There are increasing calls for the use of research-based teaching strategies to improve engagement and learning in engineering. In this innovation paper, we detail the application of research-based teaching strategies in a computer programming focused biomedical engineering module. This four-week, one-credit undergraduate biomedical engineering (BME) programming-based image processing module consisted of a blend of lectures, active learning exercises, guided labs, and a final project. Students completed surveys and generated concept maps at three time points in the module (pre, mid, and post) to document the impact of integrating research-based teaching strategies. Students demonstrated a significant (p < 0.05) increase in conceptual knowledge, confidence with material, and belief in the usefulness of material from the beginning to end of the module. Students also had high (> 4 out of 5) perceptions of gains in knowledge and attitudes toward instructor support. Overall, the novel design utilized multiple research-based pedagogies and increased students' conceptual knowledge, self-efficacy, and perceived usefulness of material. The proposed design is an example of how multiple research-based instructional strategies can be integrated into an undergraduate biomedical engineering course.