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Artificial Intelligence Assistance Significantly Improves Gleason Grading of Prostate Biopsies by Pathologists
11 February 2020
W. Bulten
M. Balkenhol
J. A. Belinga
A. Brilhante
A. Çakır
X. Farré
K. Geronatsiou
V. Molinie
Guilherme Pereira
P. Roy
G. Saile
P. Salles
E. Schaafsma
J. Tschui
M. Varma
H. V. van Boven
R. Vink
J. A. van der Laak
C. Hulsbergen-van der Kaa
G. Litjens
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Papers citing
"Artificial Intelligence Assistance Significantly Improves Gleason Grading of Prostate Biopsies by Pathologists"
13 / 13 papers shown
Title
Fine-Grained Appropriate Reliance: Human-AI Collaboration with a Multi-Step Transparent Decision Workflow for Complex Task Decomposition
Gaole He
Patrick Hemmer
Michael Vossing
Max Schemmer
U. Gadiraju
53
0
0
19 Jan 2025
Critical Evaluation of Artificial Intelligence as Digital Twin of Pathologist for Prostate Cancer Pathology
Okyaz Eminaga
Mahmoud A. Abbas
C. Kunder
Y. Tolkach
Ryan Han
...
M. Boegemann
Robert West
Jin Long
Richard E. Fan
O. Bettendorf
31
0
0
23 Aug 2023
SC-MIL: Supervised Contrastive Multiple Instance Learning for Imbalanced Classification in Pathology
Dinkar Juyal
S. Shingi
Syed Ashar Javed
Harshith Padigela
Chintan Shah
Anand Sampat
Archit Khosla
J. Abel
A. Taylor-Weiner
30
6
0
23 Mar 2023
Augmenting Pathologists with NaviPath: Design and Evaluation of a Human-AI Collaborative Navigation System
H. Gu
Chun-Hung Yang
Mohammad Haeri
Junchang Wang
Shirley Tang
Wenzhong Yan
Shujin He
Christopher Kazu Williams
S. Magaki
Xiang Ánthony' Chen
27
27
0
14 Feb 2023
Additive MIL: Intrinsically Interpretable Multiple Instance Learning for Pathology
Syed Ashar Javed
Dinkar Juyal
Harshith Padigela
A. Taylor-Weiner
Limin Yu
Aaditya (Adi) Prakash
21
63
0
03 Jun 2022
Bridging the gap between prostate radiology and pathology through machine learning
Indrani Bhattacharya
David S. Lim
Han Lin Aung
Xingchen Liu
A. Seetharaman
...
P. Ghanouni
Katherine Toó
J. Brooks
G. Sonn
M. Rusu
40
15
0
03 Dec 2021
Accounting for Dependencies in Deep Learning Based Multiple Instance Learning for Whole Slide Imaging
Andriy Myronenko
Ziyue Xu
Dong Yang
H. Roth
Daguang Xu
19
49
0
01 Nov 2021
A Survey on Graph-Based Deep Learning for Computational Histopathology
David Ahmedt-Aristizabal
M. Armin
Simon Denman
Clinton Fookes
L. Petersson
GNN
AI4CE
29
108
0
01 Jul 2021
Unsupervised anomaly detection in digital pathology using GANs
Milda Pocevičiūtė
Gabriel Eilertsen
Claes Lundström
MedIm
19
17
0
16 Mar 2021
Automated Scoring of Nuclear Pleomorphism Spectrum with Pathologist-level Performance in Breast Cancer
Caner Mercan
M. Balkenhol
R. Salgado
M. Sherman
P. Vielh
...
M. Christgen
C. Denkert
K. V. D. Vijver
Jeroen van der Laak
F. Ciompi
26
4
0
09 Dec 2020
Predicting Prostate Cancer-Specific Mortality with A.I.-based Gleason Grading
Ellery Wulczyn
K. Nagpal
M. Symonds
M. Moran
M. Plass
...
Po-Hsuan Cameron Chen
David F. Steiner
K. Zatloukal
Yun-Hui Liu
C. Mermel
ELM
27
35
0
25 Nov 2020
Improving Workflow Integration with xPath: Design and Evaluation of a Human-AI Diagnosis System in Pathology
H. Gu
Yuan Liang
Yifan Xu
Christopher Kazu Williams
S. Magaki
...
Wenzhong Yan
X. R. Zhang
Yang Li
Mohammad Haeri
Xiang Ánthony' Chen
40
29
0
23 Jun 2020
A Survey on Deep Learning in Medical Image Analysis
G. Litjens
Thijs Kooi
B. Bejnordi
A. Setio
F. Ciompi
Mohsen Ghafoorian
Jeroen van der Laak
Bram van Ginneken
C. I. Sánchez
OOD
349
10,639
0
19 Feb 2017
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