A systematic approach to study the effects of acquisition parameters and biological factors on computerized mammography analysis using ex vivo human tissue: A protocol description
This study will add to the understanding of the effect of different sources of heterogeneity on mammography, ultimately aiding in the future development of robust computerized analysis models.
Authors
- Otso Arponen (ORCID: https://orcid.org/0000-0002-8541-0126)
- Emilia Peuhu (ORCID: https://orcid.org/0000-0003-4945-3046)
- Nicole Hernández (ORCID: https://orcid.org/0000-0001-9391-7157)
- Leena Latonen (ORCID: https://orcid.org/0000-0003-4502-2193)
- Eero Lääperi
- Sanna‐Maria Karppinen (ORCID: https://orcid.org/0000-0001-6233-9075)
- Said Pertuz (ORCID: https://orcid.org/0000-0001-8498-9917)
- Tomppa Pakarinen (ORCID: https://orcid.org/0000-0002-4992-2693)
- Irina Rinta‐Kiikka (ORCID: https://orcid.org/0000-0001-5926-0454)
- Auni Lindgren (ORCID: https://orcid.org/0000-0002-3765-6738)
- Ritva Heljäsvaara (ORCID: https://orcid.org/0000-0003-4763-3844)
- Arja Jukkola‐Vuorinen (ORCID: https://orcid.org/0000-0002-6107-1764)
- Annukka Salminen
- Miska Vuorlaakso (ORCID: https://orcid.org/0000-0003-3013-3990)
- Taina Pihlajaniemi (ORCID: https://orcid.org/0000-0002-1664-9045)
- Mira Valkonen
- Kirsi Rilla (ORCID: https://orcid.org/0000-0002-7862-5727)
- Teemu T. Tolonen (ORCID: https://orcid.org/0000-0003-2029-6497)
- Otto Jokelainen (ORCID: https://orcid.org/0000-0002-9166-531X)
- Markus Hannula (ORCID: https://orcid.org/0000-0002-4485-8004)
- Jari Hyttinen (ORCID: https://orcid.org/0000-0003-1850-3055)
- Renata Prunskaite‐Hyyryläinen (ORCID: https://orcid.org/0000-0001-5453-2983)
- Ulla Karhunen‐Enckell (ORCID: https://orcid.org/0000-0001-6358-6326)
- Samuel Castro
- Masi Valkonen (ORCID: https://orcid.org/0000-0003-3091-2484)
- Pekka Ruusuvuori (ORCID: https://orcid.org/0000-0001-9086-9591)
- Katriina Joensuu
Institutions
- Universidad Industrial de Santander (CO)
- Åbo Akademi University (FI)
- Tampere University of Applied Sciences (FI)
- University of Turku (FI)
- Tampere University (FI)
- University of Eastern Finland (FI)
- Kuopio University Hospital (FI)
- Eastern Finland Laboratory Center (FI)
- Pirkanmaa Hospital District (FI)
- Tampere University Hospital (FI)
- Tampere University (FI)
- Fimlab (Finland) (FI)
- Turku Centre for Biotechnology (FI)
- University of Oulu (FI)
Publication Details
- Journal
- PLoS ONE
- Published
- 2025-08-18
- DOI
- https://doi.org/10.1371/journal.pone.0321658
- Primary Topic
- Digital Radiography and Breast Imaging
- Type
- article
- Field-Weighted Citation Impact
- 0.00
Funders
- Suomen Lääketieteen Säätiö
- Tampereen Yliopisto
- Tays
- Syöpäsäätiö