이창희Changhee Lee

20268편

• npj Digital MedicineT1

  Deep Language Model-based Early Recognition of Out-of-Hospital Cardiac Arrest from Real-Time Emergency Calls

  Hong-Jae Choi, Minyoung Hwang, Sangyeon Cho, Hyunsoo Kim, Junyeong Kim, Woori Bae, Changhee Lee

• BMC Emergency Medicine

  Deep Learning-based Natural Language Processing for Critical Care Identification in Pediatric Emergency Department

  Jiyoung Agatha Kim, Sangyeon Cho, Minyoung Hwang, Dongjoon Lee, Jangyeong Jeon, Rhoan Lee, Changhee Lee, Junyeong Kim, Woori Bae

• Heart & Lung

  Development of a Long-term Survival Prediction Model for Patients Undergoing Invasive Coronary Angiography using Ensemble-based Machine Learning in Time-to-event Analysis

  Hong-Jae Choi, Hyeryn Park, Dongjoon Lee, Changhee Lee, Hack-Lyoung Kim

• Children and Youth Services Review

  Development of a Machine Learning-based Prediction Model: Identifying High-risk Households and Child Maltreatment Risk

  Jane Jiyoun Lee, Changhee Lee

• KDDT1

  Explaining Black-Box Language Models: Learning to Optimize Linguistically-Structured Word Subsets

  Minyoung Hwang, Seokhyun Lee, Changhee Lee

• Scientific ReportsT2

  FA-DeepMSM: A Few-shot Adapted Interpretable Multimodal Survival Model for Improved Prognostic Prediction in Glioblastoma

  Minyoung Hwang, Junhyeok Lee, Sihyun Kim, Minchul Kim, Seung Hong Choi, Sung Soo Ahn, Changhee Lee, Kyu Sung Choi

• IJCAIT1

  INSHAPE: Instance-Level Shapelets for Interpretable Time-Series Classification

  Seongjun Lee, Seokhyun Lee, Changhee Lee

• NeurIPST1

  Localizing Input Uncertainty Quantification for Large Language Models via Shapley Values

  Seongjun Lee, Suwan Yoon, Changhee Lee