Marta Karas

Free-living gait cadence measured by wearable accelerometer: a promising alternative to traditional measures of mobility for assessing fall risk.

Urbanek JK, Roth DL, Karas M, Wanigatunga AA, Mitchell CM, Juraschek SP, Cai Y, Appel LJ, Schrack JA.

J Gerontol A Biol Sci Med Sci. 2022 Jan 13. PMID: 35029661

Estimation of free-living walking cadence from wrist-worn sensor accelerometry data and its association with SF-36 quality of life scores.

Karas M, Urbanek JK, Illiano VP, Bogaarts G, Crainiceanu CM, Dorn JF.

Physiol Meas. 2021 06 29. 42(6). PMID: 34049292

Adaptive empirical pattern transformation (ADEPT) with application to walking stride segmentation.

Karas M, Stra Czkiewicz M, Fadel W, Harezlak J, Crainiceanu CM, Urbanek JK.

Biostatistics. 2021 04 10. 22(2):331-347. PMID: 31545345

Connectivity-informed adaptive regularization for generalized outcomes.

Brzyski D, Karas M, Ances BM, Dzemidzic M, Goñi J, Randolph TW, Harezlak J.

Can J Stat. 2021 Mar. 49(1):203-227. PMID: 35002039

Predicting Subjective Recovery from Lower Limb Surgery Using Consumer Wearables.

Karas M, Marinsek N, Goldhahn J, Foschini L, Ramirez E, Clay I.

Digit Biomark. 2020. 4(Suppl 1):73-86. PMID: 33442582

Accelerometry data in health research: challenges and opportunities.

Karas M, Bai J, Straczkiewicz M, Harezlak J, Glynn NW, Harris T, Zipunnikov V, Crainiceanu C, Urbanek JK.

Stat Biosci. 2019 Jul. 11(2):210-237. PMID: 31762829

Brain connectivity-informed regularization methods for regression.

Karas M, Brzyski D, Dzemidzic M, Goñi J, Kareken DA, Randolph TW, Harezlak J.

Stat Biosci. 2019 Apr. 11(1):47-90. PMID: 31217828