The Multispecies Ovary Tissue Histology Electronic Repository (MOTHER) provides public access to digitized microscopic images of ovary tissues along with information that ensures image integrity and quality. Currently, there is no electronic repository of ovary histology slides that preserves these valuable research collections for future generations. MOTHER is a web-accessible, open resource for scientists, educators, and the public to stimulate collaboration and scientific research. Educators may use the slide images in a range of courses from reproductive biology to teaching computerized image analysis. Project website: mother-db.org

The project is funded by grant "CIBR Multispecies Ovary Tissue Histology Electronic Repository (MOTHER)" from the National Science Foundation (NSF DBI-2054061, 2021 - 2024).

ASU School of Mathematical and Natural Sciences, New College of Interdisciplinary Arts and Sciences.
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Replication Data for: Follicle Identification in Primate Ovaries via Machine Learning
Aug 4, 2026
Sluka, James P.; Israels, Riley; Zelinski, Mary B.; Dietrich, Suzanne W.; Watanabe, Karen H., 2025, "Replication Data for: Follicle Identification in Primate Ovaries via Machine Learning", https://doi.org/10.48349/ASU/BOK3VO, ASU Library Research Data Repository, V2
Overview: The number and types of follicles present in the ovary are key indicators of the reproductive health and capacity in females. This data set contains annotated H&E histology images from Rhesus (n=14), Cynomolgus (n=3) and Japanese (n=1) macaque (monkey) ovaries. The follicle images span the 6 preantral stages of primate ovarian follicle de...
README_FileNamingConventions.pdf
Aug 4, 2026 - Replication Data for: Follicle Identification in Primate Ovaries via Machine Learning
Adobe PDF - 90.8 KB - MD5: 066be2baaef35b7b64a3569243788f2f
Documentation
Description of the subimage, augmentations, and file naming conventions
MOTHER_Macaque_Monkey_Preantral_Follicles_NoNegatives_NoAugmentations.zip
Sep 19, 2025 - Replication Data for: Follicle Identification in Primate Ovaries via Machine Learning
ZIP Archive - 611.0 MB - MD5: 38c33077190b8d91b6d7d00d26eefd7e
Data
Smallest data set that omits the Negatives and Augmentations, “MOTHER_Macaque_Monkey_Preantral_Follicles_NoNegatives_NoAugmentations.zip”. This data set omits the “Negatives” and all augmentation images and only contains the sub-images of annotated follicles. The zip file contains ~7,700 images, one for each of our expert-annotated follicles. The...
MOTHER_Macaque_Monkey_Preantral_Follicles_NoNegatives.zip
Sep 19, 2025 - Replication Data for: Follicle Identification in Primate Ovaries via Machine Learning
ZIP Archive - 26.4 GB - MD5: c9dc2268e8adfc9c1c79786d9fc52784
Data
This data set omits the “Negative” images and only contains the sub-images of annotated follicles and their augmentations. The zip file contains ~370K images based on ~7,700 annotated follicles and is about 20% as large as the complete data set described above.
MOTHER_Macaque_Monkey_Preantral_Follicles.zip.001
Sep 19, 2025 - Replication Data for: Follicle Identification in Primate Ovaries via Machine Learning
Unknown - 20.0 GB - MD5: ce458776d561f8d7b6afa993715e0248
Data
The complete data set, “MOTHER_Macaque_Monkey_Preantral_Follicles_00N.zip”: This is part of a multi-Zip archive with 6 parts. Most Zip software packages will automatically unzip all six files if you unzip the first file, "MOTHER_Macaque_Monkey_Preantral_Follicles_001.zip”. It will take ~2 hours to download this file using a stable high-speed netwo...
MOTHER_Macaque_Monkey_Preantral_Follicles.zip.002
Sep 19, 2025 - Replication Data for: Follicle Identification in Primate Ovaries via Machine Learning
Unknown - 20.0 GB - MD5: 58b6f10ea26c78b9372dec4a249f758c
Data
The complete data set, “MOTHER_Macaque_Monkey_Preantral_Follicles.zip.00N”: This is part of a multi-Zip archive with 6 parts. Most Zip software packages will automatically unzip all six files if you unzip the first file, "MOTHER_Macaque_Monkey_Preantral_Follicles.zip.001”. It will take ~2 hours to download this file using a stable high-speed netwo...
MOTHER_Macaque_Monkey_Preantral_Follicles.zip.003
Sep 19, 2025 - Replication Data for: Follicle Identification in Primate Ovaries via Machine Learning
Unknown - 20.0 GB - MD5: bd80bc97c35957fed4a7798b6714a571
Data
The complete data set, “MOTHER_Macaque_Monkey_Preantral_Follicles.zip.00N”: This is part of a multi-Zip archive with 6 parts. Most Zip software packages will automatically unzip all six files if you unzip the first file, "MOTHER_Macaque_Monkey_Preantral_Follicles.zip.001”. It will take ~2 hours to download this file using a stable high-speed netwo...
MOTHER_Macaque_Monkey_Preantral_Follicles.zip.004
Sep 19, 2025 - Replication Data for: Follicle Identification in Primate Ovaries via Machine Learning
Unknown - 20.0 GB - MD5: 4fa94d5043be44facca62cad25ac7b70
Data
The complete data set, “MOTHER_Macaque_Monkey_Preantral_Follicles.zip.00N”: This is part of a multi-Zip archive with 6 parts. Most Zip software packages will automatically unzip all six files if you unzip the first file, "MOTHER_Macaque_Monkey_Preantral_Follicles.zip.001”. It will take ~2 hours to download this file using a stable high-speed netwo...
MOTHER_Macaque_Monkey_Preantral_Follicles.zip.005
Sep 19, 2025 - Replication Data for: Follicle Identification in Primate Ovaries via Machine Learning
Unknown - 20.0 GB - MD5: c2dff764165c7637ad9dd15275f0e039
Data
The complete data set, “MOTHER_Macaque_Monkey_Preantral_Follicles.zip.00N”: This is part of a multi-Zip archive with 6 parts. Most Zip software packages will automatically unzip all six files if you unzip the first file, "MOTHER_Macaque_Monkey_Preantral_Follicles.zip.001”. It will take ~2 hours to download this file using a stable high-speed netwo...
MOTHER_Macaque_Monkey_Preantral_Follicles.zip.006
Sep 19, 2025 - Replication Data for: Follicle Identification in Primate Ovaries via Machine Learning
Unknown - 19.3 GB - MD5: eb2482a30be69e73cc5a8abb65fe429e
Data
The complete data set, “MOTHER_Macaque_Monkey_Preantral_Follicles.zip.00N”: This is part of a multi-Zip archive with 6 parts. Most Zip software packages will automatically unzip all six files if you unzip the first file, "MOTHER_Macaque_Monkey_Preantral_Follicles.zip.001”. It will take ~2 hours to download this file using a stable high-speed netwo...
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