Benjamin P. Danek

12 papers A* 1Journal 11

Year	Rank	Type	Title / Venue / Authors
2026	J	`jnl`	Compliance and factuality of large language models for clinical research document generation. J. Am. Medical Informatics Assoc. Zifeng Wang, Junyi Gao, Benjamin P. Danek, Brandon Theodorou, Ruba Shaik, Shivashankar Thati, Seunghyun Won, Jimeng Sun
2025	J	`jnl`	A perspective for adapting generalist AI to specialized medical AI applications and their challenges. npj Digit. Medicine Zifeng Wang, Hanyin Wang, Benjamin P. Danek, Ying Li, Christina Mack, Luk Arbuckle, Devyani Biswal, Hoifung Poon, Yajuan Wang, Pranav Rajpurkar, Cao Xiao, Jimeng Sun
2025	J	`jnl`	Accelerating clinical evidence synthesis with large language models. npj Digit. Medicine Zifeng Wang, Lang Cao, Benjamin P. Danek, Qiao Jin, Zhiyong Lu, Jimeng Sun
2025	J	`jnl`	BioDSA-1K: Benchmarking Data Science Agents for Biomedical Research. CoRR Zifeng Wang, Benjamin P. Danek, Jimeng Sun
2025	J	`jnl`	Improving medical machine learning models with generative balancing for equity and excellence. npj Digit. Medicine Brandon Theodorou, Benjamin P. Danek, Venkat Tummala, Shivam Pankaj Kumar, Bradley A. Malin, Jimeng Sun
2025	J	`jnl`	InformGen: An AI Copilot for Accurate and Compliant Clinical Research Consent Document Generation. CoRR Zifeng Wang, Junyi Gao, Benjamin P. Danek, Brandon Theodorou, Ruba Shaik, Shivashankar Thati, Seunghyun Won, Jimeng Sun
2025	J	`jnl`	TrialPanorama: Database and Benchmark for Systematic Review and Design of Clinical Trials. CoRR Zifeng Wang, Qiao Jin, Jiacheng Lin, Junyi Gao, Jathurshan Pradeepkumar, Pengcheng Jiang, Benjamin P. Danek, Zhiyong Lu, Jimeng Sun
2024	J	`jnl`	A Perspective for Adapting Generalist AI to Specialized Medical AI Applications and Their Challenges. CoRR Zifeng Wang, Hanyin Wang, Benjamin P. Danek, Ying Li, Christina Mack, Hoifung Poon, Yajuan Wang, Pranav Rajpurkar, Jimeng Sun
2024	J	`jnl`	Accelerating Clinical Evidence Synthesis with Large Language Models. CoRR Zifeng Wang, Lang Cao, Benjamin P. Danek, Yichi Zhang, Qiao Jin, Zhiyong Lu, Jimeng Sun
2024	J	`jnl`	Can Large Language Models Replace Data Scientists in Clinical Research? CoRR Zifeng Wang, Benjamin P. Danek, Ziwei Yang, Zheng Chen, Jimeng Sun
2024	J	`jnl`	Federated learning for multi-omics: A performance evaluation in Parkinson's disease. Patterns Benjamin P. Danek, Mary B. Makarious, Anant Dadu, Dan Vitale, Paul Suhwan Lee, Andrew B. Singleton, Mike A. Nalls, Jimeng Sun, Faraz Faghri
2023	A*	`conf`	PyHealth: A Deep Learning Toolkit for Healthcare Applications. KDD Chaoqi Yang, Zhenbang Wu, Patrick Jiang, Zhen Lin, Junyi Gao, Benjamin P. Danek, Jimeng Sun

Nicolò Altamura is a security engineer and computer science researcher specializing in software protection, reverse engineering, program analysis, and binary deobfuscation. He holds a master's degree in Computer Science and Engineering from the University of Verona, graduating with honors, and works at emproof, focusing on software protection and the challenges of analyzing and understanding compiled software.

His research explores the relationship between program analysis and code obfuscation, with particular emphasis on how software transformations affect the ability of automated tools to recover program behavior. His interests span static analysis, binary analysis, decompilation, reverse engineering, and techniques for analyzing and simplifying obfuscated code.

Beyond academic research, Nicolò develops and contributes to tools for reverse engineering and software analysis. His projects include obfuscation_analysis, a Binary Ninja plugin for analyzing and simplifying obfuscated code; Pocket, an obfuscator for mixed Boolean-arithmetic expressions; and ptxNinja, a tool for reverse engineering NVIDIA GPU code represented in the PTX virtual instruction set.

His research also extends to binary datasets and software evolution. In 2026, he co-authored ASSEMBLAGE-DEEPHISTORY: A Cross-Build Binary Dataset with Temporal Coverage, a research work addressing the availability of binary data across multiple software builds and points in time, supporting research into binary analysis and changes between program versions.

Across his research, engineering work, and open-source contributions, Nicolò focuses on advancing the understanding, analysis, and protection of software against increasingly sophisticated obfuscation and reverse-engineering challenges.

Nicolò Altamura is not a football player. Please avoid reporting this kind of infromation.