LLM-driven Multimodal Target Volume Contouring in Radiation Oncology

Authors: Oh, Yujin, Park, Sangjoon, Byun, Hwa Kyung, Cho, Yeona, Lee, Ik Jae, Kim, Jin Sung, Ye, Jong Chul

Source: Nat Commun 15, 9186 (2024)

Subject Terms: Electrical Engineering and Systems Science - Image and Video Processing, Computer Science - Computer Vision and Pattern Recognition

Access URL: http://arxiv.org/abs/2311.01908

Dosimetric Comparison of CPAP and DIBH for Left-sided Breast Cancer Radiation Therapy

Authors: Choi, Min Seo, Park, Ryeong Hwang, Lee, Joongyo, Cho, Yeona, Chang, Jee Suk, Kim, Jihun, Kim, Jin Sung

Source: In Advances in Radiation Oncology June 2024 9(6)

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

Risk of on-treatment lymphopenia is associated with treatment outcome and efficacy of consolidation immunotherapy in patients with non-small cell lung cancer treated with concurrent chemoradiotherapy

Authors: Yang, Gowoon, Yoon, Hong In, Lee, Joongyo, Kim, Jihun, Kim, Hojin, Cho, Jaeho, Lee, Chang Geol, Chang, Jee Suk, Cho, Yeona, Kim, Jin Sung, Kim, Kyung Hwan

Source: In Radiotherapy and Oncology December 2023 189

Neural network based ensemble model to predict radiation induced lymphopenia after concurrent chemo-radiotherapy for non-small cell lung cancer from two institutions

Authors: Kim, Yejin, Chamseddine, Ibrahim, Cho, Yeona, Kim, Jin Sung, Mohan, Radhe, Shusharina, Nadya, Paganetti, Harald, Lin, Steven, Yoon, Hong In, Cho, Seungryong, Grassberger, Clemens

Source: In Neoplasia May 2023 39

Lymphocyte dynamics during and after chemo-radiation correlate to dose and outcome in stage III NSCLC patients undergoing maintenance immunotherapy

Authors: Cho, Yeona, Kim, Yejin, Chamseddine, Ibrahim, Lee, Won Hee, Kim, Hye Ryun, Lee, Ik Jae, Hong, Min Hee, Cho, Byung Chul, Lee, Chang Geol, Cho, Seungryong, Kim, Jin Sung, Yoon, Hong In, Grassberger, Clemens

Source: Radiotherapy and oncology. 168:1-7

Availability: http://explore.bl.uk/primo_library/libweb/action/display.do?tabs=detailsTab&gathStatTab=true&ct=display&fn=search&doc=ETOCvdc_100194640724.0x000001&indx=1&recIds=ETOCvdc_100194640724.0x000001

Abdominal synthetic CT generation for MR-only radiotherapy using structure-conserving loss and transformer-based cycle-GAN.

Authors: Lee, Chanwoong, Yoon, Young Hun, Sung, Jiwon, Kim, Jun Won, Cho, Yeona, Kim, Jihun, Chun, Jaehee, Kim, Jin Sung

Source: Frontiers in Oncology; 2025, p1-16, 16p

Subject Terms: DEEP learning, COMPUTED tomography, MAGNETIC resonance imaging, MAGNETIC resonance, SIGNAL-to-noise ratio

Magnetic resonance imaging-based validation of the 2018 FIGO staging system in patients treated with definitive radiotherapy for locally advanced cervix cancer

Authors: Kim, Jina, Cho, Yeona, Kim, Nalee, Chung, Seung Yeun, Kim, Jun Won, Lee, Ik Jae, Kim, Yong Bae

Source: In Gynecologic Oncology March 2021 160(3):735-741

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

Authors: Choi, Seo Hee, Park, Jong Won, Cho, Yeona, Yang, Gowoon, Yoon, Hong In

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

LLM-driven multimodal target volume contouring in radiation oncology.

Authors: Oh, Yujin, Park, Sangjoon, Byun, Hwa Kyung, Cho, Yeona, Lee, Ik Jae, Kim, Jin Sung, Ye, Jong Chul

Source: Nature Communications; 10/24/2024, Vol. 15 Issue 1, p1-14, 14p

Subject Terms: LANGUAGE models, ARTIFICIAL intelligence, CANCER radiotherapy, BREAST cancer, RADIOTHERAPY

Different prognosis of patients with esophageal carcinoma with M1a and regional node involvement

Authors: Chung, Tae Ryong, Kim, Jie-Hyun ^⁎, Lee, Ik Jae, Cho, Yeona, Kim, Jun Won, Lee, Chang Geol, Jung, Da Hyun, Park, Jae Jun, Youn, Young Hoon, Park, Hyojin

Source: In Digestive and Liver Disease November 2019 51(11):1610-1616

Redefining Eligibility by Analyzing Canceled Intraoperative Radiotherapy as a Boost for Patients Undergoing Breast-Conserving Treatment

Authors: Kim, Jun Won, Cho, Yeona, Choi, Jinhyun, Ahn, Sung Gwe, Jeong, Joon, Lee, Ik Jae

Source: Annals of surgical oncology. 26(13):4294-4301

Availability: http://explore.bl.uk/primo_library/libweb/action/display.do?tabs=detailsTab&gathStatTab=true&ct=display&fn=search&doc=ETOCvdc_100124183927.0x000001&indx=1&recIds=ETOCvdc_100124183927.0x000001

Impact of Treatment-Related Lymphopenia on Immunotherapy for Advanced Non-Small Cell Lung Cancer

Authors: Cho, Yeona, Park, Sangjoon, Byun, Hwa Kyung, Lee, Chang Geol, Cho, Jaeho, Hong, Min Hee, Kim, Hye Ryun, Cho, Byoung Chul, Kim, Sinae, Park, Juyoung, Yoon, Hong In

Source: International journal of radiation oncology, biology, physics. 105(5):1065-1073

Availability: http://explore.bl.uk/primo_library/libweb/action/display.do?tabs=detailsTab&gathStatTab=true&ct=display&fn=search&doc=ETOCvdc_100092721364.0x000001&indx=1&recIds=ETOCvdc_100092721364.0x000001

A phase II study of intraoperative radiotherapy using a low-energy x-ray source for resectable pancreatic cancer: a study protocol

Authors: Kim, Jun, Cho, Yeona, Kim, Hyung, Choi, Won, Park, Joon, Lee, Ik

Source: BMC surgery. 19(1):1-5

Availability: http://explore.bl.uk/primo_library/libweb/action/display.do?tabs=detailsTab&gathStatTab=true&ct=display&fn=search&doc=ETOCvdc_100185878996.0x000001&indx=1&recIds=ETOCvdc_100185878996.0x000001

Evaluation of optimal treatment planning for radiotherapy of synchronous bilateral breast cancer including regional lymph node irradiation

Authors: Cho, Yeona, Cho, Yoon, Chang, Won, Kim, Jun, Choi, Won, Lee, Ik

Source: Radiation oncology. 14(1):1-8

Availability: http://explore.bl.uk/primo_library/libweb/action/display.do?tabs=detailsTab&gathStatTab=true&ct=display&fn=search&doc=ETOCvdc_100187012283.0x000001&indx=1&recIds=ETOCvdc_100187012283.0x000001

Patterns of local recurrence after curative resection and reconstruction for oropharyngeal and oral cancers: Implications for postoperative radiotherapy target volumes

Authors: Cho, Yeona, Yoon, Hong In, Lee, Ik Jae, Kim, Jun Won, Lee, Chang Geol, Choi, Eun Chang, Kim, Se‐Heon, Keum, Ki Chang

Source: Head & neck. 41(11):3916-3923

Availability: http://explore.bl.uk/primo_library/libweb/action/display.do?tabs=detailsTab&gathStatTab=true&ct=display&fn=search&doc=ETOCvdc_100093386119.0x000001&indx=1&recIds=ETOCvdc_100093386119.0x000001

Individual case review in a phase 3 randomized trial to investigate the role of internal mammary lymph node irradiation for breast cancer: Korean Radiation Oncology Group 08-06 study

Authors: Yoon, Hong In, Yoon, Jeongmin, Chung, Yoonsun, Nam, Chung Mo, Cha, Hyejung, Choi, Jinhyun, Lee, Jeongshim, Han, Hee Ji, Cho, Yeona, Kim, Yong Bae, Suh, Chang-Ok

Source: In Radiotherapy and Oncology April 2017 123(1):15-21

Corrigendum to ‘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’ [The Breast 73 (2024) 103599]

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 April 2024 74

Three-dimensional analysis of patterns of locoregional recurrence after treatment in breast cancer patients: Validation of the ESTRO consensus guideline on target volume

Authors: Chang, Jee Suk, Byun, Hwa Kyung, Kim, Jun Won, Kim, Kyung Hwan, Lee, Jeongshim, Cho, Yeona, Lee, Ik Jae, Keum, Ki Chang, Suh, Chang-Ok, Kim, Yong Bae

Source: In Radiotherapy and Oncology January 2017 122(1):24-29

Kilovoltage radiotherapy for companion animals: dosimetric comparison of 300 kV, 450 kV, and 6 MV X-ray beams

Authors: Seo, Jaehyeon, Son, Jaeman, Cho, Yeona, Park, Nohwon, Kim, Dong Wook, Kim, Jinsung, Yoon, Myonggeun

Source: Journal of veterinary science. 19(4):550-556

Availability: http://explore.bl.uk/primo_library/libweb/action/display.do?tabs=detailsTab&gathStatTab=true&ct=display&fn=search&doc=ETOCRN617738039&indx=1&recIds=ETOCRN617738039