These tools will no longer be maintained as of December 31, 2024. Archived website can be found here. PubMed4Hh GitHub repository can be found here. Contact NLM Customer Service if you have questions.
3. Analysis of Few-Shot Techniques for Fungal Plant Disease Classification and Evaluation of Clustering Capabilities Over Real Datasets. Egusquiza I; Picon A; Irusta U; Bereciartua-Perez A; Eggers T; Klukas C; Aramendi E; Navarra-Mestre R Front Plant Sci; 2022; 13():813237. PubMed ID: 35356111 [TBL] [Abstract][Full Text] [Related]
4. Few-shot learning using explainable Siamese twin network for the automated classification of blood cells. Tummala S; Suresh AK Med Biol Eng Comput; 2023 Jun; 61(6):1549-1563. PubMed ID: 36800155 [TBL] [Abstract][Full Text] [Related]
5. 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]
6. Combating data incompetence in pollen images detection and classification for pollinosis prevention. Khanzhina N; Filchenkov A; Minaeva N; Novoselova L; Petukhov M; Kharisova I; Pinaeva J; Zamorin G; Putin E; Zamyatina E; Shalyto A Comput Biol Med; 2022 Jan; 140():105064. PubMed ID: 34861642 [TBL] [Abstract][Full Text] [Related]
7. Few-shot learning in deep networks through global prototyping. Blaes S; Burwick T Neural Netw; 2017 Oct; 94():159-172. PubMed ID: 28793243 [TBL] [Abstract][Full Text] [Related]
8. Using a Convolutional Siamese Network for Image-Based Plant Species Identification with Small Datasets. Figueroa-Mata G; Mata-Montero E Biomimetics (Basel); 2020 Mar; 5(1):. PubMed ID: 32121572 [TBL] [Abstract][Full Text] [Related]
9. Siamese neural networks for continuous disease severity evaluation and change detection in medical imaging. Li MD; Chang K; Bearce B; Chang CY; Huang AJ; Campbell JP; Brown JM; Singh P; Hoebel KV; Erdoğmuş D; Ioannidis S; Palmer WE; Chiang MF; Kalpathy-Cramer J NPJ Digit Med; 2020; 3():48. PubMed ID: 32258430 [TBL] [Abstract][Full Text] [Related]
10. CovidExpert: A Triplet Siamese Neural Network framework for the detection of COVID-19. Ornob TR; Roy G; Hassan E Inform Med Unlocked; 2023; 37():101156. PubMed ID: 36686559 [TBL] [Abstract][Full Text] [Related]
11. A novel end-to-end classifier using domain transferred deep convolutional neural networks for biomedical images. Pang S; Yu Z; Orgun MA Comput Methods Programs Biomed; 2017 Mar; 140():283-293. PubMed ID: 28254085 [TBL] [Abstract][Full Text] [Related]
12. A Siamese Transformer Network for Zero-Shot Ancient Coin Classification. Guo Z; Arandjelović O; Reid D; Lei Y; Büttner J J Imaging; 2023 May; 9(6):. PubMed ID: 37367455 [TBL] [Abstract][Full Text] [Related]
13. Self-supervised learning for remote sensing scene classification under the few shot scenario. Alosaimi N; Alhichri H; Bazi Y; Ben Youssef B; Alajlan N Sci Rep; 2023 Jan; 13(1):433. PubMed ID: 36624136 [TBL] [Abstract][Full Text] [Related]
14. Automated Classification of Resting-State fMRI ICA Components Using a Deep Siamese Network. Chou Y; Chang C; Remedios SW; Butman JA; Chan L; Pham DL Front Neurosci; 2022; 16():768634. PubMed ID: 35368292 [TBL] [Abstract][Full Text] [Related]
15. Transfer Learning with Convolutional Neural Networks for Classification of Abdominal Ultrasound Images. Cheng PM; Malhi HS J Digit Imaging; 2017 Apr; 30(2):234-243. PubMed ID: 27896451 [TBL] [Abstract][Full Text] [Related]
16. Few-shot cotton leaf spots disease classification based on metric learning. Liang X Plant Methods; 2021 Nov; 17(1):114. PubMed ID: 34749780 [TBL] [Abstract][Full Text] [Related]
17. 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]
18. A One-Dimensional Siamese Few-Shot Learning Approach for ECG Classification under Limited Data. Li Z; Wang H; Liu X Annu Int Conf IEEE Eng Med Biol Soc; 2021 Nov; 2021():455-458. PubMed ID: 34891331 [TBL] [Abstract][Full Text] [Related]
19. CNN-Siam: multimodal siamese CNN-based deep learning approach for drug‒drug interaction prediction. Yang Z; Tong K; Jin S; Wang S; Yang C; Jiang F BMC Bioinformatics; 2023 Mar; 24(1):110. PubMed ID: 36959539 [TBL] [Abstract][Full Text] [Related]
20. Efficient few-shot machine learning for classification of EBSD patterns. Kaufmann K; Lane H; Liu X; Vecchio KS Sci Rep; 2021 Apr; 11(1):8172. PubMed ID: 33854109 [TBL] [Abstract][Full Text] [Related] [Next] [New Search]