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Aditya Vishwas Karhade, M.D.

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Publications listed below are automatically derived from MEDLINE/PubMed and other sources, which might result in incorrect or missing publications. Faculty can login to make corrections and additions.
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  1. Elsamadicy AA, Koo AB, Reeves BC, Cross JL, Hersh A, Hengartner AC, Karhade AV, Pennington Z, Akinduro OO, Larry Lo SF, Gokaslan ZL, Shin JH, Mendel E, Sciubba DM. Utilization of Machine Learning to Model Important Features of 30-day Readmissions following Surgery for Metastatic Spinal Column Tumors: The Influence of Frailty. Global Spine J. 2022 Nov 01; 21925682221138053. PMID: 36318478.
    Citations:    
  2. Bernstein DN, Lans A, Karhade AV, Heng M, Poolman RW, Schwab JH, Tobert DG. Are Detailed, Patient-level Social Determinant of Health Factors Associated With Physical Function and Mental Health at Presentation Among New Patients With Orthopaedic Conditions? Clin Orthop Relat Res. 2022 Oct 06. PMID: 36201422.
    Citations:    Fields:    
  3. Karhade AV, Schwab JH. Reply to Letter to the Editor: CORR Synthesis: When Should We Be Skeptical of Clinical Prediction Models? Clin Orthop Relat Res. 2022 11 01; 480(11):2274. PMID: 36251498; PMCID: PMC9556098.
    Citations:    Fields:    Translation:Humans
  4. Yen HK, Hu MH, Zijlstra H, Groot OQ, Hsieh HC, Yang JJ, Karhade AV, Chen PC, Chen YH, Huang PH, Chen YH, Xiao FR, Verlaan JJ, Schwab JH, Yang RS, Yang SH, Lin WH, Hsu FM. Prognostic significance of lab data and performance comparison by validating survival prediction models for patients with spinal metastases after radiotherapy. Radiother Oncol. 2022 10; 175:159-166. PMID: 36067909.
    Citations:    Fields:    Translation:Humans
  5. Lindsey MH, Xiong GX, Karhade AV, Lightsey HM, Crawford AM, Schoenfeld AJ, Simpson AK. The Variability and Contributions to Cost of Anterior Cervical Discectomy and Fusion Constructs. Clin Spine Surg. 2022 Aug 09. PMID: 35943872.
    Citations:    Fields:    
  6. Bernstein DN, Karhade AV, Bono CM, Schwab JH, Harris MB, Tobert DG. Sociodemographic Factors Are Associated with Patient-Reported Outcome Measure Completion in Orthopaedic Surgery: An Analysis of Completion Rates and Determinants Among New Patients. JB JS Open Access. 2022 Jul-Sep; 7(3). PMID: 35935603; PMCID: PMC9355105.
    Citations:    
  7. Karhade AV, Fenn B, Groot OQ, Shah AA, Yen HK, Bilsky MH, Hu MH, Laufer I, Park DY, Sciubba DM, Steyerberg EW, Tobert DG, Bono CM, Harris MB, Schwab JH. Development and external validation of predictive algorithms for six-week mortality in spinal metastasis using 4,304 patients from five institutions. Spine J. 2022 12; 22(12):2033-2041. PMID: 35843533.
    Citations:    Fields:    
  8. Kamalapathy PN, Karhade AV, Groot OQ, Lin KE, Shah AA, Nelson SB, Schwab JH. Predictors of reoperation after surgery for spinal epidural abscess. Spine J. 2022 11; 22(11):1830-1836. PMID: 35738500.
    Citations:    Fields:    
  9. Oosterhoff JHF, Savelberg ABMC, Karhade AV, Gravesteijn BY, Doornberg JN, Schwab JH, Heng M. Development and internal validation of a clinical prediction model using machine learning algorithms for 90 day and 2 year mortality in femoral neck fracture patients aged 65 years or above. Eur J Trauma Emerg Surg. 2022 Dec; 48(6):4669-4682. PMID: 35643788; PMCID: PMC9712294.
    Citations:    Fields:    
  10. Oosterhoff JHF, Oberai T, Karhade AV, Doornberg JN, Kerkhoffs GMMJ, Jaarsma RL, Schwab JH, Heng M. Does the SORG Orthopaedic Research Group Hip Fracture Delirium Algorithm Perform Well on an Independent Intercontinental Cohort of Patients With Hip Fractures Who Are 60 Years or Older? Clin Orthop Relat Res. 2022 11 01; 480(11):2205-2213. PMID: 35561268.
    Citations:    Fields:    
  11. Karhade AV, Bernstein DN, Desai V, Bedair HS, O'Donnell EA, Tanaka MJ, Bono CM, Harris MB, Schwab JH, Tobert DG. What Is the Clinical Benefit of Common Orthopaedic Procedures as Assessed by the PROMIS Versus Other Validated Outcomes Tools? Clin Orthop Relat Res. 2022 09 01; 480(9):1672-1681. PMID: 35543521; PMCID: PMC9384920.
    Citations:    Fields:    
  12. Kunze KN, Karhade AV, Polce EM, Schwab JH, Levine BR. Development and internal validation of machine learning algorithms for predicting complications after primary total hip arthroplasty. Arch Orthop Trauma Surg. 2022 May 04. PMID: 35508549.
    Citations:    Fields:    
  13. Karhade AV, Oosterhoff JHF, Groot OQ, Agaronnik N, Ehresman J, Bongers MER, Jaarsma RL, Poonnoose SI, Sciubba DM, Tobert DG, Doornberg JN, Schwab JH. Can We Geographically Validate a Natural Language Processing Algorithm for Automated Detection of Incidental Durotomy Across Three Independent Cohorts From Two Continents? Clin Orthop Relat Res. 2022 09 01; 480(9):1766-1775. PMID: 35412473; PMCID: PMC9384904.
    Citations:    Fields:    
  14. Oosterhoff JHF, Gravesteijn BY, Karhade AV, Jaarsma RL, Kerkhoffs GMMJ, Ring D, Schwab JH, Steyerberg EW, Doornberg JN. 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. PMID: 34921550.
    Citations:    Fields:    Translation:Humans
  15. Yen HK, Ogink PT, Huang CC, Groot OQ, Su CC, Chen SF, Chen CW, Karhade AV, Peng KP, Lin WH, Chiang H, Yang JJ, Dai SH, Yen MH, Verlaan JJ, Schwab JH, Wong TH, Yang SH, Hu MH. 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 07; 22(7):1119-1130. PMID: 35202784.
    Citations: 1     Fields:    Translation:Humans
  16. Tseng TE, Lee CC, Yen HK, Groot OQ, Hou CH, Lin SY, Bongers MER, Hu MH, Karhade AV, Ko JC, Lai YH, Yang JJ, Verlaan JJ, Yang RS, Schwab JH, Lin WH. 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. PMID: 34491920; PMCID: PMC8747677.
    Citations:    Fields:    Translation:Humans
  17. Kamalapathy PN, Karhade AV, Tobert D, Schwab JH. Artificial Intelligence in Adult Spinal Deformity. Acta Neurochir Suppl. 2022; 134:313-318. PMID: 34862555.
    Citations:    Fields:    
  18. Karhade AV, Bono CM, Schwab JH, Tobert DG. 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. PMID: 34665785.
    Citations: 1     Fields:    Translation:Humans
  19. Oosterhoff JHF, Karhade AV, Oberai T, Franco-Garcia E, Doornberg JN, Schwab JH. Prediction of Postoperative Delirium in Geriatric Hip Fracture Patients: A Clinical Prediction Model Using Machine Learning Algorithms. Geriatr Orthop Surg Rehabil. 2021; 12:21514593211062277. PMID: 34925951; PMCID: PMC8671660.
    Citations: 1     
  20. Karhade AV, Chen AF, Makhni MC, Schwab JH, Simpson AK, Tsai TC. Home Hospital for Orthopaedic Surgery: Opportunities and Challenges of a New Delivery Model. J Bone Joint Surg Am. 2021 Nov 18. PMID: 34793370.
    Citations:    Fields:    
  21. Skalitzky MK, Gulbrandsen TR, Groot OQ, Karhade AV, Verlaan JJ, Schwab JH, Miller BJ. 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. PMID: 34608991.
    Citations:    Fields:    Translation:Humans
  22. Thio QCBS, Karhade AV, Pham A, Ogink PT, Ferrone ML, Schwab JH. Albumin and Survival in Extremity Metastatic Bone Disease: An Analysis of Two Independent Datasets. Nutr Cancer. 2022; 74(6):1986-1993. PMID: 34581215.
    Citations:    Fields:    Translation:Humans
  23. Ziino C, Karhade AV, Schoenfeld AJ, Harris MB, Schwab JH. Characteristics of postoperative opioid prescription use following lumbar discectomy. J Neurosurg Spine. 2021 Aug 27; 35(6):710-714. PMID: 34450580.
    Citations:    Fields:    Translation:Humans
  24. Karhade AV, Lavoie-Gagne O, Agaronnik N, Ghaednia H, Collins AK, Shin D, Schwab JH. 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. PMID: 34407468.
    Citations: 1     Fields:    Translation:Humans
  25. Katakam A, Karhade AV, Collins A, Shin D, Bragdon C, Chen AF, Melnic CM, Schwab JH, Bedair HS. 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 04; 40(4):808-815. PMID: 34275163.
    Citations: 1     Fields:    Translation:Humans
  26. Ogink PT, Groot OQ, Karhade AV, Bongers MER, Oner FC, Verlaan JJ, Schwab JH. Wide range of applications for machine-learning prediction models in orthopedic surgical outcome: a systematic review. Acta Orthop. 2021 Oct; 92(5):526-531. PMID: 34109892.
    Citations: 4     Fields:    Translation:Humans
  27. Karhade AV, Bono CM, Makhni MC, Schwab JH, Sethi RK, Simpson AK, Feeley TW, Porter ME. Value-based health care in spine: where do we go from here? Spine J. 2021 09; 21(9):1409-1413. PMID: 33857667.
    Citations:    Fields:    Translation:Humans
  28. Groot OQ, Bindels BJJ, Ogink PT, Kapoor ND, Twining PK, Collins AK, Bongers MER, Lans A, Oosterhoff JHF, Karhade AV, Verlaan JJ, Schwab JH. 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. PMID: 33870837.
    Citations: 2     Fields:    Translation:Humans
  29. Thio QCBS, Karhade AV, Bindels B, Ogink PT, Bramer JAM, Ferrone ML, Raskin KA, Schwab JH, Calderon SA. 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. PMID: 33704109; PMCID: PMC8083934.
    Citations:    Fields:    
  30. Shah AA, Karhade AV, Park HY, Sheppard WL, Macyszyn LJ, Everson RG, Shamie AN, Park DY, Schwab JH, Hornicek FJ. 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. PMID: 33798728.
    Citations: 3     Fields:    Translation:Humans
  31. Groot OQ, Ogink PT, Lans A, Twining PK, Kapoor ND, DiGiovanni W, Bindels BJJ, Bongers MER, Oosterhoff JHF, Karhade AV, Oner FC, Verlaan JJ, Schwab JH. Machine learning prediction models in orthopedic surgery: A systematic review in transparent reporting. J Orthop Res. 2022 Feb; 40(2):475-483. PMID: 33734466; PMCID: PMC9290012.
    Citations: 6     Fields:    Translation:Humans
  32. Karhade AV, Schwab JH. Introduction to The Spine Journal special issue on artificial intelligence and machine learning. Spine J. 2021 10; 21(10):1601-1603. PMID: 33785475.
    Citations: 1     Fields:    Translation:Humans
  33. Kamalapathy PN, Ramkumar DB, Karhade AV, Kelly S, Raskin K, Schwab J, Lozano-Calderón S. 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. PMID: 33684246.
    Citations:    Fields:    Translation:Humans
  34. Yang JJ, Chen CW, Fourman MS, Bongers MER, Karhade AV, Groot OQ, Lin WH, Yen HK, Huang PH, Yang SH, Schwab JH, Hu MH. 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. PMID: 33545371.
    Citations: 2     Fields:    Translation:Humans
  35. Kunze KN, Movasagghi K, Rossi DM, Polce EM, Cohn MR, Karhade AV, Chahla J. Systematic Review of Sleep Quality Before and After Arthroscopic Rotator Cuff Repair: Are Improvements Experienced and Maintained? Orthop J Sports Med. 2020 Dec; 8(12):2325967120969224. PMID: 33447619; PMCID: PMC7780319.
    Citations: 4     
  36. Groot OQ, Bongers MER, Ogink PT, Senders JT, Karhade AV, Bramer JAM, Verlaan JJ, Schwab JH. Does Artificial Intelligence Outperform Natural Intelligence in Interpreting Musculoskeletal Radiological Studies? A Systematic Review. Clin Orthop Relat Res. 2020 12; 478(12):2751-2764. PMID: 32740477; PMCID: PMC7899420.
    Citations: 3     Fields:    Translation:Humans
  37. Karhade AV, Schwab JH. CORR Synthesis: When Should We Be Skeptical of Clinical Prediction Models? Clin Orthop Relat Res. 2020 12; 478(12):2722-2728. PMID: 32667756; PMCID: PMC7899395.
    Citations: 2     Fields:    Translation:Humans
  38. Shankar GM, Van Beaver LA, Choi BD, Hadzipasic M, Sivaganesan A, Karhade AV, Ferrone ML, Harris MB, Schoenfeld AJ, Sadow PM, Oh K, Schwab JH, Saylor PJ, Shin JH. 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. PMID: 32521012.
    Citations: 1     Fields:    Translation:Humans
  39. Groot OQ, Hundersmarck D, Lans A, Bongers MER, Karhade AV, Zhang Y, van Tol FR, Verlaan JJ, Mohebali J, Schwab JH. Postoperative adverse events secondary to iatrogenic vascular injury during anterior lumbar spinal surgery. Spine J. 2021 05; 21(5):795-802. PMID: 33152509.
    Citations: 2     Fields:    Translation:Humans
  40. Karhade AV, Fogel HA, Cha TD, Hershman SH, Doorly TP, Kang JD, Bono CM, Harris MB, Schwab JH, Tobert DG. Development of prediction models for clinically meaningful improvement in PROMIS scores after lumbar decompression. Spine J. 2021 03; 21(3):397-404. PMID: 33130302.
    Citations: 2     Fields:    Translation:Humans
  41. Karhade AV, Sisodia RC, Bono CM, Fogel HA, Hershman SH, Cha TD, Doorly TP, Kang JD, Schwab JH, Tobert DG. Surgeon-level variance in achieving clinical improvement after lumbar decompression: the importance of adequate risk adjustment. Spine J. 2021 03; 21(3):405-410. PMID: 33039548.
    Citations: 1     Fields:    Translation:Humans
  42. Bongers MER, Karhade AV, Setola E, Gambarotti M, Groot OQ, Erdogan KE, Picci P, Donati DM, Schwab JH, Palmerini E. 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. PMID: 32433107; PMCID: PMC7491905.
    Citations: 3     Fields:    Translation:Humans
  43. Kunze KN, Rossi DM, White GM, Karhade AV, Deng J, Williams BT, Chahla J. Diagnostic Performance of Artificial Intelligence for Detection of Anterior Cruciate Ligament and Meniscus Tears: A Systematic Review. Arthroscopy. 2021 02; 37(2):771-781. PMID: 32956803.
    Citations: 5     Fields:    Translation:Humans
  44. Groot OQ, Bongers MER, Karhade AV, Kapoor ND, Fenn BP, Kim J, Verlaan JJ, Schwab JH. Natural language processing for automated quantification of bone metastases reported in free-text bone scintigraphy reports. Acta Oncol. 2020 Dec; 59(12):1455-1460. PMID: 32924696.
    Citations: 3     Fields:    Translation:Humans
  45. Thio QCBS, Karhade AV, Notman E, Raskin KA, Lozano-Calderón SA, Ferrone ML, Bramer JAM, Schwab JH. Serum alkaline phosphatase is a prognostic marker in bone metastatic disease of the extremity. J Orthop. 2020 Nov-Dec; 22:346-351. PMID: 32921951; PMCID: PMC7475062.
    Citations:    
  46. Karhade AV, Schwab JH, Del Fiol G, Kawamoto K. 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. PMID: 32599144; PMCID: PMC7762727.
    Citations: 3     Fields:    Translation:Humans
  47. Karhade AV, Schwab JH, Harris MB, Schoenfeld AJ. 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. PMID: 32534136.
    Citations:    Fields:    Translation:Humans
  48. Bongers MER, Karhade AV, Villavieja J, Groot OQ, Bilsky MH, Laufer I, Schwab JH. 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. PMID: 32428674.
    Citations: 6     Fields:    Translation:Humans
  49. Ehresman J, Pennington Z, Karhade AV, Huq S, Medikonda R, Schilling A, Feghali J, Hersh A, Ahmed AK, Cottrill E, Lubelski D, Westbroek EM, Schwab JH, Sciubba DM. Incidental durotomy: predictive risk model and external validation of natural language process identification algorithm. J Neurosurg Spine. 2020 May 01; 1-7. PMID: 32357334.
    Citations: 2     Fields:    
  50. Karhade AV, Bongers MER, Groot OQ, Cha TD, Doorly TP, Fogel HA, Hershman SH, Tobert DG, Srivastava SD, Bono CM, Kang JD, Harris MB, Schwab JH. 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. PMID: 32294557.
    Citations: 6     Fields:    Translation:Humans
  51. Katakam A, Karhade AV, Schwab JH, Chen AF, Bedair HS. Development and validation of machine learning algorithms for postoperative opioid prescriptions after TKA. J Orthop. 2020 Nov-Dec; 22:95-99. PMID: 32300270; PMCID: PMC7152687.
    Citations: 4     
  52. Kunze KN, Karhade AV, Sadauskas AJ, Schwab JH, Levine BR. 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. PMID: 32265141.
    Citations: 14     Fields:    Translation:Humans
  53. Karhade AV, Bongers MER, Groot OQ, Cha TD, Doorly TP, Fogel HA, Hershman SH, Tobert DG, Schoenfeld AJ, Kang JD, Harris MB, Bono CM, Schwab JH. Can natural language processing provide accurate, automated reporting of wound infection requiring reoperation after lumbar discectomy? Spine J. 2020 10; 20(10):1602-1609. PMID: 32145358.
    Citations: 3     Fields:    Translation:Humans
  54. Thio QCBS, Karhade AV, Bindels BJJ, Ogink PT, Bramer JAM, Ferrone ML, Calderón SL, Raskin KA, Schwab JH. 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. PMID: 31651589; PMCID: PMC7438151.
    Citations: 16     Fields:    Translation:Humans
  55. Karhade AV, Cha TD, Fogel HA, Hershman SH, Tobert DG, Schoenfeld AJ, Bono CM, Schwab JH. Predicting prolonged opioid prescriptions in opioid-naïve lumbar spine surgery patients. Spine J. 2020 06; 20(6):888-895. PMID: 31901553.
    Citations: 7     Fields:    Translation:Humans
  56. Karhade AV, Bongers MER, Groot OQ, Kazarian ER, Cha TD, Fogel HA, Hershman SH, Tobert DG, Schoenfeld AJ, Bono CM, Kang JD, Harris MB, Schwab JH. Natural language processing for automated detection of incidental durotomy. Spine J. 2020 05; 20(5):695-700. PMID: 31877390.
    Citations: 6     Fields:    Translation:Humans
  57. Karhade AV, Thio QCBS, Ogink PT, Bono CM, Ferrone ML, Oh KS, Saylor PJ, Schoenfeld AJ, Shin JH, Harris MB, Schwab JH. Predicting 90-Day and 1-Year Mortality in Spinal Metastatic Disease: Development and Internal Validation. Neurosurgery. 2019 10 01; 85(4):E671-E681. PMID: 30869143.
    Citations: 30     Fields:    Translation:Humans
  58. Karhade AV, Schwab JH. Reply to the letter: predicting sustained opioid prescription after spine surgery. Spine J. 2019 10; 19(10):1749. PMID: 31563340.
    Citations:    Fields:    
  59. Bongers MER, Thio QCBS, Karhade AV, Stor ML, Raskin KA, Lozano Calderon SA, DeLaney TF, Ferrone ML, Schwab JH. 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. PMID: 31107338; PMCID: PMC6999936.
    Citations: 10     Fields:    Translation:Humans
  60. Karhade AV, Ogink PT, Thio QCBS, Cha TD, Hershman SH, Schoenfeld AJ, Bono CM, Schwab JH. Discharge Disposition After Anterior Cervical Discectomy and Fusion. World Neurosurg. 2019 Dec; 132:e14-e20. PMID: 31521753.
    Citations: 1     Fields:    Translation:Humans
  61. Karhade AV, Ahmed AK, Pennington Z, Chara A, Schilling A, Thio QCBS, Ogink PT, Sciubba DM, Schwab JH. 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. PMID: 31505303.
    Citations: 9     Fields:    Translation:Humans
  62. Stopa BM, Robertson FC, Karhade AV, Chua M, Broekman MLD, Schwab JH, Smith TR, Gormley WB. Predicting nonroutine discharge after elective spine surgery: external validation of machine learning algorithms. J Neurosurg Spine. 2019 Jul 26; 1-6. PMID: 31349223.
    Citations: 10     Fields:    
  63. Karhade AV, Thio QCBS, Ogink PT, Shah AA, Bono CM, Oh KS, Saylor PJ, Schoenfeld AJ, Shin JH, Harris MB, Schwab JH. Development of Machine Learning Algorithms for Prediction of 30-Day Mortality After Surgery for Spinal Metastasis. Neurosurgery. 2019 07 01; 85(1):E83-E91. PMID: 30476188.
    Citations: 28     Fields:    Translation:Humans
  64. Karhade AV, Shah AA, Bono CM, Ferrone ML, Nelson SB, Schoenfeld AJ, Harris MB, Schwab JH. Development of machine learning algorithms for prediction of mortality in spinal epidural abscess. Spine J. 2019 12; 19(12):1950-1959. PMID: 31255788.
    Citations: 9     Fields:    Translation:Humans
  65. Karhade AV, Qudsi RA, Usoro AO, Dejean CB, Dyer GSM. Education Improves Musculoskeletal Radiology Interpretation by Trainees in a Low-Resource Setting. J Surg Educ. 2019 Nov - Dec; 76(6):1605-1611. PMID: 31221606.
    Citations: 1     Fields:    Translation:Humans
  66. Karhade AV, Schwab JH, Bedair HS. 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. PMID: 31327647.
    Citations: 23     Fields:    Translation:Humans
  67. Karhade AV, Ogink PT, Thio QCBS, Cha TD, Gormley WB, Hershman SH, Smith TR, Mao J, Schoenfeld AJ, Bono CM, Schwab JH. 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. PMID: 31185292.
    Citations: 17     Fields:    Translation:Humans
  68. Karhade AV, Senders JT, Martin E, Muskens IS, Zaidi HA, Broekman MLD, Smith TR. Trends in High-Impact Neurosurgical Randomized Controlled Trials Published in General Medical Journals: A Systematic Review. World Neurosurg. 2019 Sep; 129:e158-e170. PMID: 31108256.
    Citations: 1     Fields:    Translation:Humans
  69. Karhade AV, Chaudhary MA, Bono CM, Kang JD, Schwab JH, Schoenfeld AJ. 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. PMID: 31078697.
    Citations: 2     Fields:    Translation:Humans
  70. Shah AA, Karhade AV, Bono CM, Harris MB, Nelson SB, Schwab JH. 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. PMID: 31059819.
    Citations: 8     Fields:    Translation:Humans
  71. Karhade AV, Shin JH, Schwab JH. Prognostic models for spinal metastatic disease: evolution of methodologies, limitations, and future opportunities. Ann Transl Med. 2019 May; 7(10):219. PMID: 31297384; PMCID: PMC6595198.
    Citations: 3     
  72. Ogink PT, Karhade AV, Thio QCBS, Gormley WB, Oner FC, Verlaan JJ, Schwab JH. Predicting discharge placement after elective surgery for lumbar spinal stenosis using machine learning methods. Eur Spine J. 2019 06; 28(6):1433-1440. PMID: 30941521.
    Citations: 9     Fields:    Translation:Humans
  73. Senders JT, Karhade AV, Cote DJ, Mehrtash A, Lamba N, DiRisio A, Muskens IS, Gormley WB, Smith TR, Broekman MLD, Arnaout O. Natural Language Processing for Automated Quantification of Brain Metastases Reported in Free-Text Radiology Reports. JCO Clin Cancer Inform. 2019 04; 3:1-9. PMID: 31002562; PMCID: PMC6873936.
    Citations: 9     Fields:    Translation:Humans
  74. Ogink PT, Karhade AV, Thio QCBS, Hershman SH, Cha TD, Bono CM, Schwab JH. Development of a machine learning algorithm predicting discharge placement after surgery for spondylolisthesis. Eur Spine J. 2019 Aug; 28(8):1775-1782. PMID: 30919114.
    Citations: 8     Fields:    Translation:Humans
  75. Martin E, Muskens IS, Senders JT, DiRisio AC, Karhade AV, Zaidi HA, Moojen WA, Peul WC, Smith TR, Broekman MLD. Randomized controlled trials comparing surgery to non-operative management in neurosurgery: a systematic review. Acta Neurochir (Wien). 2019 04; 161(4):627-634. PMID: 30798479; PMCID: PMC6431301.
    Citations: 1     Fields:    Translation:Humans
  76. Karhade AV, Kwon JY. Trends in Foot and Ankle Studies Published in High-Impact General Medical Journals: A Systematic Review. J Foot Ankle Surg. 2019 May; 58(3):540-544. PMID: 30803910.
    Citations: 2     Fields:    Translation:Humans
  77. Karhade AV, Thio QCBS, Kuverji M, Ogink PT, Ferrone ML, Schwab JH. Prognostic value of serum alkaline phosphatase in spinal metastatic disease. Br J Cancer. 2019 03; 120(6):640-646. PMID: 30792532; PMCID: PMC6461951.
    Citations: 5     Fields:    Translation:Humans
  78. Karhade AV, Shah KC, Shah AA, Ogink PT, Nelson SB, Schwab JH. Neutrophil to lymphocyte ratio and mortality in spinal epidural abscess. Spine J. 2019 07; 19(7):1180-1185. PMID: 30763714.
    Citations: 2     Fields:    Translation:HumansCells
  79. Karhade AV, Ogink PT, Thio QCBS, Broekman MLD, Cha TD, Hershman SH, Mao J, Peul WC, Schoenfeld AJ, Bono CM, Schwab JH. Machine learning for prediction of sustained opioid prescription after anterior cervical discectomy and fusion. Spine J. 2019 06; 19(6):976-983. PMID: 30710731.
    Citations: 18     Fields:    Translation:Humans
  80. Karhade AV, Shah AA, Lin KY, Ogink PT, Shah KC, Nelson SB, Schwab JH. Albumin and Spinal Epidural Abscess: Derivation and Validation in Two Independent Data Sets. World Neurosurg. 2019 Mar; 123:e416-e426. PMID: 30500590.
    Citations:    Fields:    Translation:HumansCells
  81. Karhade AV, Ogink P, Thio Q, Broekman M, Cha T, Gormley WB, Hershman S, Peul WC, Bono CM, Schwab JH. 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. PMID: 30453463.
    Citations: 19     Fields:    Translation:Humans
  82. Thio QCBS, Karhade AV, Ogink PT, Raskin KA, De Amorim Bernstein K, Lozano Calderon SA, Schwab JH. 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. PMID: 30179954; PMCID: PMC6259859.
    Citations: 18     Fields:    Translation:Humans
  83. Karhade AV, Larsen AMG, Cote DJ, Dubois HM, Smith TR. National Databases for Neurosurgical Outcomes Research: Options, Strengths, and Limitations. Neurosurgery. 2018 09 01; 83(3):333-344. PMID: 28950367.
    Citations: 13     Fields:    Translation:Humans
  84. Karhade AV, Thio QCBS, Ogink PT, Schwab JH. Serum alkaline phosphatase and 30-day mortality after surgery for spinal metastatic disease. J Neurooncol. 2018 Oct; 140(1):165-171. PMID: 30173410.
    Citations: 3     Fields:    Translation:Humans
  85. Karhade AV, Thio Q, Ogink P, Kim J, Lozano-Calderon S, Raskin K, Schwab JH. Development of Machine Learning Algorithms for Prediction of 5-Year Spinal Chordoma Survival. World Neurosurg. 2018 Nov; 119:e842-e847. PMID: 30096498.
    Citations: 7     Fields:    Translation:Humans
  86. Senders JT, Arnaout O, Karhade AV, Dasenbrock HH, Gormley WB, Broekman ML, Smith TR. Natural and Artificial Intelligence in Neurosurgery: A Systematic Review. Neurosurgery. 2018 08 01; 83(2):181-192. PMID: 28945910.
    Citations: 38     Fields:    Translation:Humans
  87. Karhade AV, Kwon JY. Cost-Utility Analyses in US Orthopaedic Foot and Ankle Surgery: A Systematic Review. Foot Ankle Spec. 2018 Jun 01; 1938640018782588. PMID: 29923750.
    Citations: 1     Fields:    
  88. Senders JT, Zaki MM, Karhade AV, Chang B, Gormley WB, Broekman ML, Smith TR, Arnaout O. An introduction and overview of machine learning in neurosurgical care. Acta Neurochir (Wien). 2018 Jan; 160(1):29-38. PMID: 29134342.
    Citations: 26     Fields:    Translation:Humans
  89. Senders JT, Staples PC, Karhade AV, Zaki MM, Gormley WB, Broekman MLD, Smith TR, Arnaout O. Machine Learning and Neurosurgical Outcome Prediction: A Systematic Review. World Neurosurg. 2018 Jan; 109:476-486.e1. PMID: 28986230.
    Citations: 72     Fields:    Translation:Humans
  90. Vasudeva VS, Abd-El-Barr M, Pompeu YA, Karhade A, Groff MW, Lu Y. Use of Intraoperative Ultrasound During Spinal Surgery. Global Spine J. 2017 Oct; 7(7):648-656. PMID: 28989844; PMCID: PMC5624373.
    Citations: 1     
  91. Manjila S, Karhade A, Phi JH, Scott RM, Smith ER. Real-Time Ultrasound-Guided Catheter Navigation for Approaching Deep-Seated Brain Lesions: Role of Intraoperative Neurosonography with and without Fusion with Magnetic Resonance Imaging. Pediatr Neurosurg. 2017; 52(2):80-86. PMID: 28103603.
    Citations: 1     Fields:    Translation:Humans
  92. Senders JT, Muskens IS, Schnoor R, Karhade AV, Cote DJ, Smith TR, Broekman ML. Agents for fluorescence-guided glioma surgery: a systematic review of preclinical and clinical results. Acta Neurochir (Wien). 2017 01; 159(1):151-167. PMID: 27878374; PMCID: PMC5177668.
    Citations: 38     Fields:    Translation:HumansAnimals
  93. Karhade AV, Fandino L, Gupta S, Cote DJ, Iorgulescu JB, Broekman ML, Aglio LS, Dunn IF, Smith TR. Impact of operative length on post-operative complications in meningioma surgery: a NSQIP analysis. J Neurooncol. 2017 01; 131(1):59-67. PMID: 27864707.
    Citations: 6     Fields:    Translation:Humans
  94. Cote DJ, Dubois HM, Karhade AV, Smith TR. Venous Thromboembolism in Patients Undergoing Craniotomy for Brain Tumors: A U.S. Nationwide Analysis. Semin Thromb Hemost. 2016 Nov; 42(8):870-876. PMID: 27764877.
    Citations: 6     Fields:    Translation:Humans
  95. Karhade AV, Cote DJ, Larsen AM, Smith TR. Neurosurgical Infection Rates and Risk Factors: A National Surgical Quality Improvement Program Analysis of 132,000 Patients, 2006-2014. World Neurosurg. 2017 Jan; 97:205-212. PMID: 27671880.
    Citations: 5     Fields:    Translation:Humans
  96. Karhade AV, Vasudeva VS, Dasenbrock HH, Lu Y, Gormley WB, Groff MW, Chi JH, Smith TR. Thirty-day readmission and reoperation after surgery for spinal tumors: a National Surgical Quality Improvement Program analysis. Neurosurg Focus. 2016 Aug; 41(2):E5. PMID: 27476847.
    Citations: 17     Fields:    Translation:Humans
  97. Cote DJ, Karhade AV, Burke WT, Larsen AM, Smith TR. Risk factors for post-operative respiratory failure among 94,621 neurosurgical patients from 2006 to 2013: a NSQIP analysis. Acta Neurochir (Wien). 2016 09; 158(9):1639-45. PMID: 27339268.
    Citations: 2     Fields:    Translation:Humans
  98. Larsen AM, Cote DJ, Karhade AV, Smith TR. Predictors of Stroke and Coma After Neurosurgery: An ACS-NSQIP Analysis. World Neurosurg. 2016 Sep; 93:299-305. PMID: 27312388.
    Citations: 2     Fields:    Translation:Humans
  99. Cote DJ, Karhade AV, Larsen AM, Burke WT, Castlen JP, Smith TR. United States neurosurgery annual case type and complication trends between 2006 and 2013: An American College of Surgeons National Surgical Quality Improvement Program analysis. J Clin Neurosci. 2016 Sep; 31:106-11. PMID: 27183956.
    Citations: 4     Fields:    Translation:Humans
  100. Dodd AC, Lakomkin N, Attum B, Bulka C, Karhade AV, Douleh DG, Mir H, Jahangir AA, Obremskey WT, Sethi MK. Predictors of Adverse Events for Ankle Fractures: An Analysis of 6800 Patients. J Foot Ankle Surg. 2016 Jul-Aug; 55(4):762-6. PMID: 27086177.
    Citations: 7     Fields:    Translation:Humans
  101. Russ PK, Karhade AV, Bitting AL, Doyle A, Solinas F, Wright DW, Haselton FR. A Prototype Biomarker Detector Combining Biomarker Extraction and Fixed Temperature PCR. J Lab Autom. 2016 Aug; 21(4):590-8. PMID: 26920577.
    Citations: 3     Fields:    Translation:HumansAnimalsCells
  102. Cote DJ, Karhade AV, Larsen AM, Castlen JP, Smith TR. Neurosurgical Defensive Medicine in Texas and Illinois: A Tale of 2 States. World Neurosurg. 2016 May; 89:112-20. PMID: 26852707.
    Citations: 5     Fields:    Translation:Humans
  103. Allen M, Kachadoorian M, Carrasquillo MM, Karhade A, Manly L, Burgess JD, Wang C, Serie D, Wang X, Siuda J, Zou F, Chai HS, Younkin C, Crook J, Medway C, Nguyen T, Ma L, Malphrus K, Lincoln S, Petersen RC, Graff-Radford NR, Asmann YW, Dickson DW, Younkin SG, Ertekin-Taner N. Late-onset Alzheimer disease risk variants mark brain regulatory loci. Neurol Genet. 2015 Aug; 1(2):e15. PMID: 27066552; PMCID: PMC4807909.
    Citations: 32     
  104. Bitting AL, Bordelon H, Baglia ML, Davis KM, Creecy AE, Short PA, Albert LE, Karhade AV, Wright DW, Haselton FR, Adams NM. Automated Device for Asynchronous Extraction of RNA, DNA, or Protein Biomarkers from Surrogate Patient Samples. J Lab Autom. 2016 Dec; 21(6):732-742. PMID: 26194105.
    Citations: 4     Fields:    Translation:Humans
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Funded by the NIH National Center for Advancing Translational Sciences through its Clinical and Translational Science Awards Program, grant number UL1TR002541.