134 related articles for article (PubMed ID: 38687694)
1. Deep multiple instance learning versus conventional deep single instance learning for interpretable oral cancer detection.
Koriakina N; Sladoje N; Bašić V; Lindblad J
PLoS One; 2024; 19(4):e0302169. PubMed ID: 38687694
[TBL] [Abstract][Full Text] [Related]
2. UD-MIL: Uncertainty-Driven Deep Multiple Instance Learning for OCT Image Classification.
Wang X; Tang F; Chen H; Luo L; Tang Z; Ran AR; Cheung CY; Heng PA
IEEE J Biomed Health Inform; 2020 Dec; 24(12):3431-3442. PubMed ID: 32248132
[TBL] [Abstract][Full Text] [Related]
3. On the objectivity, reliability, and validity of deep learning enabled bioimage analyses.
Segebarth D; Griebel M; Stein N; von Collenberg CR; Martin C; Fiedler D; Comeras LB; Sah A; Schoeffler V; Lüffe T; Dürr A; Gupta R; Sasi M; Lillesaar C; Lange MD; Tasan RO; Singewald N; Pape HC; Flath CM; Blum R
Elife; 2020 Oct; 9():. PubMed ID: 33074102
[TBL] [Abstract][Full Text] [Related]
4. Weakly supervised learning for classification of lung cytological images using attention-based multiple instance learning.
Teramoto A; Kiriyama Y; Tsukamoto T; Sakurai E; Michiba A; Imaizumi K; Saito K; Fujita H
Sci Rep; 2021 Oct; 11(1):20317. PubMed ID: 34645863
[TBL] [Abstract][Full Text] [Related]
5. IDA-MIL: Classification of Glomerular with Spike-like Projections via Multiple Instance Learning with Instance-level Data Augmentation.
Wu X; Chen Y; Li X; Liu X; Liu Y; Wu Y; Li M; Zhou X; Wang C
Comput Methods Programs Biomed; 2022 Oct; 225():107106. PubMed ID: 36088891
[TBL] [Abstract][Full Text] [Related]
6. Weakly supervised instance learning for thyroid malignancy prediction from whole slide cytopathology images.
Dov D; Kovalsky SZ; Assaad S; Cohen J; Range DE; Pendse AA; Henao R; Carin L
Med Image Anal; 2021 Jan; 67():101814. PubMed ID: 33049578
[TBL] [Abstract][Full Text] [Related]
7. Extracting 2D weak labels from volume labels using multiple instance learning in CT hemorrhage detection.
Remedios SW; Wu Z; Bermudez C; Kerley CI; Roy S; Patel MB; Butman JA; Landman BA; Pham DL
Proc SPIE Int Soc Opt Eng; 2020; 11313():. PubMed ID: 34040275
[TBL] [Abstract][Full Text] [Related]
8. BlastAssist: a deep learning pipeline to measure interpretable features of human embryos.
Yang HY; Leahy BD; Jang WD; Wei D; Kalma Y; Rahav R; Carmon A; Kopel R; Azem F; Venturas M; Kelleher CP; Cam L; Pfister H; Needleman DJ; Ben-Yosef D
Hum Reprod; 2024 Apr; 39(4):698-708. PubMed ID: 38396213
[TBL] [Abstract][Full Text] [Related]
9. Robust deep learning from incomplete annotation for accurate lung nodule detection.
Gao Z; Guo Y; Wang G; Chen X; Cao X; Zhang C; An S; Xu F
Comput Biol Med; 2024 May; 173():108361. PubMed ID: 38569236
[TBL] [Abstract][Full Text] [Related]
10. A general deep learning framework for neuron instance segmentation based on Efficient UNet and morphological post-processing.
Wu H; Souedet N; Jan C; Clouchoux C; Delzescaux T
Comput Biol Med; 2022 Nov; 150():106180. PubMed ID: 36244305
[TBL] [Abstract][Full Text] [Related]
11. Deep Gaussian processes for multiple instance learning: Application to CT intracranial hemorrhage detection.
López-Pérez M; Schmidt A; Wu Y; Molina R; Katsaggelos AK
Comput Methods Programs Biomed; 2022 Jun; 219():106783. PubMed ID: 35390723
[TBL] [Abstract][Full Text] [Related]
12. Folic acid supplementation and malaria susceptibility and severity among people taking antifolate antimalarial drugs in endemic areas.
Crider K; Williams J; Qi YP; Gutman J; Yeung L; Mai C; Finkelstain J; Mehta S; Pons-Duran C; Menéndez C; Moraleda C; Rogers L; Daniels K; Green P
Cochrane Database Syst Rev; 2022 Feb; 2(2022):. PubMed ID: 36321557
[TBL] [Abstract][Full Text] [Related]
13. MABAL: a Novel Deep-Learning Architecture for Machine-Assisted Bone Age Labeling.
Mutasa S; Chang PD; Ruzal-Shapiro C; Ayyala R
J Digit Imaging; 2018 Aug; 31(4):513-519. PubMed ID: 29404850
[TBL] [Abstract][Full Text] [Related]
14. MaskMitosis: a deep learning framework for fully supervised, weakly supervised, and unsupervised mitosis detection in histopathology images.
Sebai M; Wang X; Wang T
Med Biol Eng Comput; 2020 Jul; 58(7):1603-1623. PubMed ID: 32445109
[TBL] [Abstract][Full Text] [Related]
15. Identification of gene profiles related to the development of oral cancer using a deep learning technique.
Tapak L; Ghasemi MK; Afshar S; Mahjub H; Soltanian A; Khotanlou H
BMC Med Genomics; 2023 Feb; 16(1):35. PubMed ID: 36849997
[TBL] [Abstract][Full Text] [Related]
16. A comprehensive study on the multi-class cervical cancer diagnostic prediction on pap smear images using a fusion-based decision from ensemble deep convolutional neural network.
Hussain E; Mahanta LB; Das CR; Talukdar RK
Tissue Cell; 2020 Aug; 65():101347. PubMed ID: 32746984
[TBL] [Abstract][Full Text] [Related]
17. A CNN-based approach for joint segmentation and quantification of nuclei and NORs in AgNOR-stained images.
Rönnau MM; Lepper TW; Amaral LN; Rados PV; Oliveira MM
Comput Methods Programs Biomed; 2023 Dec; 242():107788. PubMed ID: 37738838
[TBL] [Abstract][Full Text] [Related]
18. Deep learning-based pathology image analysis predicts cancer progression risk in patients with oral leukoplakia.
Zhang X; Gleber-Netto FO; Wang S; Martins-Chaves RR; Gomez RS; Vigneswaran N; Sarkar A; William WN; Papadimitrakopoulou V; Williams M; Bell D; Palsgrove D; Bishop J; Heymach JV; Gillenwater AM; Myers JN; Ferrarotto R; Lippman SM; Pickering CR; Xiao G
Cancer Med; 2023 Mar; 12(6):7508-7518. PubMed ID: 36721313
[TBL] [Abstract][Full Text] [Related]
19. Benchmarking weakly-supervised deep learning pipelines for whole slide classification in computational pathology.
Ghaffari Laleh N; Muti HS; Loeffler CML; Echle A; Saldanha OL; Mahmood F; Lu MY; Trautwein C; Langer R; Dislich B; Buelow RD; Grabsch HI; Brenner H; Chang-Claude J; Alwers E; Brinker TJ; Khader F; Truhn D; Gaisa NT; Boor P; Hoffmeister M; Schulz V; Kather JN
Med Image Anal; 2022 Jul; 79():102474. PubMed ID: 35588568
[TBL] [Abstract][Full Text] [Related]
20. DR-MIL: deep represented multiple instance learning distinguishes COVID-19 from community-acquired pneumonia in CT images.
Qi S; Xu C; Li C; Tian B; Xia S; Ren J; Yang L; Wang H; Yu H
Comput Methods Programs Biomed; 2021 Nov; 211():106406. PubMed ID: 34536634
[TBL] [Abstract][Full Text] [Related]
[Next] [New Search]