2022 Swanson School Summary of Faculty Research

Page 36

BIOENGINEERING

Gelsy Torres-Oviedo, PhD

406 Benedum Hall | 3700 O’Hara Street | Pittsburgh PA 15213

Associate Professor Co-director, Human Movement Research Laboratory

P. 412-624-2660 gelsyto@pitt.edu

Motor Adaptation Research Laboratory We investigate the ability of the human motor system to adapt walking patterns and learn new movements upon sustained changes in the environment. I am interested in improving the gait of patients with unilateral cortical lesions, such as stroke. To this end, I also study how to stimulate learning mechanisms in post-stroke survivors via locomotor adaptation paradigms. I particularly focus on investigating 1) the adaptability of muscle coordination in patients and healthy subjects when they experience novel walking conditions, 2) the functional

consequences (i.e., biomechanical changes) of the adapted muscle activity, and 3) the generalization of adaptation effects from treadmill walking to over ground locomotor movements. To attain these goals, I am an expert in quantifying human motor behavior through kinematic, kinetic and muscle activity recordings. I also understand how to design adequate psychophysical experiments to observe the adaptation of locomotion in human subjects with and without neurological disorders. Three ongoing research projects are described below.

Development of Personalized Gait Rehabilitation Post-stroke A major challenge in physical rehabilitation is developing treatments that are both effective and efficient. Most physical treatments follow a general protocol for all patients, but often do not achieve similar positive results. It is well accepted that personalized treatments would improve clinical outcomes. However, current standard measures are frequently insensitive to detect individual variations across patients. Thus, sensitive measures to patient-specific impairments are needed to customize treatments accordingly. In this project we have two main goals: 1) to examine patientspecific deficits leading to step asymmetry during gait in individuals with stroke, and 2) to develop strategies to specifically target these deficits. To this end, we developed an analytical model and an innovative experimental approach to evaluate what patientspecific deficits underlie step asymmetry post-stroke. Based on this information we target asymmetries specific to each patient. These are key steps towards developing personalized gait rehabilitation after stroke.

Understanding the Effect of Aging in Locomotor Learning While walking without falling in an ever-changing environment is easily achieved by most of us, older adults frequently fall -leading to fatal and non-fatal injuries. A critical process enabling us to navigate with ease across different terrains is motor adaptation, which allows us to adjust our movements to match environmental demands. For example, we adapt our stepping when walking on icy-surfaces to avoid falling. Despite the relevance of motor adaptation for balance control in walking, little is known about how this process changes with age. Therefore, we investigate the motor adaptation mechanisms available to older adults during locomotion. To this end we will use an innovative split-belt treadmill paradigm, which can be used in the laboratory to create novel environmental conditions by moving the belts independently under each foot. While young adults can adapt their gait during split-belt walking and learn new locomotor patterns, it is not clear if these abilities change with age. This is relevant because if we understand the learning mechanisms available to older adults we will use them to optimize the use of the split-belt treadmill as a rehabilitation tool in older clinical populations.

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Understanding Generalization of Locomotor Learning A primary issue in rehabilitation robotics is the fact that devices like exoskeletons and treadmills correct patients’ movements while using the device but not without them. Several clinical trials have reported limited efficacy of robotic aid in gait rehabilitation -possibly because patients cannot improve their mobility during ‘real-life’ situations off of the training devices. To address this challenge our objective is to identify key factors that regulate the generalization of locomotor learning after stroke. Our rationale is that once factors mediating the generalization of learning are identified, they could be harnessed to develop interventions that would improve the mobility of stroke survivors beyond the clinical setting. In these projects we use a computational framework and experimental approaches that analyze step-to-step changes when subjects transition between treadmill and overground walking. Our results allow us to generate predictions on how to train patients to maximize the positive effects of treadmill-assisted learning to real-life situations.

DEPARTMENT OF BIOENGINEERING


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Xiayun (Sharon) Zhao, PhD

37min
pages 133-154

Jörg M.K. Wiezorek, PhD

2min
page 131

Wei Xiong, PhD, D.Eng

1min
page 132

Guofeng Wang, PhD

2min
page 130

Jeffrey Vipperman, PhD

2min
page 129

Albert C. To, PhD

1min
page 128

Patrick Smolinski, PhD

1min
page 127

Inanc Senocak, PhD

1min
page 126

David Schmidt, PhD

2min
page 125

Ian Nettleship, PhD

2min
page 124

Scott X. Mao, PhD

2min
page 123

Jung-Kun Lee, PhD

3min
page 122

Tevis D. B. Jacobs, PhD

1min
page 121

William W. Clark, PhD

2min
page 118

Daniel G. Cole, PhD, PE

2min
page 119

Katherine Hornbostel, PhD

1min
page 120

Minking K. Chyu, PhD

2min
page 117

Heng Ban, PhD, PE

2min
page 115

Hessam Babaee, PhD

2min
page 114

Michael D. Sherwin, PhD, P.E

2min
pages 111-113

Markus Chmielus, PhD

1min
page 116

M. Ravi Shankar, PhD

2min
page 110

Amin Rahimian, PhD

1min
page 108

Jayant Rajgopal, PhD, P.E

2min
page 109

Lisa M. Maillart, PhD

2min
page 107

Paul W. Leu, PhD

1min
page 106

Daniel R. Jiang, PhD

1min
page 105

Oliver Hinder, PhD

2min
page 104

Joel M. Haight, PhD, P.E., CIH, CSP

2min
page 103

Renee M. Clark, PhD

2min
page 102

Karen M. Bursic, PhD

1min
page 100

Youngjae Chun, PhD

3min
page 101

Mary Besterfield-Sacre, PhD

2min
page 99

Minhee Yun, PhD

2min
pages 96-97

Mostafa Bedewy, PhD

1min
page 98

Nathan Youngblood, PhD

2min
page 95

Jun Yang, PhD

3min
page 94

Gregory F. Reed, PhD

3min
page 91

Feng Xiong, PhD

2min
page 93

Inhee Lee, PhD

2min
page 88

Guangyong Li, PhD

2min
page 89

Alexis Kwasinski, PhD

2min
page 87

Hong Koo Kim, PhD

2min
page 86

Alex K. Jones, PhD

3min
page 85

Brandon M. Grainger, PhD

2min
page 83

Alan D. George, PhD, FIEEE

2min
page 82

Masoud Barati, PhD

2min
page 81

Mai Abdelhakim, PhD

1min
page 80

Meng Wang, PhD

1min
pages 78-79

Radisav Vidic, PhD

2min
page 77

Julie M. Vandenbossche, PhD, PE

2min
page 76

Aleksandar Stevanovic, PhD, P.E., FASCE

2min
page 75

Piervincenzo Rizzo, PhD

2min
page 74

Xu Liang, PhD

2min
page 71

Jeen-Shang Lin, PhD, P.E

2min
page 72

Carla Ng, PhD

2min
page 73

Sarah Haig, PhD

2min
page 69

Lei Fang, PhD

3min
page 66

Andrew P. Bunger, PhD

2min
page 65

Alessandro Fascetti, PhD

2min
page 67

Melissa Bilec, PhD

2min
page 64

Judith C. Yang, PhD

2min
pages 61-63

Götz Veser, PhD

2min
page 59

Christopher E. Wilmer, PhD

1min
page 60

Sachin S. Velankar, PhD

2min
page 58

Tagbo Niepa, PhD

2min
page 55

Jason E. Shoemaker, PhD

1min
page 57

Giannis Mpourmpakis, PhD

2min
page 54

Badie Morsi, PhD

3min
page 53

James R. McKone, PhD

1min
page 52

Lei Li, PhD

1min
page 50

Steve R. Little, PhD

2min
page 51

John A. Keith, PhD

2min
page 49

J. Karl Johnson, PhD

2min
page 48

Susan Fullerton, PhD

2min
page 47

Robert M. Enick, PhD

2min
page 46

Eric J. Beckman, PhD

2min
page 45

Ipsita Banerjee, PhD

2min
page 44

Ioannis Zervantonakis, PhD

2min
pages 41-43

Savio L-Y. Woo, PhD, D.Sc., D.Eng

2min
page 40

Justin S. Weinbaum, PhD

1min
page 39

Jonathan Vande Geest, PhD

1min
page 37

David A. Vorp, PhD

2min
page 38

Sanjeev G. Shroff, PhD

2min
page 34

Gelsy Torres-Oviedo, PhD

3min
page 36

George Stetten, MD, PhD

2min
page 35

Joseph Thomas Samosky, PhD

2min
page 33

Warren C. Ruder, PhD

1min
page 32

Partha Roy, PhD

2min
page 31

Prashant N. Kumta, PhD

2min
page 27

Spandan Maiti, PhD

2min
page 29

Mark Redfern, PhD

2min
page 30

Patrick J. Loughlin, PhD

2min
page 28

Mangesh Kulkarni, PhD

1min
page 26

Takashi “TK” Kozai, PhD

2min
page 25

Katrina M. Knight, PhD

2min
page 24

Bistra Iordanova, PhD

1min
page 23

Alan D. Hirschman, PhD

1min
page 21

Mark Gartner, PhD

1min
page 20

William Federspiel, PhD

2min
page 18

Neeraj J. Gandhi, PhD

2min
page 19

Tamer S. Ibrahim, PhD

5min
page 22

Richard E. Debski, PhD

1min
page 17

Lance A. Davidson, PhD

2min
page 16

Rakié Cham, PhD

2min
page 13

Steven Abramowitch, PhD

2min
page 8

Moni Kanchan Datta, PhD

2min
page 15

Bryan N. Brown, PhD

1min
page 12

Kurt E. Beschorner, PhD

2min
page 10

Harvey Borovetz, PhD

1min
page 11

Aaron Batista, PhD

4min
page 9

Tracy Cui, PhD

2min
page 14
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