The provided abstract does not contain information about a research problem or methodology.

Miller, K. A., Cristancho, S., Ilgen, J. S., & Stalmeijer, R. E. (2026). When I say … lore. Medical Education. https://doi.org/10.1111/medu.70249   Sayra M Cristancho

Identifying globular clusters in distant galaxies is difficult because current methods often produce lists with high levels of contamination from other objects. To investigate this issue, researchers used archival data for the Fornax Cluster to test machine learning classifiers on the colors of celestial sources.

Schweder-Souza, N., Chies-Santos, A. L., de Souza, R. S., Dage, K. C., Bonatto, C. J., Caso, J. P., Cantiello, M., dos Santos-Lopes, P., Floriano, P., Pacheco, T. A., Rhode, K. L., Barmby, P., Sobeck, J., Ennis, A. I., Ordenes-Briceño, Y., Saifollahi, T., Gschwend, J., P., N., Machado, R. E. G., & (2026). The Contribution of the Color Space in LSST-like Photometry for the Selection of Extragalactic Globular Cluster Candidates. The Astrophysical Journal, 1005(1), 96. https://doi.org/10.3847/1538-4357/ae7321   Pauline Barmby

Learning from supervision in postgraduate medical education is often inconsistent because the effectiveness of individual practices is shaped by the conditions of everyday clinical work.

Cristancho, S. M. (2026). When systems set the limits of supervision. Medical Education. https://doi.org/10.1111/medu.70255   Sayra M Cristancho

To help predict the emergence of Bipolar Disorder, clinicians need ways to track mental states that are non-invasive and can be used at a large scale. This research systematically evaluated evidence from published studies that connected speech-based markers to mood states in Bipolar Disorder.

Zaher, F., Ahrens, J., Raucher‐Chéné, D., Voppel, A., & Palaniyappan, L. (2026). Speech and Language Markers of Bipolar Disorder: Challenges and Opportunities. Bipolar Disorders, 28(5). https://doi.org/10.1111/bdi.70119   Lena Palaniyappan

The capacity for social coordination between people can be disrupted in conditions like schizophrenia and autism spectrum disorder. To examine this, researchers used dual-brain EEG hyperscanning to study 16 healthy adult pairs as they performed mirroring and matching movement tasks while assigned to leader and follower roles.

Olarewaju, E., Palaniyappan, L., & Dumas, G. (2026). Tetradic Dynamics of Dyadic Sensorimotor Coordination: A Multiscale EEG Hyperscanning Study. openRxiv. https://doi.org/10.64898/2026.06.21.732435   Lena Palaniyappan