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Jiyoun Song

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2020 – today

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2024
[j11]
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Anahita Davoudi, Sena Chae, Lauren Evans, Sridevi Sridharan, Jiyoun Song, Kathryn H. Bowles, Margaret V. McDonald, Maxim Topaz:
Fairness gaps in Machine learning models for hospitalization and emergency department visit risk prediction in home healthcare patients with heart failure. Int. J. Medical Informatics 191: 105534 (2024)
[j10]
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Zidu Xu, Lauren Evans, Jiyoun Song, Sena Chae, Anahita Davoudi, Kathryn H. Bowles, Margaret V. McDonald, Maxim Topaz:
Exploring home healthcare clinicians' needs for using clinical decision support systems for early risk warning. J. Am. Medical Informatics Assoc. 31(11): 2641-2650 (2024)
[c16]
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Maxim Topaz, Maryam Zolnoori, Zidu Xu, Jiyoun Song:
Voices Unheard: Exploring New Data Sources in Nursing Through Speech Processing. Nursing Informatics 2024: 300-304
[c15]
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Hanna von Gerich, Dari AlHuwail, Martha K. Badger, Lorraine J. Block, Gabrielle Jacklin Eler, Mattias Georgsson, Jisan Lee, Zerina Lokmic-Tomkins, Erika Lozada Perezmitre, Lisiane Pruinelli, Charlene Ronquillo, Henrique Yoshikazu Shishido, Janine Sommer, Jiyoun Song, Maxim Topaz, Laura-Maria Peltonen:
Future Needs in Nursing Informatics - Preliminary Findings from the Global Nursing Informatics Survey. Nursing Informatics 2024: 337-341
[c14]
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Sang Bin You, Michael A. Stawnychy, Jiyoun Song, Kathryn H. Bowles:
The Role of Health Information Technology During Hospital to Home Transitions. Nursing Informatics 2024: 612-613
[c13]
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  - conf/ni/BowlesYSSS24
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Kathryn H. Bowles, Sang Bin You, Elaine Sang, Jiyoun Song, Michael A. Stawnychy:
EHR Solutions for Information Transfer Deficits During Transitions in Care for Sepsis Survivors. Nursing Informatics 2024: 616-617
[c12]
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Mollie Hobensack, Danielle Scharp, Jiyoun Song, Maxim Topaz:
Social Determinants Documented Across Individuals from Different Racial and Ethnic Groups in Home Healthcare. Nursing Informatics 2024: 733-734
2023
[j9]
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Mollie Hobensack, Jiyoun Song, Danielle Scharp, Kathryn H. Bowles, Maxim Topaz:
Machine learning applied to electronic health record data in home healthcare: A scoping review. Int. J. Medical Informatics 170: 104978 (2023)
[j8]
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Maryam Zolnoori, Yolanda Barrón, Jiyoun Song, James Noble, Julia Burgdorf, Miriam Ryvicker, Maxim Topaz:
HomeADScreen: Developing Alzheimer's disease and related dementia risk identification model in home healthcare. Int. J. Medical Informatics 177: 105146 (2023)
[j7]
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Sena Chae, Anahita Davoudi, Jiyoun Song, Lauren Evans, Mollie Hobensack, Kathryn H. Bowles, Margaret V. McDonald, Yolanda Barrón, Sarah Collins Rossetti, Kenrick Cato, Sridevi Sridharan, Maxim Topaz:
Predicting emergency department visits and hospitalizations for patients with heart failure in home healthcare using a time series risk model. J. Am. Medical Informatics Assoc. 30(10): 1622-1633 (2023)
[j6]
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Jiyoun Song, Se Hee Min, Sena Chae, Kathryn H. Bowles, Margaret V. McDonald, Mollie Hobensack, Yolanda Barrón, Sridevi Sridharan, Anahita Davoudi, Sungho Oh, Lauren Evans, Maxim Topaz:
Uncovering hidden trends: identifying time trajectories in risk factors documented in clinical notes and predicting hospitalizations and emergency department visits during home health care. J. Am. Medical Informatics Assoc. 30(11): 1801-1810 (2023)
2022
[j5]
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Mollie Hobensack, Marietta Ojo, Yolanda Barrón, Kathryn H. Bowles, Kenrick Cato, Sena Chae, Erin E. Kennedy, Margaret V. McDonald, Sarah Collins Rossetti, Jiyoun Song, Sridevi Sridharan, Maxim Topaz:
Documentation of hospitalization risk factors in electronic health records (EHRs): a qualitative study with home healthcare clinicians. J. Am. Medical Informatics Assoc. 29(5): 805-812 (2022)
[j4]
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  - journals/jbi/SongHBMCRCKBST22
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Jiyoun Song, Mollie Hobensack, Kathryn H. Bowles, Margaret V. McDonald, Kenrick Cato, Sarah Collins Rossetti, Sena Chae, Erin E. Kennedy, Yolanda Barrón, Sridevi Sridharan, Maxim Topaz:
Clinical notes: An untapped opportunity for improving risk prediction for hospitalization and emergency department visit during home health care. J. Biomed. Informatics 128: 104039 (2022)
[j3]
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Min-Woong Seo, Myunglae Chu, Hyun-Yong Jung, Suksan Kim, Jiyoun Song, Daehee Bae, Sanggwon Lee, Junan Lee, Sung-Yong Kim, Jongyeon Lee, Minkyung Kim, Gwi-Deok Lee, Heesung Shim, Changyong Um, Changhwa Kim, In-Gyu Baek, Doowon Kwon, Hongki Kim, Hyuksoon Choi, Jonghyun Go, JungChak Ahn, Jaekyu Lee, Chang-Rok Moon, Kyupil Lee, Hyoung-Sub Kim:
2.45 e-RMS Low-Random-Noise, 598.5 mW Low-Power, and 1.2 kfps High-Speed 2-Mp Global Shutter CMOS Image Sensor With Pixel-Level ADC and Memory. IEEE J. Solid State Circuits 57(4): 1125-1137 (2022)
[c11]
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Sena Chae, Jiyoun Song, Yolanda Barrón, Kathryn H. Bowles, Margaret V. McDonald, Sarah Collins Rossetti, Kenrick Cato, Mollie Hobensack, Lauren Evans, Maxim Topaz:
Heart Failure Patient Characteristics and Symptoms Documented in Home Health Care Clinical Notes are Associated with Emergency Department Visits and Hospitalizations. AMIA 2022
[c10]
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Mollie Hobensack, Jiyoun Song, Sena Chae, Erin E. Kennedy, Maryam Zolnoori, Kathryn H. Bowles, Margaret V. McDonald, Lauren Evans, Maxim Topaz:
Capturing Concerns about Patient Deterioration in Narrative Documentation in Home Healthcare. AMIA 2022
[c9]
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Jingjing Shang, Carlin Brickner, Jiyoun Song, David Russell, Margaret V. McDonald, Dawn Dowding:
A Full and Approximated Model for Predicting Infection-Related Adverse Events in a Home Health Care Population. AMIA 2022
[c8]
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Jiyoun Song, Maryam Zolnoori, Danielle Scharp, Sasha Vergez, Margaret V. McDonald, Sridevi Sridharan, Zoran Kostic, Maxim Topaz:
Is Auto-generated Transcript of Patient-Nurse Communication Ready to Use for Identifying the Risk for Hospitalizations or Emergency Department Visits in Home Health Care? A Natural Language Processing Pilot Study. AMIA 2022
[c7]
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Hyun-Yong Jung, Myonglae Chu, Min-Woong Seo, Suksan Kim, Jiyoun Song, Sanggwon Lee, Sung-Jae Byun, Minkyung Kim, Daehee Bae, Junan Lee, Sung-Yong Kim, Jongyeon Lee, Jonghyun Go, Jaekyu Lee, Chang-Rok Moon, Hyoung-Sub Kim:
Design and analysis on low-power and low-noise single slope ADC for digital pixel sensors. Imaging Sensors and Systems 2022: 1-4
2021
[j2]
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Dawn Dowding, David Russell, Margaret V. McDonald, Marygrace Trifilio, Jiyoun Song, Carlin Brickner, Jingjing Shang:
"A catalyst for action": Factors for implementing clinical risk prediction models of infection in home care settings. J. Am. Medical Informatics Assoc. 28(2): 334-341 (2021)
[j1]
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Wenyu Song, Min-Jeoung Kang, Linying Zhang, Wonkyung Jung, Jiyoun Song, David W. Bates, Patricia C. Dykes:
Predicting pressure injury using nursing assessment phenotypes and machine learning methods. J. Am. Medical Informatics Assoc. 28(4): 759-765 (2021)
[c6]
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Mollie Hobensack, Jiyoun Song, Maryam Zolnoori, Marietta Ojo, Kathryn H. Bowles, Sena Chae, Erin E. Kennedy, Margaret V. McDonald, Maxim Topaz:
Identifying Narrative Documentation of Clinician Concern about Patient Deterioration in Home Healthcare: A Text Mining Study. AMIA 2021
[c5]
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Jiyoun Song, Marietta Ojo, Margaret V. McDonald, Kenrick Cato, Sarah Collins Rossetti, Yolanda Barrón, Sridevi Sridharan, Sena Chae, Mollie Hobensack, Kathryn H. Bowles, Maxim Topaz:
Natural Language Processing Algorithm to Detect Terms Representing Risk of Hospitalization or Emergency Department Visits during Home Health Care. AMIA 2021
[c4]
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  - conf/ni/ChaeSOT21
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Sena Chae, Jiyoun Song, Marietta Ojo, Maxim Topaz:
Identifying Heart Failure Symptoms and Poor Self-Management in Home Healthcare: A Natural Language Processing Study. Nursing Informatics 2021: 15-19
[c3]
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  - conf/ni/HobensackOBMST21
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Mollie Hobensack, Marietta Ojo, Kathryn H. Bowles, Margaret V. McDonald, Jiyoun Song, Maxim Topaz:
Home Healthcare Clinicians' Perspectives on Electronic Health Records: A Qualitative Study. Nursing Informatics 2021: 426-430
[c2]
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  - conf/vlsic/SeoCJKSLKLBBKLS21
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Min-Woong Seo, Myunglae Chu, Hyun-Yong Jung, Suksan Kim, Jiyoun Song, Junan Lee, Sung-Yong Kim, Jongyeon Lee, Sung-Jae Byun, Daehee Bae, Minkyung Kim, Gwi-Deok Lee, Heesung Shim, Changyong Um, Changhwa Kim, In-Gyu Baek, Doowon Kwon, Hongki Kim, Hyuksoon Choi, Jonghyun Go, JungChak Ahn, Jaekyu Lee, Changrok Moon, Kyupil Lee, Hyoung-Sub Kim:
A 2.6 e-rms Low-Random-Noise, 116.2 mW Low-Power 2-Mp Global Shutter CMOS Image Sensor with Pixel-Level ADC and In-Pixel Memory. VLSI Circuits 2021: 1-2
2020
[c1]
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  - conf/isscc/LeeKBSKKKICCKLS20
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Jaekyu Lee, Seung Sik Kim, In-Gyu Baek, Heesung Shim, Taehoon Kim, Taehyoung Kim, Jungchan Kyoung, Dongmo Im, Jinyong Choi, KeunYeong Cho, Daehoon Kim, Haemin Lim, Min-Woong Seo, JuYoung Kim, Doowon Kwon, Jiyoun Song, Jiyoon Kim, Minho Jang, Joosung Moon, Hyunchul Kim, Chong Kwang Chang, JinGyun Kim, Kyoungmin Koh, Hanjin Lim, JungChak Ahn, Hyeongsun Hong, Kyupil Lee, Ho-Kyu Kang:
5.5 A 2.1e^- Temporal Noise and -105dB Parasitic Light Sensitivity Backside-Illuminated 2.3µm-Pixel Voltage-Domain Global Shutter CMOS Image Sensor Using High-Capacity DRAM Capacitor Technology. ISSCC 2020: 102-104

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