Improving Mortality Prediction After Radiotherapy with Large Language Model Structuring of Large-Scale Unstructured Electronic Health Records

Authors: Park, Sangjoon, Wee, Chan Woo, Choi, Seo Hee, Kim, Kyung Hwan, Chang, Jee Suk, Yoon, Hong In, Lee, Ik Jae, Kim, Yong Bae, Cho, Jaeho, Keum, Ki Chang, Lee, Chang Geol, Byun, Hwa Kyung, Koom, Woong Sub

Subject Terms: Computer Science - Computation and Language, Computer Science - Artificial Intelligence

Access URL: http://arxiv.org/abs/2408.05074

Stochastic Assessment for Model Predictive Control of a Variable Refrigerant Flow System

Authors: Choi, Seo-Hee, Cho, Seongkwon, Soo Park, Cheol

Source: 2023 Annual Modeling and Simulation Conference (ANNSIM) Modeling and Simulation Conference (ANNSIM), 2023 Annual. :597-606 May, 2023

Relation: 2023 Annual Modeling and Simulation Conference (ANNSIM)

Objective and Interpretable Breast Cosmesis Evaluation with Attention Guided Denoising Diffusion Anomaly Detection Model

Authors: Park, Sangjoon, Kim, Yong Bae, Chang, Jee Suk, Choi, Seo Hee, Chung, Hyungjin, Lee, Ik Jae, Byun, Hwa Kyung

Subject Terms: Computer Science - Computer Vision and Pattern Recognition, Computer Science - Artificial Intelligence

Access URL: http://arxiv.org/abs/2402.18362

The potential of thermal imaging as an early predictive biomarker of radiation dermatitis during radiotherapy for head and neck cancer: a prospective study.

Authors: Park, Ye-In¹ (AUTHOR), Choi, Seo Hee¹ (AUTHOR), Cho, Min-Seok² (AUTHOR), Son, Junyoung² (AUTHOR), Kim, Changhwan¹ (AUTHOR), Han, Min Cheol¹ (AUTHOR), Kim, Hojin¹ (AUTHOR), Lee, Ho¹ (AUTHOR), Kim, Dong Wook¹ (AUTHOR), Kim, Jin Sung¹ (AUTHOR) jinsung@yuhs.ac, Hong, Chae-Seon¹ (AUTHOR) cs.hong@yuhs.ac

Source: BMC Cancer. 2/20/2025, Vol. 25 Issue 1, p1-9. 9p.

Subject Terms: *MACHINE learning, *THERMOGRAPHY, *RADIODERMATITIS, *HEAD & neck cancer, *MEDICAL sciences

Volumetric Modulated Arc Therapy for 26 Gy in 5 Fractions Whole Breast Irradiation for Breast Cancer

Authors: Choi, Seo Hee, Kim, Jin Sung, Kim, Ho Jin, Park, Ryeong Hwang, Lee, Ik Jae, Kim, Yong Bae, Chang, Jee Suk ^⁎

Source: In Advances in Radiation Oncology April 2025 10(4)

Automated Organ Segmentation for Radiation Therapy: A Comparative Analysis of AI-Based Tools Versus Manual Contouring in Korean Cancer Patients.

Authors: Choi, Seo Hee¹ (AUTHOR) clickby_s@yuhs.ac, Park, Jong Won¹ (AUTHOR), Cho, Yeona² (AUTHOR), Yang, Gowoon^1,3 (AUTHOR), Yoon, Hong In¹ (AUTHOR) yhi0225@yuhs.ac

Source: Cancers. Nov2024, Vol. 16 Issue 21, p3670. 15p.

Subject Terms: *RESEARCH funding, *ARTIFICIAL intelligence, *RETROSPECTIVE studies, *DESCRIPTIVE statistics, *MEDICAL radiology, *CANCER patient psychology, *TUMORS, *COMPARATIVE studies, *ONCOLOGISTS, *EMPLOYEES' workload

Geographic Terms: SOUTH Korea

Personalized Deep Learning Model for Clinical Target Volume on Daily Cone Beam Computed Tomography in Breast Cancer Patients

Authors: Hwang, Joonil, Chun, Jaehee, Cho, Seungryong, Kim, Joo-Ho, Cho, Min-Seok, Choi, Seo Hee, Kim, Jin Sung

Source: In Advances in Radiation Oncology October 2024 9(10)

Integrative prediction model for radiation pneumonitis incorporating genetic and clinical-pathological factors using machine learning

Authors: Choi, Seo Hee, Kim, Euidam, Heo, Seok-Jae, Seol, Mi Youn, Chung, Yoonsun, Yoon, Hong In

Source: In Clinical and Translational Radiation Oncology September 2024 48

Efficacy of stereotactic ablative radiotherapy in patients with oligometastatic hepatocellular carcinoma: A phase II study

Authors: Choi, Seo Hee, Lee, Byung min, Kim, Jina, Kim, Do Young, Seong, Jinsil

Source: In Journal of Hepatology July 2024 81(1):84-92

Clinical, qualitative imaging biomarkers, and tumor oxygenation imaging biomarkers for differentiation of midline-located IDH wild-type glioblastomas and H3 K27-altered diffuse midline gliomas in adults

Authors: Sim, Yongsik ^a, Choi, Seo Hee ^b, Lee, Narae ^c, Park, Yae Won ^{a, ⁎}, Ahn, Sung Soo ^a, Chang, Jong Hee ^d, Kim, Se Hoon ^e, Lee, Seung-Koo ^a

Source: In European Journal of Radiology April 2024 173

The Role of Local Prostate and Metastasis-Directed Radiotherapy in the Treatment of Oligometastatic Prostate Cancer.

Authors: Choi, Seo Hee¹ (AUTHOR) clickby_s@yuhs.ac, Beom, Seung-Hoon² (AUTHOR), Choi, Young Deuk³ (AUTHOR), Ham, Won Sik³ (AUTHOR), Han, Hyunho³ (AUTHOR), Han, Woong Kyu³ (AUTHOR), Jang, Won Sik³ (AUTHOR), Lee, Seung Hwan³ (AUTHOR), Cho, Jaeho¹ (AUTHOR) jjhmd@yuhs.ac

Source: Cancers. Sep2024, Vol. 16 Issue 18, p3159. 13p.

Subject Terms: *RESEARCH funding, *SURVIVAL rate, *EARLY medical intervention, *PROSTATE tumors, *TREATMENT effectiveness, *RETROSPECTIVE studies, *DESCRIPTIVE statistics, *METASTASIS, *LONGITUDINAL method, *KAPLAN-Meier estimator, *MEDICAL records, *ACQUISITION of data, *PROGRESSION-free survival, *CONFIDENCE intervals, *INDIVIDUALIZED medicine, *TIME, *OVERALL survival, *PROPORTIONAL hazards models

Normal tissue complication probability models of hypothyroidism after radiotherapy for breast cancer

Authors: Park, Ye-In ^a, Cho, Min-Seok ^b, Chang, Jee Suk ^{a, c}, Kim, Jin Sung ^a, Kim, Yong Bae ^a, Lee, Ik Jae ^a, Hong, Chae-Seon ^{a, ⁎}, Choi, Seo Hee ^{a, ⁎}

Source: In Clinical and Translational Radiation Oncology March 2024 45

Assessment of deep learning-based auto-contouring on interobserver consistency in target volume and organs-at-risk delineation for breast cancer: Implications for RTQA program in a multi-institutional study

Authors: Choi, Min Seo, Chang, Jee Suk, Kim, Kyubo, Kim, Jin Hee, Kim, Tae Hyung, Kim, Sungmin, Cha, Hyejung, Cho, Oyeon, Choi, Jin Hwa, Kim, Myungsoo, Kim, Juree, Kim, Tae Gyu, Yeo, Seung-Gu, Chang, Ah Ram, Ahn, Sung-Ja, Choi, Jinhyun, Kang, Ki Mun, Kwon, Jeanny, Koo, Taeryool, Kim, Mi Young, Choi, Seo Hee, Jeong, Bae Kwon, Jang, Bum-Sup, Jo, In Young, Lee, Hyebin, Kim, Nalee, Park, Hae Jin, Im, Jung Ho, Lee, Sea-Won, Cho, Yeona, Lee, Sun Young, Chang, Ji Hyun, Chun, Jaehee, Lee, Eung Man, Kim, Jin Sung, Shin, Kyung Hwan, Kim, Yong Bae

Source: In The Breast February 2024 73

Large institutional experience of early outcomes and dosimetric findings with postoperative stereotactic partial breast irradiation in breast cancer

Authors: Chang, Jee Suk, Lee, Jeongshim, Vicini, Frank A., Kim, Jin Sung, Kim, Jihun, Choi, Seo Hee, Lee, Ik Jae, Kim, Yong Bae

Source: In Radiotherapy and Oncology February 2024 191

Excluding Upper Axillary Level 1 in Regional Nodal Irradiation Does Not Increase Axillary Recurrence Risk in Patients With Breast Cancer

Authors: Byun, Hwa Kyung, Park, Hyung Seok, Choi, Seo Hee, Park, Seho, Chang, Jee Suk, Lee, Ik Jae, Kim, Yong Bae

Source: In Practical Radiation Oncology August 2024

Linear regression based indoor daylight illuminance estimation with simple measurements for daylight-linked lighting control

Authors: Jo, Hyeong-Gon, Choi, Seo-Hee, Park, Cheol Soo

Source: Journal of building performance simulation. 16(5):574-587

Availability: http://explore.bl.uk/primo_library/libweb/action/display.do?tabs=detailsTab&gathStatTab=true&ct=display&fn=search&doc=ETOCvdc_100195334601.0x000001&indx=1&recIds=ETOCvdc_100195334601.0x000001

A Comparison of 2 Disease Burden Assessment Methods (3D Volume Versus the Number of Lesions) for Prognostication of Survival in Metastatic Melanoma: Implications for the Characterization of Oligometastatic Disease

Authors: Kim, Jina, Chang, Jee Suk, Sung, Wonmo, Kim, Jin Sung, Kim, Tae Hyung, Choi, Seo Hee, Kim, Kyung Hwan, Ko, Heejoo, Lee, Hye Sun, Jeon, Soyoung, Shin, Sang Joon, Liu, Mitchell, Olson, Robert

Source: International journal of radiation oncology, biology, physics. 114(5):883-891

Availability: http://explore.bl.uk/primo_library/libweb/action/display.do?tabs=detailsTab&gathStatTab=true&ct=display&fn=search&doc=ETOCvdc_100177970822.0x000001&indx=1&recIds=ETOCvdc_100177970822.0x000001

Combining radiation with PI3K isoform-selective inhibitor administration increases radiosensitivity and suppresses tumor growth in non-small cell lung cancer

Authors: Seol, Mi Youn, Choi, Seo Hee, Yoon, Hong In

Source: Journal of radiation research. 63(4):591-601

Availability: http://explore.bl.uk/primo_library/libweb/action/display.do?tabs=detailsTab&gathStatTab=true&ct=display&fn=search&doc=ETOCvdc_100165696613.0x000001&indx=1&recIds=ETOCvdc_100165696613.0x000001

Use of bevacizumab before or after radiotherapy increases the risk of fistula formation in patients with cervical cancer

Authors: Kim, Nalee ¹, Choi, Seo Hee ¹, Chang, Jee Suk ¹, Kim, Young-Tae ², Kim, Sang Wun ², Kim, Gun Min ³, Kim, Yong Bae ^{1, *}

Source: In International Journal of Gynecological Cancer January 2021 31(1):59-65

Adjuvant Radiotherapy for Extrahepatic Cholangiocarcinoma: A Quality Assessment-Based Meta-Analysis

Authors: Choi, Seo Hee, Rim, Chai Hong, Shin, In-Soo, Yoon, Won Sup, Koom, Woong Sub, Seong, Jinsil

Source: Liver cancer. 10(5):419-432

Availability: http://explore.bl.uk/primo_library/libweb/action/display.do?tabs=detailsTab&gathStatTab=true&ct=display&fn=search&doc=ETOCvdc_100131532119.0x000001&indx=1&recIds=ETOCvdc_100131532119.0x000001