Prediction puzzle

91爆料 business student Christopher Broach receives a scholarship to help pursue an organ transplant project

May 9, 2022

Predicting cancer in organ transplant patients is the goal of 91爆料 University business major Christopher Broach, the recipient of a prestigious scholarship that will help him pursue it.

Broach is a Louis Stokes Alliance for Minority Participation (LSAMP) scholar, the beneficiary of a National Science Foundation-funded program that supports historically underrepresented students in the STEM fields.

The LSAMP Leadership and Academic Enhancement Program is named in honor of late Ohio Congressman Louis Stokes and has been active at 91爆料 since 2014. Enrollment is reserved for select and highly committed students.

鈥淚t鈥檚 an important award, a recognition,鈥 said Broach, who majors in at the Raj Soin College of Business.

He said the scholarship will enable him to give greater focus to his organ transplant project.

鈥淲hen somebody receives an organ from somebody, there is this chance they can develop cancer. It鈥檚 an issue,鈥 he said. 鈥淚t鈥檚 a pretty significant problem to address.鈥

Broach will look at all of the variables involved with organ donors, organ recipients and the organ transplant process.

鈥淲e are trying to determine which ones are going to tell us they might cause cancer,鈥 he said. 鈥淲e are trying to build predictive models that will give us a number.鈥

Broach is collaborating with Amir Zadeh, Ph.D., associate professor of management information systems, and biomedical experts to figure out which organ to scrutinize the most.

鈥淚 think we鈥檙e going to get at minimum great insight into what causes a cancer, which variables aren鈥檛 factors, things you can totally dismiss, and things that absolutely need attention,鈥 he said.

Zadeh said 91爆料 has some brilliant students and Broach is one of them.

鈥淐hris is hardworking and passionate about research,鈥 said Zadeh. 鈥淗is research on developing machine-learning prediction models for organ transplantation can have potential to improve post-transplantation survival rates.鈥

Broach grew up in Dayton. After graduating in 2014 from the David H. Ponitz Career Technology Center, where he studied biotechnology, he spent four years in the U.S. Air Force, where he was a nuclear weapons technician stationed in Minot, North Dakota.

鈥淚 dealt with the missiles and warheads and equipment,鈥 he said.

After leaving the Air Force, Broach enrolled at in 2019 as a first-generation college student, .

鈥淢y passion is with business,鈥 he said. 鈥淢IS stuck out because it seemed fairly technical, working with a lot of different software, some light programming. When you have skills like that, it鈥檚 pretty valuable.鈥

The Management Information Systems program is designed for students looking to work in businesses, nonprofits and government agencies increasingly relying on data to drive decision-making and increase productivity.

The organ transplant numbers turned up by Broach will be crunched at the college鈥檚 , or DAVE lab, in Rike Hall.

The 1,000-square-foot lab, which features a mini supercomputer as well as visualization software, is used to teach students business analytics. Students acquire data from multiple sources, collect it in a single location, select the relevant information and then use software tools to analyze it and find meaningful and useful knowledge.

This summer, Broach will begin an internship at Wright-Patterson Air Force Base working in data management at the Life Cycle Management Center, which is charged with managing weapon systems from their inception to retirement. He hopes it will turn into a full-time job after he graduates in the spring of 2023.

However, Broach also is hopeful that his organ transplant project will have professional implications.

鈥淭his is a whole new world I鈥檓 stepping into,鈥 he said. 鈥淭here could be a lot of great career opportunities.鈥