Embedded Files
International Journals
International Journals
Smart home healthcare using Artificial Intelligence of Things: Emergency prediction and prevention for cerebrovascular disease patients
Smart home healthcare using Artificial Intelligence of Things: Emergency prediction and prevention for cerebrovascular disease patients
Baek, J., Chong, J. W., Cho, K-H., Lim, L. (2026). Smart home healthcare using Artificial Intelligence of Things: Emergency prediction and prevention for cerebrovascular disease patients. Engineering Applications of Artificial Intelligence, 163, 112870.
Accessible Bus Stops: Evaluating Bus Stop Design Guidelines for Diverse Transportation-Disadvantaged Groups
Accessible Bus Stops: Evaluating Bus Stop Design Guidelines for Diverse Transportation-Disadvantaged Groups
Jeong, D., Kim, J., Shrestha, S., Yeo, H., Lim, L. (2025). Accessible Bus Stops: Evaluating Bus Stop Design Guidelines for Diverse Transportation-Disadvantaged Groups. Journal of Urban Design. (Accepted)
An interpretable AI for smart homes: Identifying fall prevention strategies for older adults using multimodal deep learning
An interpretable AI for smart homes: Identifying fall prevention strategies for older adults using multimodal deep learning
Baek, J., Li, Y., Chong, J. W., & Lim, L. (2025). An interpretable AI for smart homes: Identifying fall prevention strategies for older adults using multimodal deep learning. IEEE Journal of Biomedical and Health Informatics, 29(10), 7643-7656.
Designing liveable underground spaces: The role of experiences and attitudes in shaping environmental perceptions.
Designing liveable underground spaces: The role of experiences and attitudes in shaping environmental perceptions.
Jeong, D., Baek, D., Noh, J., Baek, J., & Lim, L. (2025). Designing liveable underground spaces: The role of experiences and attitudes in shaping environmental perceptions. Indoor and Built Environment, 1420326X251383040.
Operating room built environment and One’s role in the OR impacts perceptions of resilience
Operating room built environment and One’s role in the OR impacts perceptions of resilience
Watral, A. T., Gill, S., Lim, L., Pulos, B., Thompson, B., Mccoy, J., ... & Blocker, R. (2025). Operating room built environment and One’s role in the OR impacts perceptions of resilience. Safety Science, 186, 106826.
Evaluating the Impact of Windows, Artificial Windows, and Ceiling Height on Stress Levels through Subjective and Objective Measures
Evaluating the Impact of Windows, Artificial Windows, and Ceiling Height on Stress Levels through Subjective and Objective Measures
Baek, D., Kim, H., Wei, Q., Lee, S., & Lim, L. (2025). Evaluating the Impact of Windows, Artificial Windows, and Ceiling Height on Stress Levels through Subjective and Objective Measures. Building and Environment, 113182.
Keeping Healthcare Workers Safe During a Pandemic: Evaluating Doffing Area Design for Safer Removal of Personal Protective Equipment
Keeping Healthcare Workers Safe During a Pandemic: Evaluating Doffing Area Design for Safer Removal of Personal Protective Equipment
Matić, Z., Oh, Y., Grindle, A., DuBose, J. R., & Lim, L. (2025). Keeping Healthcare Workers Safe During a Pandemic: Evaluating Doffing Area Design for Safer Removal of Personal Protective Equipment. HERD: Health Environments Research & Design Journal, 19375867241311273.
Integrating visual and community environments in a motorcycle crash and casualty estimation
Integrating visual and community environments in a motorcycle crash and casualty estimation
Y Kim, H Yeo, L Lim, B Noh (2024). Integrating visual and community environments in a motorcycle crash and casualty estimation. Accident Analysis & Prevention 208, 107792
Estimating casualties from urban fires: A focus on building and urban environment information
Estimating casualties from urban fires: A focus on building and urban environment information
Y Kim, Y Cho, HK Heo, L Lim (2024) Estimating casualties from urban fires: A focus on building and urban environment information. Sustainable Cities and Society 115, 105839
Can Residents Access Leisure Spaces in Our City: Investigating the Leisure Space Distribution in Seoul, South Korea
Can Residents Access Leisure Spaces in Our City: Investigating the Leisure Space Distribution in Seoul, South Korea
Jin, H. Y., Cho, J., Kim, Y., & Lim, L. (2024). Can Residents Access Leisure Spaces in Our City: Investigating the Leisure Space Distribution in Seoul, South Korea. Leisure Sciences, 1-25.
Toward healthy underground spaces: a review of underground environmental design factors and their impacts on users' physiological and psychological health
Toward healthy underground spaces: a review of underground environmental design factors and their impacts on users' physiological and psychological health
Baek, D., Baek, J., Noh, J., Oh, Y., & Lim, L. (2024). Toward healthy underground spaces: a review of underground environmental design factors and their impacts on users' physiological and psychological health. HERD: Health Environments Research & Design Journal, 19375867241238470.
Improving the Mental Health of Surgical Teams through Operating Room Design
Improving the Mental Health of Surgical Teams through Operating Room Design
Oh, Y., Gill, S., Baek, D., Watral, A., Pulos, B., Thompson, B., ... & Blocker, R. (2024). Improving the Mental Health of Surgical Teams Through Operating Room Design. HERD: Health Environments Research & Design Journal, 17(2), 57-76.
Unveiling pedestrian injury risk factors through integration of urban contexts using multimodal deep learning
Unveiling pedestrian injury risk factors through integration of urban contexts using multimodal deep learning
Baek, J., & Lim, L. (2024). Unveiling pedestrian injury risk factors through integration of urban contexts using multimodal deep learning. Sustainable Cities and Society, 101, 105168.
Sustainable, walkable cities for the elderly: Identification of the built environment for walkability by activity purpose
Sustainable, walkable cities for the elderly: Identification of the built environment for walkability by activity purpose
Kim, Y., Yeo, H., & Lim, L. (2024). Sustainable, walkable cities for the elderly: Identification of the built environment for walkability by activity purpose. Sustainable Cities and Society, 100, 105004.
The Role of Healthcare Facility Design on the Mental Health of Healthcare Professionals: A Literature Review
The Role of Healthcare Facility Design on the Mental Health of Healthcare Professionals: A Literature Review
Jin, H. Y., Gold, C., Cho, J., Marzban, F., & Lim, L. (2023). The role of healthcare facility design on the mental health of healthcare professionals: A literature review. HERD: Health Environments Research & Design Journal, 16(1), 270-286.
Placing Users at the Center: Evaluating Exam Room Design for Improved User Experience
Placing Users at the Center: Evaluating Exam Room Design for Improved User Experience
Matić, Z., Oh, Y., Lim, L., & Zimring, C. (2022). Placing users at the center: Evaluating exam room design for improved user experience. HERD: Health Environments Research & Design Journal, 15(4), 152-166.
Clinic Design for Safety During the Pandemic: Safety or Teamwork, Can We Only Pick One?
Clinic Design for Safety During the Pandemic: Safety or Teamwork, Can We Only Pick One?
Lim, L., Zimring, C. M., DuBose, J. R., Fischer, G. M., & Stroebel, R. (2022). Clinic design for safety during the pandemic: Safety or teamwork, can we only pick one?. HERD: Health Environments Research & Design Journal, 15(3), 28-41.
Beyond co-location: Visual connections of staff workstations and staff communication in primary care clinics
Beyond co-location: Visual connections of staff workstations and staff communication in primary care clinics
Lim, L., Kanfer, R., Stroebel, R. J., & Zimring, C. M. (2022). Beyond co-location: Visual connections of staff workstations and staff communication in primary care clinics. Environment and Behavior, 54(1), 3-35.
The impact of clinic design on teamwork development in primary care
The impact of clinic design on teamwork development in primary care
Stroebel, R. J., Obeidat, B., Lim, L., Mitchell, J. D., Jasperson, D. B., & Zimring, C. (2021). The impact of clinic design on teamwork development in primary care. Health care management review, 46(3), 257-264.
The Representational Function of Clinic Design: Staff and Patient Perceptions of Teamwork
The Representational Function of Clinic Design: Staff and Patient Perceptions of Teamwork
Lim, L., Kanfer, R., Stroebel, R. J., & Zimring, C. M. (2021). The representational function of clinic design: staff and patient perceptions of teamwork. HERD: Health Environments Research & Design Journal, 14(2), 254-270.
Designing for Effective and Safe Multidisciplinary Primary Care Teamwork: Using the Time of COVID-19 as a Case Study
Designing for Effective and Safe Multidisciplinary Primary Care Teamwork: Using the Time of COVID-19 as a Case Study
Lim, L., Zimring, C. M., DuBose, J. R., Lee, J., Stroebel, R. J., & Matthews, M. R. (2021). Designing for effective and safe multidisciplinary primary care teamwork: Using the time of COVID-19 as a case study. International journal of environmental research and public health, 18(16), 8758.
A Conceptual Visibility Framework for Linking Spatial Metrics With Experience and Organizational Outcomes
A Conceptual Visibility Framework for Linking Spatial Metrics With Experience and Organizational Outcomes
Lim, L., & Zimring, C. M. (2020). A conceptual visibility framework for linking spatial metrics with experience and organizational outcomes. HERD: Health Environments Research & Design Journal, 13(4), 225-239.
Spatial influences on team awareness and communication in two outpatient clinics: A multiple methods study
Spatial influences on team awareness and communication in two outpatient clinics: A multiple methods study
Lim, L., Moore, M., DuBose, J. R., Obeidat, B., Stroebel, R., & Zimring, C. M. (2020). Spatial influences on team awareness and communication in two outpatient clinics: A multiple methods study. Journal of General Internal Medicine, 35, 1987-1996.
Backstage staff communication: The effects of different levels of visual exposure to patients
Backstage staff communication: The effects of different levels of visual exposure to patients
Lim, L., Kanfer, R., Stroebel, R. J., & Zimring, C. M. (2020). Backstage staff communication: The effects of different levels of visual exposure to patients. HERD: Health Environments Research & Design Journal, 13(3), 54-69.
Measuring interpersonal visual relationships in healthcare facilities: The agent visibility model and SAVisualPower tool
Measuring interpersonal visual relationships in healthcare facilities: The agent visibility model and SAVisualPower tool
Lim, L., Kim, M., & Zimring, C. M. (2019). Measuring interpersonal visual relationships in healthcare facilities: The agent visibility model and SAVisualPower tool. HERD: Health Environments Research & Design Journal, 12(4), 203-216.
Through the eyes of the user: evaluating neonatal intensive care unit design
Through the eyes of the user: evaluating neonatal intensive care unit design
Denham, M. E., Bushehri, Y., & Lim, L. (2018). Through the eyes of the user: evaluating neonatal intensive care unit design. HERD: Health Environments Research & Design Journal, 11(3), 49-65.
Urban morphology and syntactic structure: A discussion of the relationship of block size to street integration in some settlements in the Provence
Urban morphology and syntactic structure: A discussion of the relationship of block size to street integration in some settlements in the Provence
Lim, L., Yang, T., Vialard, A., Feng, C., & Peponis, J. (2015). Urban morphology and syntactic structure: A discussion of the relationship of block size to street integration in some settlements in the Provence. The Journal of Space Syntax, 6(1), 142-169.
International Conferences
International Conferences
Designing Safer Urban Environments: Spatial and Temporal Insights on Crime
Designing Safer Urban Environments: Spatial and Temporal Insights on Crime
Kim, Y., Lee, J., Ahn, E., Cho, Y., Ko, Y., Lim, L. (2025, May) Designing Safer Urban Environments: Spatial and Temporal Insights on Crime. Paper presented at EDRA56: Designing Communities for Climate Action and Resilience. Environmental Design Research Association, Halifax, Nova Scotia, Canada.
Bus Stop Accessibility and Equity: Analyzing Design Standards for Transportation-Disadvantaged Groups
Bus Stop Accessibility and Equity: Analyzing Design Standards for Transportation-Disadvantaged Groups
Jeong, D., Kim, J., Shrestha, S., Yeo, H., Lim, L. (2025, May). Bus Stop Accessibility and Equity: Analyzing Design Standards for Transportation-Disadvantaged Groups. Paper presented at EDRA56: Designing Communities for Climate Action and Resilience. Environmental Design Research Association, Halifax, Nova Scotia, Canada.
Walking for Leisure or Commerce: Built Environment Preferences across Age Groups
Walking for Leisure or Commerce: Built Environment Preferences across Age Groups
Lee, J. & Lim, L. (2025, May). Walking for Leisure or Commerce: Built Environment Preferences across Age Groups. Paper presented at EDRA56: Designing Communities for Climate Action and ResilienceEnvironmental Preferences & Emergency Preparation. Environmental Design Research Association, Halifax, Nova Scotia, Canada.
Fall Risk Behavioral Markers of Older Adults: Observing Indoor Environments and Behaviors Based on Individual Health Conditions
Fall Risk Behavioral Markers of Older Adults: Observing Indoor Environments and Behaviors Based on Individual Health Conditions
Baek, J., & Lim, L. (2024, June). Fall Risk Behavioral Markers of Older Adults: Observing Indoor Environments and Behaviors Based on Individual Health Conditions. In EDRA55. Environmental Research and Design Association (EDRA).
A Study on the Impact of Workplace Spatial Factors on Psychological Well-Being: Assessing Stress through Various Physiological Signals
A Study on the Impact of Workplace Spatial Factors on Psychological Well-Being: Assessing Stress through Various Physiological Signals
Baek, D., & Lim, L. (2024, June). A Study on the Impact of Workplace Spatial Factors on Psychological Well-Being: Assessing Stress through Various Physiological Signals. EDRA 55. Environmental Research and Design Association (EDRA).
Towards Human-Centered Urban Safety: Designing Urban Environments to Prevent Motorcycle Accidents
Towards Human-Centered Urban Safety: Designing Urban Environments to Prevent Motorcycle Accidents
Y Kim, H Yeo, L Lim, B Noh (2024, June). Towards Human-Centered Urban Safety: Designing Urban Environments to Prevent Motorcycle Accidents. In EDRA55. Environmental Research and Design Association (EDRA).
Differences in urban environmental characteristics of fatal pedestrian traffic accidents by age group
Differences in urban environmental characteristics of fatal pedestrian traffic accidents by age group
Jeong, D., Lee, J., & Lim, L. (2024, June). Differences in Urban Environmental Characteristics of Fatal Pedestrian Traffic Accidents by Age Group. In EDRA55. Environmental Research and Design Association (EDRA).
Where Seniors Would Stay in Cities: Environment Preferences in Cities during Daily Trips in South Korea
Where Seniors Would Stay in Cities: Environment Preferences in Cities during Daily Trips in South Korea
Lee, J., Kim, Y., & Lim, L. (2024, June). Where Seniors Would Stay in Cities: Environment Preferences in Cities during Daily Trips in South Korea. In EDRA55. Environmental Design and Research Association (EDRA).
Streets, Are They Safe to Walk?: Evaluating Street Safety from Fall Hazards Using Computer Vision
Streets, Are They Safe to Walk?: Evaluating Street Safety from Fall Hazards Using Computer Vision
Baek, J., & Lim, L. (2023, June). Streets, Are They Safe to Walk?: Evaluating Street Safety from Fall Hazards Using Computer Vision. In EDRA54. Environmental Research and Design Association (EDRA).
Toward Healthy Underground Cities: How can we design healthy underground cities and what are the concerns of the potential residents?
Toward Healthy Underground Cities: How can we design healthy underground cities and what are the concerns of the potential residents?
Baek, D., Baek, J., Noh, J., & Lim, L. (2023, June). Toward Healthy Underground Cities: How can we design healthy underground cities and what are the concerns of the potential residents?. In EDRA54. Environmental Research and Design Association (EDRA).
Where would the elderly walk?: Identifying preferred built environments of the elderly according to the activity purpose
Where would the elderly walk?: Identifying preferred built environments of the elderly according to the activity purpose
Kim, Y., Lim, L. (2023, June). Where would the elderly walk?:Identifying preferred built environments of the elderly according to the activity purpose. In EDRA54. Environmental Research and Design Association (EDRA).
How Do Students Use the Outdoor Space on Campus? A Case Study on a Campus Design and Its Relation to Outdoor Activities
How Do Students Use the Outdoor Space on Campus? A Case Study on a Campus Design and Its Relation to Outdoor Activities
Noh, J., Lee, S., & Lim, L. (2022, June). How Do Students Use the Outdoor Space on Campus? a Case Study on a Campus Design and Its Relation to Outdoor Activities. In EDRA53. Environmental Research and Design Association (EDRA).
Domestic Journals
Domestic Journals
A Study on Spatial Analyses and Way-finding Before and After the Remodeling of Underground space - With a Focus on the Landmark locations After the Remodeling of a Mixed-Use Commercial Complex, COEX Mall -
A Study on Spatial Analyses and Way-finding Before and After the Remodeling of Underground space - With a Focus on the Landmark locations After the Remodeling of a Mixed-Use Commercial Complex, COEX Mall -
Baek, D., & Lim, L. (2024). A Study on Spatial Analyses and Way-finding Before and After the Remodeling of Underground space - With a Focus on the Landmark locations After the Remodeling of a Mixed-Use Commercial Complex, COEX Mall -. Journal of the Architectural Institute of Korea, 40(1), 3-11.
A Study on Building Extraction Within Flood and Landslide Prone Areas Utilizing Spatial Information of Buildings
A Study on Building Extraction Within Flood and Landslide Prone Areas Utilizing Spatial Information of Buildings
Baek, J., Noh, J., Hyeon, T. H., Cho, Y. J., & Lim, L. (2023). A Study on Building Extraction Within Flood and Landslide Prone Areas Utilizing Spatial Information of Buildings. Journal of the Architectural Institute of Korea, 39(6), 47-54.
Domestic Conferences
Domestic Conferences
Development of a Deep Learning-based Building Sector Carbon Dioxide Emissions Prediction Model for Urban-scale Green House Gas Reduction Strategies
Development of a Deep Learning-based Building Sector Carbon Dioxide Emissions Prediction Model for Urban-scale Green House Gas Reduction Strategies
Baek, J., Kim, J., Park, S., Noh, J., Mossisa, A., T., Han, D., & Lim, L. (2024). Development of a Deep Learning-based Building Sector Carbon Dioxide Emissions Prediction Model for Urban-scale Green House Gas Reduction Strategies. 2024 Autumn Conference, The Korean Society of Climate Change Research
A Study on the Road Surface Characteristics of Pedestrian Fall Location Based on Computer Vision
A Study on the Road Surface Characteristics of Pedestrian Fall Location Based on Computer Vision
Baek, J., & Lim, L. (2023). A Study on the Road Surface Characteristics of Pedestrian Fall Location Based on Computer Vision. 2023 Autumn Conference, the Architectural Institute of Korea
An Analysis of Walking Patterns of Elderly People Using A-priori Algorithm - Focusing on GPS and trip diary data
An Analysis of Walking Patterns of Elderly People Using A-priori Algorithm - Focusing on GPS and trip diary data
Kim, Y., Lim, L. (2023). An Analysis of Walking Patterns of Elderly People Using A-priori Algorithm - Focusing on GPS and trip diary data. 2023 Autumn Conference, the Architectural Institute of Korea.
A Comprehensive Analysis of Concerns from Potential Residents for Health-Centric Urban Planning in Underground Environments
A Comprehensive Analysis of Concerns from Potential Residents for Health-Centric Urban Planning in Underground Environments
Baek, D., Baek, J., Noh, J., & Lim, L. (2023). A Comprehensive Analysis of Concerns from Potential Residents for Health-Centric Urban Planning in Underground Environments. 2023 Autumn Conference, the Architectural Institute of Korea.
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