This collection puts red blood cell (RBC) imaging and analysis data into the public domain to enable reproducible research and provide a standard for the comparison of new methods. Each dataset contains 1280X1024 grayscale microscopy images of RBCs from an inverted bright-field microscope (IX79, Olympus American, Inc., Center Valley, PA) using a high-speed camera (MC1362, Mikrotron GmbH, Unterschleisheim, Germany). Accompanying each set of images are binary cell masks, RBC bounding boxes, cell morphology labels, as well as other statistics and outputs from in-house processing.
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Sep 11, 2022
Routt, Austin H.; Lu, Madeleine; Shevkoplyas, Sergey S., 2022, "Cells-In-Wells", https://doi.org/10.18738/T8/PSQKWF, Texas Data Repository, V2
Cells-In-Wells (CIW) contains images, videos, binary masks, bounding boxes, morphology labels, cell tracking data, and other metrics of red blood cells (RBCs) in microfluidic wells undergoing washing in human serum albumin, saline, or autologous storage medium. RBC units are from...
Sep 11, 2022
Routt, Austin H.; Piety, Nathaniel Z.; Villarreal, Natalia; Shevkoplyas, Sergey S., 2022, "Morphological Heterogeneity", https://doi.org/10.18738/T8/76JRDQ, Texas Data Repository, V1, UNF:6:rbmwxav7xqARstjQd+cXjg== [fileUNF]
The "Morphological Heterogeneity" (MH) dataset contains images, binary masks, bounding boxes, morphology labels, and other metrics of red blood cells (RBCs) flowing through a microfluidic device. RBCs are from seven different units of blood at 6, 7, and 8 weeks of storage. Bright...
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