Enhancing Lung Cancer Treatment Outcome Prediction through Semantic Feature Engineering Using Large Language Models
Fuente:
arXiv
Guardado en:
| Autores principales: | Lee, MunHwan, Chowdhury, Shaika, Li, Xiaodi, Rajaganapathy, Sivaraman, Klee, Eric W, Yang, Ping, Sio, Terence, Wang, Liewei, Cerhan, James, Zong, Nansu NA |
|---|---|
| Formato: | Preprint |
| Publicado: |
2025
|
| Materias: | |
| Acceso en línea: | |
| Etiquetas: |
Agregar Etiqueta
Sin Etiquetas, Sea el primero en etiquetar este registro!
|
Ejemplares similares
Evaluation of GPT-3 for Anti-Cancer Drug Sensitivity Prediction
por: Chowdhury, Shaika, et al.
Publicado: (2023)
por: Chowdhury, Shaika, et al.
Publicado: (2023)
LLM-Match: An Open-Sourced Patient Matching Model Based on Large Language Models and Retrieval-Augmented Generation
por: Li, Xiaodi, et al.
Publicado: (2025)
por: Li, Xiaodi, et al.
Publicado: (2025)
Lightweight Retrieval-Augmented Generation and Large Language Model-Based Modeling for Scalable Patient-Trial Matching
por: Li, Xiaodi, et al.
Publicado: (2026)
por: Li, Xiaodi, et al.
Publicado: (2026)
CAAT-EHR: Cross-Attentional Autoregressive Transformer for Multimodal Electronic Health Record Embeddings
por: Olaimat, Mohammad Al, et al.
Publicado: (2025)
por: Olaimat, Mohammad Al, et al.
Publicado: (2025)
Launching Insights: A Pilot Study on Leveraging Real-World Observational Data from the Mayo Clinic Platform to Advance Clinical Research
por: Yu, Yue, et al.
Publicado: (2025)
por: Yu, Yue, et al.
Publicado: (2025)
FLARE: Feature-based Lightweight Aggregation for Robust Evaluation of IoT Intrusion Detection
por: Boswell, Bradley, et al.
Publicado: (2025)
por: Boswell, Bradley, et al.
Publicado: (2025)
Active Iron‐Drug Nanocomplexes Improve Photodynamic and Photothermal Cancer Therapy by Mitigating Tumor Hypoxia and Counteracting Tumor Heat Resistance
por: Yuying Yin, et al.
Publicado: (2025)
por: Yuying Yin, et al.
Publicado: (2025)
Detecting Reddit Users with Depression Using a Hybrid Neural Network SBERT-CNN
por: Chen, Ziyi, et al.
Publicado: (2023)
por: Chen, Ziyi, et al.
Publicado: (2023)
PEGylated Chitosan Nanoparticles: Engineering Multifunctional Platforms for Targeted Cervical and Lung Cancer Treatment
por: Prashant Kesharwani, et al.
Publicado: (2026)
por: Prashant Kesharwani, et al.
Publicado: (2026)
FIRCE: A Framework for Intrusion Response and Conformal Evaluation
por: Barrett, Seth, et al.
Publicado: (2026)
por: Barrett, Seth, et al.
Publicado: (2026)
LungCRCT: Causal Representation based Lung CT Processing for Lung Cancer Treatment
por: Kim, Daeyoung
Publicado: (2026)
por: Kim, Daeyoung
Publicado: (2026)
Dynamic T‐Cell Reprogramming Modulates the Treatment Outcome of Neoadjuvant Immunochemotherapy in Non‐Small‐Cell Lung Cancer
por: Rui Jin, et al.
Publicado: (2026)
por: Rui Jin, et al.
Publicado: (2026)
ASPM Induces Radiotherapy Resistance by Disrupting Microtubule Stability Leading to Chromosome Malsegregation in Non‐Small Cell Lung Cancer
por: Tao Zhong, et al.
Publicado: (2025)
por: Tao Zhong, et al.
Publicado: (2025)
Zwitscher-Maschine. Journal on Paul Klee / Zeitschrift für internationale Klee-Studien No. 18 (Full)
por: Zwitscher-Maschine. Journal on Paul Klee / Zeitschrift für internationale Klee-Studien
Publicado: (2025)
por: Zwitscher-Maschine. Journal on Paul Klee / Zeitschrift für internationale Klee-Studien
Publicado: (2025)
Hypoxia: Intriguing Feature in Cancer Cell Biology
por: Monalisa Chowdhury, et al.
Publicado: (2024)
por: Monalisa Chowdhury, et al.
Publicado: (2024)
Survival Analysis of Postoperative Adjuvant Chemotherapy for Stage IB Non‐Small Cell Lung Cancer Based on Racial Stratification
por: Shaowei Xin, et al.
Publicado: (2025)
por: Shaowei Xin, et al.
Publicado: (2025)
Stage IIIA Non‐Small Cell Lung Cancer Treatment and Outcomes: A Single Institution Retrospective Analysis
por: Richard Duan, et al.
Publicado: (2025)
por: Richard Duan, et al.
Publicado: (2025)
Measuring Time Series Forecast Stability for Demand Planning
por: Klee, Steven, et al.
Publicado: (2025)
por: Klee, Steven, et al.
Publicado: (2025)
When Change Becomes the Constant and Time the Variable Becoming Resilient to Change.
por: Klee, Edward, et al.
Publicado: (1998)
por: Klee, Edward, et al.
Publicado: (1998)
AI‐Enhanced CAD in Low‐Dose CT: Balancing Accuracy, Efficiency, and Overdiagnosis in Lung Cancer Screening
por: Yun‐Ju Wu, et al.
Publicado: (2024)
por: Yun‐Ju Wu, et al.
Publicado: (2024)
Sarcopenia Predicts Outcome After Chemoimmunotherapy, Not Chemotherapy, in Advanced Lung Cancer: Single‐Centre Retrospective Study
por: Hyojin Lee, et al.
Publicado: (2026)
por: Hyojin Lee, et al.
Publicado: (2026)
Risk of Death From Other Diseases in Lung Cancer Patients After Sublobar Resection Versus Lobectomy
por: Masayuki Nakao, et al.
Publicado: (2024)
por: Masayuki Nakao, et al.
Publicado: (2024)
Effects of Sarcopenia on the Outcomes and Safety of Chemoradiotherapy Followed by Durvalumab for the Treatment of Patients With Locally Advanced Non‐Small Cell Lung Cancer
por: Kentaro Tamura, et al.
Publicado: (2025)
por: Kentaro Tamura, et al.
Publicado: (2025)
The Fed's Discount Window in “Normal” Times
por: Huberto M. Ennis, et al.
Publicado: (2025)
por: Huberto M. Ennis, et al.
Publicado: (2025)
Plasma‐Based Genomic Features Influencing Outcomes of T790M ‐Positive Non–Small Cell Lung Cancer Receiving Osimertinib
por: Heng Liu, et al.
Publicado: (2025)
por: Heng Liu, et al.
Publicado: (2025)
New Encoder Learning for Captioning Heavy Rain Images via Semantic Visual Feature Matching
por: Son, Chang-Hwan, et al.
Publicado: (2021)
por: Son, Chang-Hwan, et al.
Publicado: (2021)
LungCURE: Benchmarking Multimodal Real-World Clinical Reasoning for Precision Lung Cancer Diagnosis and Treatment
por: Hao, Fangyu, et al.
Publicado: (2026)
por: Hao, Fangyu, et al.
Publicado: (2026)
Lung Transplant Outcomes Following Treatment of Pre‐Transplant MAC Pulmonary Infection
por: Prasanth Balasubramanian, et al.
Publicado: (2025)
por: Prasanth Balasubramanian, et al.
Publicado: (2025)
The Association Between Body Composition, Overall Survival, Treatment Decisions, and Patient‐Reported Outcomes in Metastatic Non‐Small‐Cell Lung Cancer
por: Adriana M. Coletta, et al.
Publicado: (2025)
por: Adriana M. Coletta, et al.
Publicado: (2025)
Patient‐Reported Outcomes With First‐Line Immunotherapy‐Based Combination Treatment for Advanced Lung Cancer: A Prospective, Multicenter, Observational Study
por: Rong Jia, et al.
Publicado: (2025)
por: Rong Jia, et al.
Publicado: (2025)
Application of Nano‐Drug Delivery Systems in Lung Cancer Diagnosis and Treatment
por: Leyi Tian, et al.
Publicado: (2025)
por: Leyi Tian, et al.
Publicado: (2025)
Pseudocellulitis in the Setting of Pemetrexed Treatment for Non‐Small Cell Lung Cancer
por: Cassidy M. Nguyen, et al.
Publicado: (2025)
por: Cassidy M. Nguyen, et al.
Publicado: (2025)
Semantic-Guided RL for Interpretable Feature Engineering
por: Bouadi, Mohamed, et al.
Publicado: (2024)
por: Bouadi, Mohamed, et al.
Publicado: (2024)
Patterns of Treatment and Real‐World Outcomes of Patients With Non‐small Cell Lung Cancer With EGFR Exon 20 Insertion Mutations Receiving Mobocertinib: The EXTRACT Study
por: Geoffrey Liu, et al.
Publicado: (2025)
por: Geoffrey Liu, et al.
Publicado: (2025)
Pharmacological Activation of Hypoxia‐Inducible Factor Decreases Proliferation and Migration of Human Non‐small Cell Lung Cancer Cell Line (A549)
por: Khalishah Yusri, et al.
Publicado: (2025)
por: Khalishah Yusri, et al.
Publicado: (2025)
Maternal and Fetal Outcomes in Pregnant Women With Lung Cancer: A Population‐Based Study on 9 Million Pregnancies and 40 Cases of Lung Cancer
por: Samantha Jacobson, et al.
Publicado: (2025)
por: Samantha Jacobson, et al.
Publicado: (2025)
LivingWorld: Interactive 4D World Generation with Environmental Dynamics
por: Mun, Hyeongju, et al.
Publicado: (2026)
por: Mun, Hyeongju, et al.
Publicado: (2026)
Bronchoscopic View and Treatment of a Nine‐Year Slowly Enlarging Chronic Lung Abscess Mimicking Lung Cancer
por: Noriaki Nishimura, et al.
Publicado: (2026)
por: Noriaki Nishimura, et al.
Publicado: (2026)
Trends and Survival Outcomes of Lung Cancer Surgery in South Korea, 2015–2019
por: Chanwoo Kim, et al.
Publicado: (2026)
por: Chanwoo Kim, et al.
Publicado: (2026)
Association Between Antibiotic and Outcomes of Chemoimmunotherapy for Extensive‐Stage Small Cell Lung Cancer: A Multicenter Retrospective Study of 132 Patients
por: Fang Deng, et al.
Publicado: (2024)
por: Fang Deng, et al.
Publicado: (2024)
Ejemplares similares
-
Evaluation of GPT-3 for Anti-Cancer Drug Sensitivity Prediction
por: Chowdhury, Shaika, et al.
Publicado: (2023) -
LLM-Match: An Open-Sourced Patient Matching Model Based on Large Language Models and Retrieval-Augmented Generation
por: Li, Xiaodi, et al.
Publicado: (2025) -
Lightweight Retrieval-Augmented Generation and Large Language Model-Based Modeling for Scalable Patient-Trial Matching
por: Li, Xiaodi, et al.
Publicado: (2026) -
CAAT-EHR: Cross-Attentional Autoregressive Transformer for Multimodal Electronic Health Record Embeddings
por: Olaimat, Mohammad Al, et al.
Publicado: (2025) -
Launching Insights: A Pilot Study on Leveraging Real-World Observational Data from the Mayo Clinic Platform to Advance Clinical Research
por: Yu, Yue, et al.
Publicado: (2025)