Pathologist-like explainable AI for interpretable Gleason grading in prostate cancer.

Mittmann G, Laiouar-Pedari S, Mehrtens HA, Haggenmüller S, Bucher TC, Chanda T, Gaisa NT, Wagner M, Klamminger GG, Rau TT, Neppl C, Compérat EM, Gocht A, Haemmerle M, Rupp NJ, Westhoff J, Krücken I, Seidl M, Schürch CM, Bauer M, Solass W, Tam YC, Weber F, Grobholz R, Augustyniak J, Kalinski T, Hörner C, Mertz KD, Döring C, Erbersdobler A, Deubler G, Bremmer F, Sommer U, Brodhun M, Griffin J, Lenon MSL, Trpkov K, Cheng L, Chen F, Levi A, Cai G, Nguyen TQ, Amin A, Cimadamore A, Shabaik A, Manucha V, Ahmad N, Messias N, Sanguedolce F, Taheri D, Baraban E, Jia L, Shah RB, Siadat F, Swarbrick N, Park K, Hassan O, Sakhaie S, Downes MR, Miyamoto H, Williamson SR, Holland-Letz T, Wies C, Schneider CV, Kather JN, Tolkach Y, Brinker TJ

Open source

DOI
10.1038/s41467-025-64712-4
Published
2025 Oct 8
Container
Nature communications
Publisher
RWTH Aachen University
Open access
yes

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BibTeX

@article{allodium:10.1038/s41467-025-64712-4,
  title = {Pathologist-like explainable AI for interpretable Gleason grading in prostate cancer.},
  author = {Mittmann G and Laiouar-Pedari S and Mehrtens HA and Haggenmüller S and Bucher TC and Chanda T and Gaisa NT and Wagner M and Klamminger GG and Rau TT and Neppl C and Compérat EM and Gocht A and Haemmerle M and Rupp NJ and Westhoff J and Krücken I and Seidl M and Schürch CM and Bauer M and Solass W and Tam YC and Weber F and Grobholz R and Augustyniak J and Kalinski T and Hörner C and Mertz KD and Döring C and Erbersdobler A and Deubler G and Bremmer F and Sommer U and Brodhun M and Griffin J and Lenon MSL and Trpkov K and Cheng L and Chen F and Levi A and Cai G and Nguyen TQ and Amin A and Cimadamore A and Shabaik A and Manucha V and Ahmad N and Messias N and Sanguedolce F and Taheri D and Baraban E and Jia L and Shah RB and Siadat F and Swarbrick N and Park K and Hassan O and Sakhaie S and Downes MR and Miyamoto H and Williamson SR and Holland-Letz T and Wies C and Schneider CV and Kather JN and Tolkach Y and Brinker TJ},
  year = {2025},
  journal = {Nature communications},
  doi = {10.1038/s41467-025-64712-4},
  url = {https://doi.org/10.1038/s41467-025-64712-4}
}

RIS

TY  - JOUR
TI  - Pathologist-like explainable AI for interpretable Gleason grading in prostate cancer.
AU  - Mittmann G
AU  - Laiouar-Pedari S
AU  - Mehrtens HA
AU  - Haggenmüller S
AU  - Bucher TC
AU  - Chanda T
AU  - Gaisa NT
AU  - Wagner M
AU  - Klamminger GG
AU  - Rau TT
AU  - Neppl C
AU  - Compérat EM
AU  - Gocht A
AU  - Haemmerle M
AU  - Rupp NJ
AU  - Westhoff J
AU  - Krücken I
AU  - Seidl M
AU  - Schürch CM
AU  - Bauer M
AU  - Solass W
AU  - Tam YC
AU  - Weber F
AU  - Grobholz R
AU  - Augustyniak J
AU  - Kalinski T
AU  - Hörner C
AU  - Mertz KD
AU  - Döring C
AU  - Erbersdobler A
AU  - Deubler G
AU  - Bremmer F
AU  - Sommer U
AU  - Brodhun M
AU  - Griffin J
AU  - Lenon MSL
AU  - Trpkov K
AU  - Cheng L
AU  - Chen F
AU  - Levi A
AU  - Cai G
AU  - Nguyen TQ
AU  - Amin A
AU  - Cimadamore A
AU  - Shabaik A
AU  - Manucha V
AU  - Ahmad N
AU  - Messias N
AU  - Sanguedolce F
AU  - Taheri D
AU  - Baraban E
AU  - Jia L
AU  - Shah RB
AU  - Siadat F
AU  - Swarbrick N
AU  - Park K
AU  - Hassan O
AU  - Sakhaie S
AU  - Downes MR
AU  - Miyamoto H
AU  - Williamson SR
AU  - Holland-Letz T
AU  - Wies C
AU  - Schneider CV
AU  - Kather JN
AU  - Tolkach Y
AU  - Brinker TJ
PY  - 2025
JO  - Nature communications
DO  - 10.1038/s41467-025-64712-4
UR  - https://doi.org/10.1038/s41467-025-64712-4
ER  -

APA

G, M., S, L., HA, M., S, H., TC, B., T, C., NT, G., M, W., GG, K., TT, R., C, N., EM, C., A, G., M, H., NJ, R., J, W., I, K., M, S., CM, S., M, B., W, S., YC, T., F, W., R, G., J, A., T, K., C, H., KD, M., C, D., A, E., G, D., F, B., U, S., M, B., J, G., MSL, L., K, T., L, C., F, C., A, L., G, C., TQ, N., A, A., A, C., A, S., V, M., N, A., N, M., F, S., D, T., E, B., L, J., RB, S., F, S., N, S., K, P., O, H., S, S., MR, D., H, M., SR, W., T, H., C, W., CV, S., JN, K., Y, T., & TJ, B. (2025). Pathologist-like explainable AI for interpretable Gleason grading in prostate cancer.. Nature communications. https://doi.org/10.1038/s41467-025-64712-4

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