Publications by authors named "D W Schumacher"

In most bacteria, cell division depends on the tubulin-homolog FtsZ that polymerizes in a GTP-dependent manner to form the cytokinetic Z-ring at the future division site. Subsequently, the Z-ring recruits, directly or indirectly, all other proteins of the divisome complex that executes cytokinesis. A critical step in this process is the precise positioning of the Z-ring at the future division site.

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Importance: Variation in residency case exposure affects resident learning and readiness for future practice. Accurate reporting of case exposure for internal medicine (IM) residents is challenging because feasible and reliable methods for linking patient care to residents are lacking.

Objective: To develop an integrated education-clinical database to characterize and measure case exposure variability among IM residents.

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Single cell RNA sequencing has provided unprecedented insights into the molecular cues and cellular heterogeneity underlying human disease. However, the high costs and complexity of single cell methods remain a major obstacle for generating large-scale human cohorts. Here, we compare current state-of-the-art single cell multiplexing technologies, and provide a widely applicable demultiplexing method, SoupLadle, that enables simple, yet robust high-throughput multiplexing leveraging genetic variability of patients.

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Purpose: As competency-based medical education (CBME) continues to advance in undergraduate medical education, students are expected to simultaneously pursue their competency development while also discriminating themselves for residency selection. During the foundational clerkship year, it is important to understand how these seemingly competing goals are navigated.

Methods: In this phenomenological qualitative study, the authors describe the experience of 15 clerkship students taking part in a pilot pathway seeking to implement CBME principles.

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Article Synopsis
  • The paper discusses the growing integration of technology in health care and education, focusing on how digital evidence informs assessment claims.
  • It introduces four key sets of terms—primary vs. secondary data, structured vs. unstructured data, development vs. use, and deterministic vs. generative data—to analyze the application of digital sources in evaluating learners' knowledge and abilities.
  • Through various examples, the paper illustrates how these terms can benefit both the creators and users of technology-driven assessment systems.
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