199 related articles for article (PubMed ID: 34426172)
1. Wide & Deep neural network model for patch aggregation in CNN-based prostate cancer detection systems.
Duran-Lopez L; Dominguez-Morales JP; Gutierrez-Galan D; Rios-Navarro A; Jimenez-Fernandez A; Vicente-Diaz S; Linares-Barranco A
Comput Biol Med; 2021 Sep; 136():104743. PubMed ID: 34426172
[TBL] [Abstract][Full Text] [Related]
2. Comparison of Artificial Intelligence Techniques to Evaluate Performance of a Classifier for Automatic Grading of Prostate Cancer From Digitized Histopathologic Images.
Nir G; Karimi D; Goldenberg SL; Fazli L; Skinnider BF; Tavassoli P; Turbin D; Villamil CF; Wang G; Thompson DJS; Black PC; Salcudean SE
JAMA Netw Open; 2019 Mar; 2(3):e190442. PubMed ID: 30848813
[TBL] [Abstract][Full Text] [Related]
3. Semi-supervised training of deep convolutional neural networks with heterogeneous data and few local annotations: An experiment on prostate histopathology image classification.
Marini N; Otálora S; Müller H; Atzori M
Med Image Anal; 2021 Oct; 73():102165. PubMed ID: 34303169
[TBL] [Abstract][Full Text] [Related]
4. Co-trained convolutional neural networks for automated detection of prostate cancer in multi-parametric MRI.
Yang X; Liu C; Wang Z; Yang J; Min HL; Wang L; Cheng KT
Med Image Anal; 2017 Dec; 42():212-227. PubMed ID: 28850876
[TBL] [Abstract][Full Text] [Related]
5. A computer-aided diagnosis system for differentiation and delineation of malignant regions on whole-slide prostate histopathology image using spatial statistics and multidimensional DenseNet.
Chen CM; Huang YS; Fang PW; Liang CW; Chang RF
Med Phys; 2020 Mar; 47(3):1021-1033. PubMed ID: 31834623
[TBL] [Abstract][Full Text] [Related]
6. Bone metastasis classification using whole body images from prostate cancer patients based on convolutional neural networks application.
Papandrianos N; Papageorgiou E; Anagnostis A; Papageorgiou K
PLoS One; 2020; 15(8):e0237213. PubMed ID: 32797099
[TBL] [Abstract][Full Text] [Related]
7. A new optical density granulometry-based descriptor for the classification of prostate histological images using shallow and deep Gaussian processes.
Esteban ÁE; López-Pérez M; Colomer A; Sales MA; Molina R; Naranjo V
Comput Methods Programs Biomed; 2019 Sep; 178():303-317. PubMed ID: 31416557
[TBL] [Abstract][Full Text] [Related]
8. Deep Learning-Based Gleason Grading of Prostate Cancer From Histopathology Images-Role of Multiscale Decision Aggregation and Data Augmentation.
Karimi D; Nir G; Fazli L; Black PC; Goldenberg L; Salcudean SE
IEEE J Biomed Health Inform; 2020 May; 24(5):1413-1426. PubMed ID: 31567104
[TBL] [Abstract][Full Text] [Related]
9. Detection of Prostate Cancer in Whole-Slide Images Through End-to-End Training With Image-Level Labels.
Pinckaers H; Bulten W; van der Laak J; Litjens G
IEEE Trans Med Imaging; 2021 Jul; 40(7):1817-1826. PubMed ID: 33729928
[TBL] [Abstract][Full Text] [Related]
10. A Deep Learning Pipeline for Grade Groups Classification Using Digitized Prostate Biopsy Specimens.
Hammouda K; Khalifa F; El-Melegy M; Ghazal M; Darwish HE; Abou El-Ghar M; El-Baz A
Sensors (Basel); 2021 Oct; 21(20):. PubMed ID: 34695922
[TBL] [Abstract][Full Text] [Related]
11. Patch-based Convolutional Neural Network for Whole Slide Tissue Image Classification.
Hou L; Samaras D; Kurc TM; Gao Y; Davis JE; Saltz JH
Proc IEEE Comput Soc Conf Comput Vis Pattern Recognit; 2016; 2016():2424-2433. PubMed ID: 27795661
[TBL] [Abstract][Full Text] [Related]
12. Automatic cancer tissue detection using multispectral photoacoustic imaging.
Jnawali K; Chinni B; Dogra V; Rao N
Int J Comput Assist Radiol Surg; 2020 Feb; 15(2):309-320. PubMed ID: 31865531
[TBL] [Abstract][Full Text] [Related]
13. Automated diagnosis of prostate cancer in multi-parametric MRI based on multimodal convolutional neural networks.
Le MH; Chen J; Wang L; Wang Z; Liu W; Cheng KT; Yang X
Phys Med Biol; 2017 Jul; 62(16):6497-6514. PubMed ID: 28582269
[TBL] [Abstract][Full Text] [Related]
14. Large scale tissue histopathology image classification, segmentation, and visualization via deep convolutional activation features.
Xu Y; Jia Z; Wang LB; Ai Y; Zhang F; Lai M; Chang EI
BMC Bioinformatics; 2017 May; 18(1):281. PubMed ID: 28549410
[TBL] [Abstract][Full Text] [Related]
15. A deep dive into understanding tumor foci classification using multiparametric MRI based on convolutional neural network.
Zong W; Lee JK; Liu C; Carver EN; Feldman AM; Janic B; Elshaikh MA; Pantelic MV; Hearshen D; Chetty IJ; Movsas B; Wen N
Med Phys; 2020 Sep; 47(9):4077-4086. PubMed ID: 32449176
[TBL] [Abstract][Full Text] [Related]
16. Hidden Variables in Deep Learning Digital Pathology and Their Potential to Cause Batch Effects: Prediction Model Study.
Schmitt M; Maron RC; Hekler A; Stenzinger A; Hauschild A; Weichenthal M; Tiemann M; Krahl D; Kutzner H; Utikal JS; Haferkamp S; Kather JN; Klauschen F; Krieghoff-Henning E; Fröhling S; von Kalle C; Brinker TJ
J Med Internet Res; 2021 Feb; 23(2):e23436. PubMed ID: 33528370
[TBL] [Abstract][Full Text] [Related]
17. Performance Evaluation of Deep Learning-Based Prostate Cancer Screening Methods in Histopathological Images: Measuring the Impact of the Model's Complexity on Its Processing Speed.
Duran-Lopez L; Dominguez-Morales JP; Rios-Navarro A; Gutierrez-Galan D; Jimenez-Fernandez A; Vicente-Diaz S; Linares-Barranco A
Sensors (Basel); 2021 Feb; 21(4):. PubMed ID: 33562753
[TBL] [Abstract][Full Text] [Related]
18. Going deeper through the Gleason scoring scale: An automatic end-to-end system for histology prostate grading and cribriform pattern detection.
Silva-Rodríguez J; Colomer A; Sales MA; Molina R; Naranjo V
Comput Methods Programs Biomed; 2020 Oct; 195():105637. PubMed ID: 32653747
[TBL] [Abstract][Full Text] [Related]
19. Convolutional Neural Network Based Breast Cancer Histopathology Image Classification.
Yamlome P; Akwaboah AD; Marz A; Deo M
Annu Int Conf IEEE Eng Med Biol Soc; 2020 Jul; 2020():1144-1147. PubMed ID: 33018189
[TBL] [Abstract][Full Text] [Related]
20. Prostate Cancer Detection using Deep Convolutional Neural Networks.
Yoo S; Gujrathi I; Haider MA; Khalvati F
Sci Rep; 2019 Dec; 9(1):19518. PubMed ID: 31863034
[TBL] [Abstract][Full Text] [Related]
[Next] [New Search]
