BIOMARKERS

Molecular Biopsy of Human Tumors

- a resource for Precision Medicine *

174 related articles for article (PubMed ID: 34721657)

  • 1. A Novel Approach to Classifying Breast Cancer Histopathology Biopsy Images Using Bilateral Knowledge Distillation and Label Smoothing Regularization.
    Chaudhury S; Shelke N; Sau K; Prasanalakshmi B; Shabaz M
    Comput Math Methods Med; 2021; 2021():4019358. PubMed ID: 34721657
    [TBL] [Abstract][Full Text] [Related]  

  • 2. Joint learning method with teacher-student knowledge distillation for on-device breast cancer image classification.
    Sepahvand M; Abdali-Mohammadi F
    Comput Biol Med; 2023 Mar; 155():106476. PubMed ID: 36841060
    [TBL] [Abstract][Full Text] [Related]  

  • 3. Highlight Every Step: Knowledge Distillation via Collaborative Teaching.
    Zhao H; Sun X; Dong J; Chen C; Dong Z
    IEEE Trans Cybern; 2022 Apr; 52(4):2070-2081. PubMed ID: 32721909
    [TBL] [Abstract][Full Text] [Related]  

  • 4. Overcoming limitation of dissociation between MD and MI classifications of breast cancer histopathological images through a novel decomposed feature-based knowledge distillation method.
    Sepahvand M; Abdali-Mohammadi F
    Comput Biol Med; 2022 Jun; 145():105413. PubMed ID: 35325731
    [TBL] [Abstract][Full Text] [Related]  

  • 5. Layerwised multimodal knowledge distillation for vision-language pretrained model.
    Wang J; Liao D; Zhang Y; Xu D; Zhang X
    Neural Netw; 2024 Jul; 175():106272. PubMed ID: 38569460
    [TBL] [Abstract][Full Text] [Related]  

  • 6. Resolution-based distillation for efficient histology image classification.
    DiPalma J; Suriawinata AA; Tafe LJ; Torresani L; Hassanpour S
    Artif Intell Med; 2021 Sep; 119():102136. PubMed ID: 34531005
    [TBL] [Abstract][Full Text] [Related]  

  • 7. A single stage knowledge distillation network for brain tumor segmentation on limited MR image modalities.
    Choi Y; Al-Masni MA; Jung KJ; Yoo RE; Lee SY; Kim DH
    Comput Methods Programs Biomed; 2023 Oct; 240():107644. PubMed ID: 37307766
    [TBL] [Abstract][Full Text] [Related]  

  • 8. Classification of diabetic retinopathy using unlabeled data and knowledge distillation.
    Abbasi S; Hajabdollahi M; Khadivi P; Karimi N; Roshandel R; Shirani S; Samavi S
    Artif Intell Med; 2021 Nov; 121():102176. PubMed ID: 34763798
    [TBL] [Abstract][Full Text] [Related]  

  • 9. Multi-view Teacher-Student Network.
    Tian Y; Sun S; Tang J
    Neural Netw; 2022 Feb; 146():69-84. PubMed ID: 34839092
    [TBL] [Abstract][Full Text] [Related]  

  • 10. Teacher-student complementary sample contrastive distillation.
    Bao Z; Huang Z; Gou J; Du L; Liu K; Zhou J; Chen Y
    Neural Netw; 2024 Feb; 170():176-189. PubMed ID: 37989039
    [TBL] [Abstract][Full Text] [Related]  

  • 11. STKD: Distilling Knowledge From Synchronous Teaching for Efficient Model Compression.
    Su T; Zhang J; Yu Z; Wang G; Liu X
    IEEE Trans Neural Netw Learn Syst; 2023 Dec; 34(12):10051-10064. PubMed ID: 35420989
    [TBL] [Abstract][Full Text] [Related]  

  • 12. Mitigating carbon footprint for knowledge distillation based deep learning model compression.
    Rafat K; Islam S; Mahfug AA; Hossain MI; Rahman F; Momen S; Rahman S; Mohammed N
    PLoS One; 2023; 18(5):e0285668. PubMed ID: 37186614
    [TBL] [Abstract][Full Text] [Related]  

  • 13. Retracted: A Novel Approach to Classifying Breast Cancer Histopathology Biopsy Images Using Bilateral Knowledge Distillation and Label Smoothing Regularization.
    Methods In Medicine CAM
    Comput Math Methods Med; 2023; 2023():9898159. PubMed ID: 38124960
    [TBL] [Abstract][Full Text] [Related]  

  • 14. RCKD: Response-Based Cross-Task Knowledge Distillation for Pathological Image Analysis.
    Kim H; Kwak TY; Chang H; Kim SW; Kim I
    Bioengineering (Basel); 2023 Nov; 10(11):. PubMed ID: 38002403
    [TBL] [Abstract][Full Text] [Related]  

  • 15. DCCD: Reducing Neural Network Redundancy via Distillation.
    Liu Y; Chen J; Liu Y
    IEEE Trans Neural Netw Learn Syst; 2023 Jan; PP():. PubMed ID: 37022254
    [TBL] [Abstract][Full Text] [Related]  

  • 16. Classification of Alzheimer's disease in MRI images using knowledge distillation framework: an investigation.
    Li Y; Luo J; Zhang J
    Int J Comput Assist Radiol Surg; 2022 Jul; 17(7):1235-1243. PubMed ID: 35633492
    [TBL] [Abstract][Full Text] [Related]  

  • 17. Classification of benign and malignant subtypes of breast cancer histopathology imaging using hybrid CNN-LSTM based transfer learning.
    Srikantamurthy MM; Rallabandi VPS; Dudekula DB; Natarajan S; Park J
    BMC Med Imaging; 2023 Jan; 23(1):19. PubMed ID: 36717788
    [TBL] [Abstract][Full Text] [Related]  

  • 18. Template-Driven Knowledge Distillation for Compact and Accurate Periocular Biometrics Deep-Learning Models.
    Boutros F; Damer N; Raja K; Kirchbuchner F; Kuijper A
    Sensors (Basel); 2022 Mar; 22(5):. PubMed ID: 35271074
    [TBL] [Abstract][Full Text] [Related]  

  • 19. Breast cancer detection from biopsy images using nucleus guided transfer learning and belief based fusion.
    George K; Faziludeen S; Sankaran P; Joseph K P
    Comput Biol Med; 2020 Sep; 124():103954. PubMed ID: 32777599
    [TBL] [Abstract][Full Text] [Related]  

  • 20. MSKD: Structured knowledge distillation for efficient medical image segmentation.
    Zhao L; Qian X; Guo Y; Song J; Hou J; Gong J
    Comput Biol Med; 2023 Sep; 164():107284. PubMed ID: 37572439
    [TBL] [Abstract][Full Text] [Related]  

    [Next]    [New Search]
    of 9.