Area of research
Artificial Intelligence · Health Informatics
Research interest
Research interests include Artificial Intelligence in Healthcare and Education, Radiomics and Machine Learning in Medical Imaging, AI in cancer detection, and Topic Modeling.
Harnessing lipid-driven immunometabolic pathways in omental metastases to enhance immunotherapy in patients with ovarian cancer
Development and validation of an autonomous artificial intelligence agent for clinical decision-making in oncology
Prompt injection attacks on vision language models in oncology
Large language models-enabled digital twins for precision medicine in rare gynecological tumors
ESMO basic requirements for AI-based biomarkers in oncology (EBAI)
Incidental Prompt Injections on Vision–Language Models in Real-Life Histopathology
Vision-language models for automated video analysis and documentation in laparoscopic surgery: a proof-of-concept study
Collaborative framework on responsible AI in LLM-driven CDSS for precision oncology leveraging real-world patient data
Privacy-preserving large language models for structured medical information retrieval
GPT-4 for Information Retrieval and Comparison of Medical Oncology Guidelines
Expert-Guided Large Language Models for Clinical Decision Support in Precision Oncology
From Text to Tables: A Local Privacy Preserving Large Language Model for Structured Information Retrieval from Medical Documents
Cytokine release syndrome-like serum responses after COVID-19 vaccination are frequent and clinically inapparent under cancer immunotherapy
Author Correction: Cytokine release syndrome-like serum responses after COVID-19 vaccination are frequent and clinically inapparent under cancer immunotherapy
Langerhans islets induce anti-tumor immunity at the expense of glycemic control and predict chemotherapy response in pancreatic cancer
Predicting survival from colorectal cancer histology slides using deep learning: A retrospective multicenter study
Abstract A069: NIM15 blockade – A new stroma-targeting approach for the treatment of epithelial ovarian cancer
Abstract C02: Establishment of a human PDAC explant culture model for treatment prediction and characterization of the tumor microenvironment
Topography of cancer-associated immune cells in human solid tumors
Large-scale database mining reveals hidden trends and future directions for cancer immunotherapy
Author response: Topography of cancer-associated immune cells in human solid tumors
Preclinical development of a therapeutic antibody for the treatment of epithelial ovarian carcinoma