{"url":"/dataset/bpaec","name":"BPAEC","full_name":"bovine pulmonary artery endothelial cells","description_markdown":"This dataset contains the confocal fluorescence microscopy images of nucleus, actin and mitochondria, where each clear image corresponds to 6 out-of-focus images with different degree of blurring. Images acquired below and above the optimal focal plane are blurry and out-of-focus images. In detail, scans were acquired in z-stack of 15 layers spanning the depth (8.4 μm) with 0.6 μm between each slice, z = 7 is the optimal focal plane, z = 1–6 are below the focal plane, z = 8–15 are above the focal plane. We make layers from z = 4 to z = 10 publicly available. Their visual variations in 3-dimensional structure can be negligible. In the end, datasets of actin and nucleus contain 100 in-focus images and 600 out-of-focus images respectively, dataset of mitochondria contain 97 in-focus images and 582 out-of-focus images. Each image is composed of 1024 × 1024 pixels in 8-bit JPG format.","description_withheld":null,"homepage":"https://data.mendeley.com/datasets/m3jxgb54c9/4","introduced_date":"2022-04-26","introduced_date_note":null,"introduced_by":{"paper":"/paper/correction-of-out-of-focus-microscopic-images","title":"Correction of out-of-focus microscopic images by deep learning","first_author":"Chi Zhang","url":null},"license":{"name":"10.17632/m3jxgb54c9.4","url":"https://data.mendeley.com/datasets/m3jxgb54c9/4"},"modalities":[],"tasks":[],"languages":[],"variants":["BPAEC"],"data_loaders":[],"num_papers_in_archive":1,"source":{"archive":"pwc-archive (Hugging Face), CC BY-SA 4.0","snapshot":"2025-07-28"},"benchmarks":[],"papers_with_a_benchmark_row":[],"syntology_totals":{"read_at":"2026-09-24T18:15:14+00:00","papers_with_samples":0,"samples_harvested":0,"samples_ran":0,"samples_unverified":0,"pointer_only_for_licence":0,"papers_with_no_sample_that_ran":0,"note":"the per-paper counts above, summed; not a rate"},"papers_note":"The archive never published its papers-using-dataset list; these are papers with a leaderboard row on this dataset's benchmarks."}