BIOMARKERS

Molecular Biopsy of Human Tumors

- a resource for Precision Medicine *

221 related articles for article (PubMed ID: 33608558)

  • 1. An annotation-free whole-slide training approach to pathological classification of lung cancer types using deep learning.
    Chen CL; Chen CC; Yu WH; Chen SH; Chang YC; Hsu TI; Hsiao M; Yeh CY; Chen CY
    Nat Commun; 2021 Feb; 12(1):1193. PubMed ID: 33608558
    [TBL] [Abstract][Full Text] [Related]  

  • 2. Masked hypergraph learning for weakly supervised histopathology whole slide image classification.
    Shi J; Shu T; Wu K; Jiang Z; Zheng L; Wang W; Wu H; Zheng Y
    Comput Methods Programs Biomed; 2024 Aug; 253():108237. PubMed ID: 38820715
    [TBL] [Abstract][Full Text] [Related]  

  • 3. Weakly-supervised learning for lung carcinoma classification using deep learning.
    Kanavati F; Toyokawa G; Momosaki S; Rambeau M; Kozuma Y; Shoji F; Yamazaki K; Takeo S; Iizuka O; Tsuneki M
    Sci Rep; 2020 Jun; 10(1):9297. PubMed ID: 32518413
    [TBL] [Abstract][Full Text] [Related]  

  • 4. A deep learning model for the classification of indeterminate lung carcinoma in biopsy whole slide images.
    Kanavati F; Toyokawa G; Momosaki S; Takeoka H; Okamoto M; Yamazaki K; Takeo S; Iizuka O; Tsuneki M
    Sci Rep; 2021 Apr; 11(1):8110. PubMed ID: 33854137
    [TBL] [Abstract][Full Text] [Related]  

  • 5. Deep learning-based framework for slide-based histopathological image analysis.
    Kosaraju S; Park J; Lee H; Yang JW; Kang M
    Sci Rep; 2022 Nov; 12(1):19075. PubMed ID: 36351997
    [TBL] [Abstract][Full Text] [Related]  

  • 6. Deep learning-based six-type classifier for lung cancer and mimics from histopathological whole slide images: a retrospective study.
    Yang H; Chen L; Cheng Z; Yang M; Wang J; Lin C; Wang Y; Huang L; Chen Y; Peng S; Ke Z; Li W
    BMC Med; 2021 Mar; 19(1):80. PubMed ID: 33775248
    [TBL] [Abstract][Full Text] [Related]  

  • 7. Attention2majority: Weak multiple instance learning for regenerative kidney grading on whole slide images.
    Su Z; Tavolara TE; Carreno-Galeano G; Lee SJ; Gurcan MN; Niazi MKK
    Med Image Anal; 2022 Jul; 79():102462. PubMed ID: 35512532
    [TBL] [Abstract][Full Text] [Related]  

  • 8. Robust whole slide image analysis for cervical cancer screening using deep learning.
    Cheng S; Liu S; Yu J; Rao G; Xiao Y; Han W; Zhu W; Lv X; Li N; Cai J; Wang Z; Feng X; Yang F; Geng X; Ma J; Li X; Wei Z; Zhang X; Quan T; Zeng S; Chen L; Hu J; Liu X
    Nat Commun; 2021 Sep; 12(1):5639. PubMed ID: 34561435
    [TBL] [Abstract][Full Text] [Related]  

  • 9. RegWSI: Whole slide image registration using combined deep feature- and intensity-based methods: Winner of the ACROBAT 2023 challenge.
    Wodzinski M; Marini N; Atzori M; Müller H
    Comput Methods Programs Biomed; 2024 Jun; 250():108187. PubMed ID: 38657383
    [TBL] [Abstract][Full Text] [Related]  

  • 10. Data-efficient and weakly supervised computational pathology on whole-slide images.
    Lu MY; Williamson DFK; Chen TY; Chen RJ; Barbieri M; Mahmood F
    Nat Biomed Eng; 2021 Jun; 5(6):555-570. PubMed ID: 33649564
    [TBL] [Abstract][Full Text] [Related]  

  • 11. Automated Diagnosis and Localization of Melanoma from Skin Histopathology Slides Using Deep Learning: A Multicenter Study.
    Li T; Xie P; Liu J; Chen M; Zhao S; Kang W; Zuo K; Li F
    J Healthc Eng; 2021; 2021():5972962. PubMed ID: 34745503
    [TBL] [Abstract][Full Text] [Related]  

  • 12. A novel deep learning-based algorithm combining histopathological features with tissue areas to predict colorectal cancer survival from whole-slide images.
    Li YJ; Chou HH; Lin PC; Shen MR; Hsieh SY
    J Transl Med; 2023 Oct; 21(1):731. PubMed ID: 37848862
    [TBL] [Abstract][Full Text] [Related]  

  • 13. Lung cancer subtype classification using histopathological images based on weakly supervised multi-instance learning.
    Zhao L; Xu X; Hou R; Zhao W; Zhong H; Teng H; Han Y; Fu X; Sun J; Zhao J
    Phys Med Biol; 2021 Dec; 66(23):. PubMed ID: 34794136
    [No Abstract]   [Full Text] [Related]  

  • 14. Predicting Lymph Node Metastasis From Primary Cervical Squamous Cell Carcinoma Based on Deep Learning in Histopathologic Images.
    Guo Q; Qu L; Zhu J; Li H; Wu Y; Wang S; Yu M; Wu J; Wen H; Ju X; Wang X; Bi R; Shi Y; Wu X
    Mod Pathol; 2023 Dec; 36(12):100316. PubMed ID: 37634868
    [TBL] [Abstract][Full Text] [Related]  

  • 15. Recognizing basal cell carcinoma on smartphone-captured digital histopathology images with a deep neural network.
    Jiang YQ; Xiong JH; Li HY; Yang XH; Yu WT; Gao M; Zhao X; Ma YP; Zhang W; Guan YF; Gu H; Sun JF
    Br J Dermatol; 2020 Mar; 182(3):754-762. PubMed ID: 31017653
    [TBL] [Abstract][Full Text] [Related]  

  • 16. PPsNet: An improved deep learning model for microsatellite instability high prediction in colorectal cancer from whole slide images.
    Lou J; Xu J; Zhang Y; Sun Y; Fang A; Liu J; Mur LAJ; Ji B
    Comput Methods Programs Biomed; 2022 Oct; 225():107095. PubMed ID: 36057226
    [TBL] [Abstract][Full Text] [Related]  

  • 17. Iterative multiple instance learning for weakly annotated whole slide image classification.
    Zhou Y; Che S; Lu F; Liu S; Yan Z; Wei J; Li Y; Ding X; Lu Y
    Phys Med Biol; 2023 Jul; 68(15):. PubMed ID: 37311470
    [No Abstract]   [Full Text] [Related]  

  • 18. Selection, Visualization, and Interpretation of Deep Features in Lung Adenocarcinoma and Squamous Cell Carcinoma.
    Dehkharghanian T; Rahnamayan S; Riasatian A; Bidgoli AA; Kalra S; Zaveri M; Babaie M; Seyed Sajadi MS; Gonzalelz R; Diamandis P; Pantanowitz L; Huang T; Tizhoosh HR
    Am J Pathol; 2021 Dec; 191(12):2172-2183. PubMed ID: 34508689
    [TBL] [Abstract][Full Text] [Related]  

  • 19. Overcoming the limitations of patch-based learning to detect cancer in whole slide images.
    Ciga O; Xu T; Nofech-Mozes S; Noy S; Lu FI; Martel AL
    Sci Rep; 2021 Apr; 11(1):8894. PubMed ID: 33903725
    [TBL] [Abstract][Full Text] [Related]  

  • 20. SAMPLER: unsupervised representations for rapid analysis of whole slide tissue images.
    Mukashyaka P; Sheridan TB; Foroughi Pour A; Chuang JH
    EBioMedicine; 2024 Jan; 99():104908. PubMed ID: 38101298
    [TBL] [Abstract][Full Text] [Related]  

    [Next]    [New Search]
    of 12.