Lucas J, van Doorn P, Hegedus E, Lewis J, van der Windt D. A systematic review of the global prevalence and incidence of shoulder pain. BMC Musculoskelet Disord. 2022;23(1):1073.

CAS  PubMed  PubMed Central  Google Scholar 

Young BL, Bitzer A, Odum S, Hamid N, Shiffern S, Connor PM. Healthcare costs of failed rotator cuff repairs. JSES Rev Rep Tech. 2023;3(3):318–23.

PubMed  PubMed Central  Google Scholar 

Wagner ER, Farley KX, Higgins I, Wilson JM, Daly CA, Gottschalk MB. The incidence of shoulder arthroplasty: rise and future projections compared with hip and knee arthroplasty. J Shoulder Elbow Surg. 2020;29(12):2601–9.

PubMed  Google Scholar 

Colvin AC, Egorova N, Harrison AK, Moskowitz A, Flatow EL. National trends in rotator cuff repair. J Bone Joint Surg Am. 2012;94(3):227–33.

PubMed  PubMed Central  Google Scholar 

Best MJ, Aziz KT, Wilckens JH, McFarland EG, Srikumaran U. Increasing incidence of primary reverse and anatomic total shoulder arthroplasty in the United States. J Shoulder Elbow Surg. 2021;30(5):1159–66.

PubMed  Google Scholar 

Marigi EM, Kennon JC, Dholakia R, Visscher SL, Borah BJ, Sanchez-Sotelo J, et al. Cost analysis and complication rate comparing open, mini-open, and all arthroscopic rotator cuff repair. JSES Rev Rep Tech. 2021;1(2):84–9.

PubMed  PubMed Central  Google Scholar 

Steinhaus ME, Shim SS, Lamba N, Makhni EC, Kadiyala RK. Outpatient total shoulder arthroplasty: a cost-identification analysis. J Orthop. 2018;15(2):581–5.

CAS  PubMed  PubMed Central  Google Scholar 

Haque A, Singh PH. Does structural integrity following rotator cuff repair affect functional outcomes and pain scores? A meta-analysis. Shoulder Elbow. 2018;10(3):163–9.

PubMed  Google Scholar 

Levy JC, Everding NG, Gil CC Jr., Stephens S, Giveans MR. Speed of recovery after shoulder arthroplasty: a comparison of reverse and anatomic total shoulder arthroplasty. J Shoulder Elbow Surg. 2014;23(12):1872–81.

PubMed  Google Scholar 

Triplet JJ, Everding NG, Levy JC, Moor MA. Functional internal rotation after shoulder arthroplasty: a comparison of anatomic and reverse shoulder arthroplasty. J Shoulder Elbow Surg. 2015;24(6):867–74.

PubMed  Google Scholar 

Polisetty TS, Colley R, Levy JC. Value analysis of anatomic and reverse shoulder arthroplasty for glenohumeral osteoarthritis with an intact rotator cuff. J Bone Joint Surg Am. 2021;103(10):913–20.

PubMed  Google Scholar 

Waterman BR, Dean RS, Naylor AJ, Otte RS, Sumner-Parilla SA, Romeo AA, et al. Comparative clinical outcomes of reverse total shoulder arthroplasty for primary cuff tear arthropathy versus severe glenohumeral osteoarthritis with intact rotator cuff: a matched-cohort analysis. J Am Acad Orthop Surg. 2020;28(23):e1042–8.

PubMed  Google Scholar 

Saini SS, Pettit R, Puzzitiello RN, Hart PA, Shah SS, Jawa A, et al. Clinical outcomes after reverse total shoulder arthroplasty in patients with primary glenohumeral osteoarthritis compared with rotator cuff tear arthropathy: does preoperative diagnosis make a difference? J Am Acad Orthop Surg. 2022;30(3):e415–22.

PubMed  Google Scholar 

Walch G, Moraga C, Young A, Castellanos-Rosas J. Results of anatomic nonconstrained prosthesis in primary osteoarthritis with biconcave glenoid. J Shoulder Elbow Surg. 2012;21(11):1526–33.

PubMed  Google Scholar 

Ho JC, Sabesan VJ, Iannotti JP. Glenoid component retroversion is associated with osteolysis. J Bone Joint Surg Am. 2013;95(12):e82.

PubMed  Google Scholar 

Ho JC, Amini MH, Entezari V, Jun BJ, Alolabi B, Ricchetti ET, et al. Clinical and radiographic outcomes of a posteriorly augmented glenoid component in anatomic total shoulder arthroplasty for primary osteoarthritis with posterior glenoid bone loss. J Bone Joint Surg Am. 2018;100(22):1934–48.

PubMed  Google Scholar 

Matsen FA 3rd, Russ SM, Vu PT, Hsu JE, Lucas RM, Comstock BA. What factors are predictive of patient-reported outcomes? A prospective study of 337 shoulder arthroplasties. Clin Orthop Relat Res. 2016;474(11):2496–510.

PubMed  PubMed Central  Google Scholar 

Shields EJW, Koueiter DM, Maerz T, Schwark A, Wiater JM. Previous rotator cuff repair is associated with inferior clinical outcomes after reverse total shoulder arthroplasty. Orthop J Sports Med. 2017;5(10): 2325967117730311.

PubMed  PubMed Central  Google Scholar 

Mahony GT, Werner BC, Chang B, Grawe BM, Taylor SA, Craig EV, et al. Risk factors for failing to achieve improvement after anatomic total shoulder arthroplasty for glenohumeral osteoarthritis. J Shoulder Elbow Surg. 2018;27(6):968–75.

PubMed  Google Scholar 

Friedman RJ, Eichinger J, Schoch B, Wright T, Zuckerman J, Flurin PH, et al. Preoperative parameters that predict postoperative patient-reported outcome measures and range of motion with anatomic and reverse total shoulder arthroplasty. JSES Open Access. 2019;3(4):266–72.

PubMed  PubMed Central  Google Scholar 

Sahoo S, Entezari V, Ho JC, Jun BJ, Cleveland Clinic Shoulder G, Jin Y, et al. Disease diagnosis and arthroplasty type are strongly associated with short-term postoperative patient-reported outcomes in patients undergoing primary total shoulder arthroplasty. J Shoulder Elbow Surg. 2024;33(6):e308–21.

PubMed  PubMed Central  Google Scholar 

Petri M, Euler SA, Dornan GJ, Greenspoon JA, Horan MP, Katthagen JC, et al. Predictors for satisfaction after anatomic total shoulder arthroplasty for idiopathic glenohumeral osteoarthritis. Arch Orthop Trauma Surg. 2016;136(6):755–62.

PubMed  Google Scholar 

Gladstone JN, Bishop JY, Lo IK, Flatow EL. Fatty infiltration and atrophy of the rotator cuff do not improve after rotator cuff repair and correlate with poor functional outcome. Am J Sports Med. 2007;35(5):719–28.

PubMed  Google Scholar 

Gerber C, Schneeberger AG, Hoppeler H, Meyer DC. Correlation of atrophy and fatty infiltration on strength and integrity of rotator cuff repairs: a study in thirteen patients. J Shoulder Elbow Surg. 2007;16(6):691–6.

PubMed  Google Scholar 

Werthel JD, Boux de Casson F, Burdin V, Athwal GS, Favard L, Chaoui J, et al. CT-based volumetric assessment of rotator cuff muscle in shoulder arthroplasty preoperative planning. Bone Jt Open. 2021;2(7):552–61.

PubMed  PubMed Central  Google Scholar 

Taghizadeh E, Truffer O, Becce F, Eminian S, Gidoin S, Terrier A, et al. Deep learning for the rapid automatic quantification and characterization of rotator cuff muscle degeneration from shoulder CT datasets. Eur Radiol. 2021;31(1):181–90.

PubMed  Google Scholar 

Riem L, Feng X, Cousins M, DuCharme O, Leitch EB, Werner BC, et al. A deep learning algorithm for automatic 3D segmentation of rotator cuff muscle and fat from clinical MRI scans. Radiology: Artificial Intelligence. 2023;5(2): e220132.

PubMed  PubMed Central  Google Scholar 

Medina G, Buckless CG, Thomasson E, Oh LS, Torriani M. Deep learning method for segmentation of rotator cuff muscles on MR images. Skeletal Radiol. 2021;50(4):683–92.

PubMed  Google Scholar 

Conze PH, Brochard S, Burdin V, Sheehan FT, Pons C. Healthy versus pathological learning transferability in shoulder muscle MRI segmentation using deep convolutional encoder-decoders. Comput Med Imaging Graph. 2020;83: 101733.

PubMed  PubMed Central  Google Scholar 

Ro K, Kim JY, Park H, Cho BH, Kim IY, Shim SB, et al. Deep-learning framework and computer assisted fatty infiltration analysis for the supraspinatus muscle in MRI. Sci Rep. 2021;11(1):15065.

CAS  PubMed  PubMed Central  Google Scholar 

Faron A, Sprinkart AM, Kuetting DLR, Feisst A, Isaak A, Endler C, et al. Body composition analysis using CT and MRI: intra-individual intermodal comparison of muscle mass and myosteatosis. Sci Rep. 2020;10(1):11765.

CAS  PubMed  PubMed Central  Google Scholar 

Niklasson E, Borga M, Dahlqvist Leinhard O, Widholm P, Andersson DP, Wiik A, et al. Assessment of anterior thigh muscle size and fat infiltration using single-slice CT imaging versus automated MRI analysis in adults. Br J Radiol. 2022;95(1133): 20211094.

PubMed  PubMed Central  Google Scholar 

Iannotti JP, Weiner S, Rodriguez E, Subhas N, Patterson TE, Jun BJ, et al. Three-dimensional imaging and templating improve glenoid implant positioning. J Bone Joint Surg Am. 2015;97(8):651–8.

PubMed  Google Scholar 

Iannotti JP, Walker K, Rodriguez E, Patterson TE, Jun BJ, Ricchetti ET. Accuracy of 3-dimensional planning, implant templating, and patient-specific instrumentation in anatomic total shoulder arthroplasty. J Bone Joint Surg Am. 2019;101(5):446–57.

PubMed  Google Scholar 

Ricchetti ET, Jun BJ, Jin Y, Entezari V, Patterson TE, Derwin KA, et al. Three-dimensional computed tomography analysis of pathologic correction in total shoulder arthroplasty based on severity of preoperative pathology. J Shoulder Elbow Surg. 2021;30(2):237–49.

PubMed  Google Scholar 

Ricchetti ET, Jun BJ, Jin Y, Ho JC, Patterson TE, Dalton JE, et al. Relationship between glenoid component shift and osteolysis after anatomic total shoulder arthroplasty: three-dimensional computed tomography analysis. J Bone Joint Surg Am. 2021;103(15):1417–30.

PubMed  Google Scholar 

Dice LR. Measures of the amount of ecologic association between species. Ecology. 1945;26(3):297–302.

Google Scholar 

Heimann T, Bv Ginneken, Styner MA, Arzhaeva Y, Aurich V, Bauer C, et al. Comparison and evaluation of methods for liver segmentation from CT datasets. IEEE Trans Med Imaging. 2009;28(8):1251–65.

PubMed  Google Scholar 

Fedorov A, Billet E, Prastawa M, Gerig G, Radmanesh A, Warfield SK, et al. Evaluation of Brain MRI Alignment with the Robust Hausdorff Distance Measures. Bebis G., et al. editors. In: Advances in Visual Computing. ISVC 2008. Lecture Notes in Computer Science, vol 5358. Springer, Berlin, Heidelberg.

Litjens G, Toth R, van de Ven W, Hoeks C, Kerkstra S, van Ginneken B, et al. Evaluation of prostate segmentation algorithms for MRI: the PROMISE12 challenge. Med Image Anal. 2014;18(2):359–73.

PubMed