. Acta Oncol. 2020 Dec; 59(12):1455-1460.
    View in: PubMed
    Score: 0.224
  38. Serum alkaline phosphatase is a prognostic marker in bone metastatic disease of the extremity. J Orthop. 2020 Nov-Dec; 22:346-351.
    View in: PubMed
    Score: 0.222
  39. SMART on FHIR in spine: integrating clinical prediction models into electronic health records for precision medicine at the point of care. Spine J. 2021 10; 21(10):1649-1651.
    View in: PubMed
    Score: 0.220
  40. Comparison of the Stopping Opioids after Surgery (SOS) score to preoperative morphine milligram equivalents (MME) for prediction of opioid prescribing after lumbar spine surgery. Spine J. 2020 11; 20(11):1798-1804.
    View in: PubMed
    Score: 0.220
  41. Does the SORG algorithm generalize to a contemporary cohort of patients with spinal metastases on external validation? Spine J. 2020 10; 20(10):1646-1652.
    View in: PubMed
    Score: 0.219
  42. Development and Internal Validation of Machine Learning Algorithms for Preoperative Survival Prediction of Extremity Metastatic Disease. Clin Orthop Relat Res. 2020 02; 478(2):322-333.
    View in: PubMed
    Score: 0.214
  43. Does the SORG Algorithm Predict 5-year Survival in Patients with Chondrosarcoma? An External Validation. Clin Orthop Relat Res. 2019 Oct; 477(10):2296-2303.
    View in: PubMed
    Score: 0.209
  44. Development of Machine Learning Algorithms for Prediction of Sustained Postoperative Opioid Prescriptions After Total Hip Arthroplasty. J Arthroplasty. 2019 Oct; 34(10):2272-2277.e1.
    View in: PubMed
    Score: 0.205
  45. Validating the Stopping Opioids after Surgery (SOS) score for sustained postoperative prescription opioid use in spine surgical patients. Spine J. 2019 10; 19(10):1666-1671.
    View in: PubMed
    Score: 0.204
  46. Development of a machine learning algorithm for prediction of failure of nonoperative management in spinal epidural abscess. Spine J. 2019 10; 19(10):1657-1665.
    View in: PubMed
    Score: 0.203
  47. Predicting discharge placement after elective surgery for lumbar spinal stenosis using machine learning methods. Eur Spine J. 2019 06; 28(6):1433-1440.
    View in: PubMed
    Score: 0.202
  48. Development of a machine learning algorithm predicting discharge placement after surgery for spondylolisthesis. Eur Spine J. 2019 Aug; 28(8):1775-1782.
    View in: PubMed
    Score: 0.202
  49. Can Machine-learning Techniques Be Used for 5-year Survival Prediction of Patients With Chondrosarcoma? Clin Orthop Relat Res. 2018 10; 476(10):2040-2048.
    View in: PubMed
    Score: 0.195
  50. Feasibility of Machine Learning and Logistic Regression Algorithms to Predict Outcome in Orthopaedic Trauma Surgery. J Bone Joint Surg Am. 2022 03 16; 104(6):544-551.
    View in: PubMed
    Score: 0.062
  51. A machine learning algorithm for predicting prolonged postoperative opioid prescription after lumbar disc herniation surgery. An external validation study using 1,316 patients from a Taiwanese cohort. Spine J. 2022 Feb 23.
    View in: PubMed
    Score: 0.062
  52. International Validation of the SORG Machine-learning Algorithm for Predicting the Survival of Patients with Extremity Metastases Undergoing Surgical Treatment. Clin Orthop Relat Res. 2022 02 01; 480(2):367-378.
    View in: PubMed
    Score: 0.062
  53. The preoperative machine learning algorithm for extremity metastatic disease can predict 90-day and 1-year survival: An external validation study. J Surg Oncol. 2022 Feb; 125(2):282-289.
    View in: PubMed
    Score: 0.060
  54. Development of machine learning algorithms to predict achievement of minimal clinically important difference for the KOOS-PS following total knee arthroplasty. J Orthop Res. 2022 Apr; 40(4):808-815.
    View in: PubMed
    Score: 0.059
  55. Erratum to: Development and Internal Validation of Machine Learning Algorithms for Preoperative Survival Prediction of Extremity Metastatic Disease. Clin Orthop Relat Res. 2021 04 01; 479(4):862.
    View in: PubMed
    Score: 0.058
  56. Updated external validation of the SORG machine learning algorithms for prediction of ninety-day and one-year mortality after surgery for spinal metastasis. Spine J. 2021 10; 21(10):1679-1686.
    View in: PubMed
    Score: 0.058
  57. Development of machine learning model algorithm for prediction of 5-year soft tissue myxoid liposarcoma survival. J Surg Oncol. 2021 Jun; 123(7):1610-1617.
    View in: PubMed
    Score: 0.058
  58. International external validation of the SORG machine learning algorithms for predicting 90-day and one-year survival of patients with spine metastases using a Taiwanese cohort. Spine J. 2021 10; 21(10):1670-1678.
    View in: PubMed
    Score: 0.057
  59. Survival After Surgery for Renal Cell Carcinoma Metastatic to the Spine: Impact of Modern Systemic Therapies on Outcomes. Neurosurgery. 2020 11 16; 87(6):1174-1180.
    View in: PubMed
    Score: 0.057
  60. How Does the Skeletal Oncology Research Group Algorithm's Prediction of 5-year Survival in Patients with Chondrosarcoma Perform on International Validation? Clin Orthop Relat Res. 2020 10; 478(10):2300-2308.
    View in: PubMed
    Score: 0.056
  61. Incidental durotomy: predictive risk model and external validation of natural language process identification algorithm. J Neurosurg Spine. 2020 May 01; 1-7.
    View in: PubMed
    Score: 0.054
  62. Development and validation of machine learning algorithms for postoperative opioid prescriptions after TKA. J Orthop. 2020 Nov-Dec; 22:95-99.
    View in: PubMed
    Score: 0.054
  63. Development of Machine Learning Algorithms to Predict Clinically Meaningful Improvement for the Patient-Reported Health State After Total Hip Arthroplasty. J Arthroplasty. 2020 08; 35(8):2119-2123.
    View in: PubMed
    Score: 0.054
  64. Predicting nonroutine discharge after elective spine surgery: external validation of machine learning algorithms. J Neurosurg Spine. 2019 Jul 26; 1-6.
    View in: PubMed
    Score: 0.052
Connection Strength
The connection strength for co-authors is the sum of the scores for each of their shared publications.

Publication scores are based on many factors, including how long ago they were written and whether the person is a first or senior author.
Funded by the NIH National Center for Advancing Translational Sciences through its Clinical and Translational Science Awards Program, grant number UL1TR002541.