Analyzing Self-Help Forums with Ontology-Based Text Mining: An Exploration in Kidney Space. - Philipp Burckhardt; Rema Padman (AMIA, 2015)

Multi-Trajectory Models of Chronic Kidney Disease Progression. - Philipp Burckhardt; Daniel S. Nagin; Rema Padman (AMIA, 2016)

deidentify. - Philipp Burckhardt; Rema Padman (AMIA, 2017)

Multi-Trajectory Modeling to Predict Acute Kidney Injury in Chronic Kidney Disease Patients. - Philipp Burckhardt; Daniel S. Nagin; Vijaya P. Vijayasarathy; Rema Padman (AMIA, 2018)

A Deep Learning Architecture for De-identification of Patient Notes: Implementation and Evaluation. - Kaung Khin; Philipp Burckhardt; Rema Padman (CoRR, 2018)

Informing the Design of e-Learning Lessons on Data Science through Think-Aloud Experiments with Healthcare Professionals. - Philipp Burckhardt; Lindsay K. Graff; Divya Venkat; Shiv Dua; Rema Padman (ICHI, 2020)

Data Science for Healthcare via an E-Learning Statistics Platform. - Philipp Burckhardt; Saba Al-Sayouri; Rema Padman (ICHI, 2022)

MalwareBench: Malware samples are not enough. - Nusrat Zahan; Philipp Burckhardt; Mikola Lysenko; Feross Aboukhadijeh; Laurie A. Williams (MSR, 2024)

Shifting the Lens: Detecting Malware in npm Ecosystem with Large Language Models. - Nusrat Zahan; Philipp Burckhardt; Mikola Lysenko; Feross Aboukhadijeh; Laurie A. Williams (CoRR, 2024)

4.5 Million (Suspected) Fake Stars in GitHub: A Growing Spiral of Popularity Contests, Scams, and Malware. - Hao He 012; Haoqin Yang; Philipp Burckhardt; Alexandros Kapravelos; Bogdan Vasilescu; Christian Kästner (CoRR, 2024)

Leveraging Large Language Models to Detect NPM Malicious Packages. - Nusrat Zahan; Philipp Burckhardt; Mikola Lysenko; Feross Aboukhadijeh; Laurie A. Williams (ICSE, 2025)