Advantages and Disadvantages of Random Forest Models for Prediction of Hip Fracture Risk Versus Mortality Risk in the Oldest Old

Authors: Lisa Langsetmo, John T. Schousboe, Brent C. Taylor, Jane A. Cauley, Howard A. Fink, Peggy M. Cawthon, Deborah M. Kado, Kristine E. Ensrud, for the Osteoporotic Fractures in Men (MrOS) Research Group

Source: JBMR Plus, Vol 7, Iss 8, Pp n/a-n/a (2023)

Subject Terms: HIP FRACTURE, MACHINE LEARNING, RANDOM FOREST, Orthopedic surgery, RD701-811, Diseases of the musculoskeletal system, RC925-935

File Description: electronic resource

Relation: https://doaj.org/toc/2473-4039

Access URL: https://doaj.org/article/edb88b59b52d4a75b697e2382c6450cb

Loss of Hip BMD in Older Men: The Osteoporotic Fractures in Men (MrOS) Study

Authors: Cawthon, P.M., Ewing, S.K., McCulloch, C.E., Ensrud, K.E., Cauley, J.A., Cummings, S.R., Orwoll, E.S., Osteoporotic Fractures in Men (MrOS) Research Group

Source: JOURNAL OF BONE AND MINERAL RESEARCH. 24(10):1728-1735

Availability: http://explore.bl.uk/primo_library/libweb/action/display.do?tabs=detailsTab&gathStatTab=true&ct=display&fn=search&doc=ETOCRN258808846&indx=1&recIds=ETOCRN258808846

Histories including number of falls may improve risk prediction for certain non-vertebral fractures in older men

Authors: Faulkner, K.A., Chan, B.K.S., Cauley, J.A., Marshall, L.M., Ensrud, K.E., Stefanick, M.L., Orwoll, E.S., Osteoporotic Fractures in Men (MrOS) Research Group

Source: INJURY PREVENTION. 15(5):307-311

Availability: http://explore.bl.uk/primo_library/libweb/action/display.do?tabs=detailsTab&gathStatTab=true&ct=display&fn=search&doc=ETOCRN258607206&indx=1&recIds=ETOCRN258607206

Trochanteric Soft Tissue Thickness and Hip Fracture in Older Men

Authors: Nielson, C.M., Bouxsein, M.L., Freitas, S.S., Ensrud, K.E., Orwoll, E.S., Osteoporotic Fractures in Men (MrOS) Research Group

Source: JOURNAL OF CLINICAL ENDOCRINOLOGY AND METABOLISM. 94(2):491-496

Availability: http://explore.bl.uk/primo_library/libweb/action/display.do?tabs=detailsTab&gathStatTab=true&ct=display&fn=search&doc=ETOCRN245564488&indx=1&recIds=ETOCRN245564488

Proximal Femoral Structure and the Prediction of Hip Fracture in Men: A Large Prospective Study Using QCT

Authors: Black, D.M., Bouxsein, M.L., Marshall, L.M., Cummings, S.R., Lang, T.F., Cauley, J.A., Ensrud, K.E., Nielson, C.M., Orwoll, E.S., Osteoporotic Fractures in Men (MrOS) Research Group

Source: JOURNAL OF BONE AND MINERAL RESEARCH. 23(8):1326-1333

Availability: http://explore.bl.uk/primo_library/libweb/action/display.do?tabs=detailsTab&gathStatTab=true&ct=display&fn=search&doc=ETOCRN232934384&indx=1&recIds=ETOCRN232934384

Physical Performance and Risk of Hip Fractures in Older Men

Authors: Cawthon, P.M., Fullman, R.L., Marshall, L., Mackey, D.C., Fink, H.A., Cauley, J.A., Cummings, S.R., Orwoll, E.S., Ensrud, K.E., Osteoporotic Fractures in Men (MrOS) Research Group

Source: JOURNAL OF BONE AND MINERAL RESEARCH. 23(7):1037-1044

Availability: http://explore.bl.uk/primo_library/libweb/action/display.do?tabs=detailsTab&gathStatTab=true&ct=display&fn=search&doc=ETOCRN231897640&indx=1&recIds=ETOCRN231897640

Race and Ethnic Variation in Proximal Femur Structure and BMD Among Older Men

Authors: Marshall, L. M., Zmuda, J. M., Chan, B. K. S., Barrett-Connor, E., Cauley, J. A., Ensrud, K. E., Lang, T. F., Orwoll, E. S., Osteoporotic Fractures in Men (MrOS) Research Group

Source: JOURNAL OF BONE AND MINERAL RESEARCH. 23(1):121-130

Availability: http://explore.bl.uk/primo_library/libweb/action/display.do?tabs=detailsTab&gathStatTab=true&ct=display&fn=search&doc=ETOCRN221725357&indx=1&recIds=ETOCRN221725357

Demographic factors associated with the diet quality of older US men: baseline data from the Osteoporotic Fractures in Men (MrOS) study

Authors: Shannon, J., Shikany, J. M., Barrett-Connor, E., Marshall, L. M., Bunker, C. H., Chan, J. M., Stone, K. L., Orwoll, E., Osteoporotic Fractures in Men (MrOS) Research Group

Source: PUBLIC HEALTH NUTRITION -CAB INTERNATIONAL-. 10(8):810-818

Availability: http://explore.bl.uk/primo_library/libweb/action/display.do?tabs=detailsTab&gathStatTab=true&ct=display&fn=search&doc=ETOCRN212803271&indx=1&recIds=ETOCRN212803271

Dimensions and Volumetric BMD of the Proximal Femur and Their Relation to Age Among Older U.S. Men

Authors: Marshall, L. M., Lang, T. F., Lambert, L. C., Zmuda, J. M., Ensrud, K. E., Orwoll, E. S., Osteoporotic Fractures in Men (MrOS) Research Group

Source: JOURNAL OF BONE AND MINERAL RESEARCH. 21(8):1197-1206

Availability: http://explore.bl.uk/primo_library/libweb/action/display.do?tabs=detailsTab&gathStatTab=true&ct=display&fn=search&doc=ETOCRN192271665&indx=1&recIds=ETOCRN192271665

Normative Values of Muscle Power using Force Plate Jump Tests in Men Aged 77-101 Years: The Osteoporotic Fractures in Men (MrOS) Study.

Authors: Strotmeyer, Elsa S., Winger, M. E., Cauley, J. A., Boudreau, R. M., Cusick, D., Collins, R. F., Chalhoub, D., Buehring, B., Orwoll, E., Harris, T. B., Caserotti, P., Osteoporotic Fractures in Men (MrOS) Research Group

Source: Journal of Nutrition, Health & Aging; Dec2018, Vol. 22 Issue 10, p1167-1175, 9p

Subject Terms: LEG physiology, AGE distribution, COGNITION, BONE fractures, RANGE of motion of joints, JUMPING, MEDICAL cooperation, MEN'S health, MUSCLE strength, OSTEOPOROSIS, RESEARCH, COMORBIDITY, ACTIVITIES of daily living, BODY movement, BODY mass index, INDEPENDENT living, CROSS-sectional method, STAIR climbing, PHYSICAL activity, WEIGHT-bearing (Orthopedics), OLD age

Weight loss in men in late life and bone strength and microarchitecture: a prospective study.

Authors: Ensrud, K. E., Vo, T. N., Burghardt, A. J., Schousboe, J. T., Cauley, J. A., Taylor, B. C., Hoffman, A. R., Orwoll, E. S., Lane, N. E., Langsetmo, L., for the Osteoporotic Fractures in Men (MrOS) Research Group

Source: Osteoporosis International; Jul2018, Vol. 29 Issue 7, p1549-1558, 10p, 1 Diagram, 4 Charts, 1 Graph

Subject Terms: WEIGHT loss, MEN'S health, BONE density, BONE metabolism, PHYSIOLOGY, BONE physiology, COMPACT bone, AGE distribution, BONE lengthening (Orthopedics), COMPUTED tomography, CONFIDENCE intervals, HEALTH status indicators, LONGITUDINAL method, RADIAL bone, REGRESSION analysis, TIBIA, WEIGHT gain, BODY mass index, INDEPENDENT living, PHYSICAL activity, WEIGHT-bearing (Orthopedics), CANCELLOUS bone

Actigraphy- and Polysomnography-Measured Sleep Disturbances, Inflammation, and Mortality Among Older Men.

Authors: Smagula, Stephen F., Stone, Katie L., Redline, Susan, Ancoli-Israel, Sonia, Barrett-Connor, Elizabeth, Lane, Nancy E., Orwoll, Eric S., Cauley, Jane A., Osteoporotic Fractures in Men (MrOS) Research Group

Source: Psychosomatic Medicine; Jul/Aug2016, Vol. 78 Issue 6, p686-696, 11p

Macronutrients, diet quality, and frailty in older men.

Authors: Shikany, James M, Barrett-Connor, Elizabeth, Ensrud, Kristine E, Cawthon, Peggy M, Lewis, Cora E, Dam, Thuy-Tien L, Shannon, Jackilen, Redden, David T, Osteoporotic Fractures in Men (MrOS) Research Group

Source: Journals of Gerontology Series A: Biological Sciences & Medical Sciences; Jun2014, Vol. 69 Issue 6, p695-701, 7p

Subject Terms: GERIATRIC assessment, DIET, FOOD habits, BONE fractures, FRAIL elderly, HEALTH status indicators, OSTEOPOROSIS, QUESTIONNAIRES, RESEARCH funding, DISEASE incidence, NUTRITIONAL status

Geographic Terms: UNITED States

Behavioral correlates of sleep-disordered breathing in older men.

Authors: Kezirian EJ, Harrison SL, Ancoli-Israel S, Redline S, Ensrud K, Goldberg AN, Claman DM, Spira AP, Stone KL, Study of Osteoporotic Fractures in Men (MrOS) Research Group, Kezirian, Eric J, Harrison, Stephanie L, Ancoli-Israel, Sonia, Redline, Susan, Ensrud, Kristine, Goldberg, Andrew N, Claman, David M, Spira, Adam P, Stone, Katie L, Study of Osteoporotic in Men Research Group

Source: Sleep; 2009 Feb 1, Vol. 32 Issue 2, p253-261, 9p