Matches in SemOpenAlex for { <https://semopenalex.org/work/W4367016415> ?p ?o ?g. }
Showing items 1 to 97 of
97
with 100 items per page.
- W4367016415 abstract "Alzheimer's disease (AD) is a cognitive disorder that often occurs in the elderly. In the early stage of the disease, memory loss is the primary manifestation, which is clinically called mild cognitive impairment (MCI). At present, there is no way to prevent or reverse AD. Therefore, it is essential to diagnose the disease in time. There are many studies using computers to diagnose AD automatically. Because the cause of the disease is unclear, using deep learning to diagnose AD from MRI data is a hot research topic today. In addition, for the 3-D medical imaging field, it is challenging to build a large dataset for a particular disease. Contrastive learning demonstrates strong capabilities and provides a way to learn knowledge from the images themselves. However, in this process, the additional information of participants is not used, and many studies have found that factors such as sex and age significantly influence the disease. So we improved the existing training method to take the age and sex of the participants into account and improve the encoding ability of the neural network. We validate performance on the ADNI dataset; our method outperforms training from scratch and state-of-the-art methods on AD diagnosis tasks after fine-tuning." @default.
- W4367016415 created "2023-04-27" @default.
- W4367016415 creator A5003439569 @default.
- W4367016415 creator A5046481499 @default.
- W4367016415 creator A5055016576 @default.
- W4367016415 creator A5065388588 @default.
- W4367016415 creator A5079122684 @default.
- W4367016415 date "2023-02-24" @default.
- W4367016415 modified "2023-10-01" @default.
- W4367016415 title "CLCA: Contrastive Learning Using Combined Additional Information for Alzheimer's Diagnosis" @default.
- W4367016415 cites W1093064829 @default.
- W4367016415 cites W1601400058 @default.
- W4367016415 cites W1916922811 @default.
- W4367016415 cites W2020745232 @default.
- W4367016415 cites W2078136810 @default.
- W4367016415 cites W2081867911 @default.
- W4367016415 cites W2097117768 @default.
- W4367016415 cites W2156220037 @default.
- W4367016415 cites W2321533354 @default.
- W4367016415 cites W2396022766 @default.
- W4367016415 cites W2407365872 @default.
- W4367016415 cites W2625559849 @default.
- W4367016415 cites W2789865159 @default.
- W4367016415 cites W2795552972 @default.
- W4367016415 cites W2795824182 @default.
- W4367016415 cites W2889682853 @default.
- W4367016415 cites W2951103577 @default.
- W4367016415 cites W2963420272 @default.
- W4367016415 cites W2963557007 @default.
- W4367016415 cites W2964317695 @default.
- W4367016415 cites W2964744899 @default.
- W4367016415 cites W3022315685 @default.
- W4367016415 cites W3035524453 @default.
- W4367016415 cites W3098394437 @default.
- W4367016415 cites W3116132399 @default.
- W4367016415 cites W3120309683 @default.
- W4367016415 cites W3129015452 @default.
- W4367016415 cites W3185646597 @default.
- W4367016415 cites W3202922693 @default.
- W4367016415 cites W3203607638 @default.
- W4367016415 cites W3203717475 @default.
- W4367016415 doi "https://doi.org/10.1109/nnice58320.2023.10105726" @default.
- W4367016415 hasPublicationYear "2023" @default.
- W4367016415 type Work @default.
- W4367016415 citedByCount "0" @default.
- W4367016415 crossrefType "proceedings-article" @default.
- W4367016415 hasAuthorship W4367016415A5003439569 @default.
- W4367016415 hasAuthorship W4367016415A5046481499 @default.
- W4367016415 hasAuthorship W4367016415A5055016576 @default.
- W4367016415 hasAuthorship W4367016415A5065388588 @default.
- W4367016415 hasAuthorship W4367016415A5079122684 @default.
- W4367016415 hasConcept C108583219 @default.
- W4367016415 hasConcept C111919701 @default.
- W4367016415 hasConcept C119857082 @default.
- W4367016415 hasConcept C125411270 @default.
- W4367016415 hasConcept C142724271 @default.
- W4367016415 hasConcept C154945302 @default.
- W4367016415 hasConcept C15744967 @default.
- W4367016415 hasConcept C169760540 @default.
- W4367016415 hasConcept C169900460 @default.
- W4367016415 hasConcept C2779134260 @default.
- W4367016415 hasConcept C2984915365 @default.
- W4367016415 hasConcept C41008148 @default.
- W4367016415 hasConcept C502032728 @default.
- W4367016415 hasConcept C71924100 @default.
- W4367016415 hasConcept C98045186 @default.
- W4367016415 hasConceptScore W4367016415C108583219 @default.
- W4367016415 hasConceptScore W4367016415C111919701 @default.
- W4367016415 hasConceptScore W4367016415C119857082 @default.
- W4367016415 hasConceptScore W4367016415C125411270 @default.
- W4367016415 hasConceptScore W4367016415C142724271 @default.
- W4367016415 hasConceptScore W4367016415C154945302 @default.
- W4367016415 hasConceptScore W4367016415C15744967 @default.
- W4367016415 hasConceptScore W4367016415C169760540 @default.
- W4367016415 hasConceptScore W4367016415C169900460 @default.
- W4367016415 hasConceptScore W4367016415C2779134260 @default.
- W4367016415 hasConceptScore W4367016415C2984915365 @default.
- W4367016415 hasConceptScore W4367016415C41008148 @default.
- W4367016415 hasConceptScore W4367016415C502032728 @default.
- W4367016415 hasConceptScore W4367016415C71924100 @default.
- W4367016415 hasConceptScore W4367016415C98045186 @default.
- W4367016415 hasLocation W43670164151 @default.
- W4367016415 hasOpenAccess W4367016415 @default.
- W4367016415 hasPrimaryLocation W43670164151 @default.
- W4367016415 hasRelatedWork W3014300295 @default.
- W4367016415 hasRelatedWork W3164822677 @default.
- W4367016415 hasRelatedWork W3215138031 @default.
- W4367016415 hasRelatedWork W4223943233 @default.
- W4367016415 hasRelatedWork W4225161397 @default.
- W4367016415 hasRelatedWork W4250304930 @default.
- W4367016415 hasRelatedWork W4309045103 @default.
- W4367016415 hasRelatedWork W4312200629 @default.
- W4367016415 hasRelatedWork W4360585206 @default.
- W4367016415 hasRelatedWork W4364306694 @default.
- W4367016415 isParatext "false" @default.
- W4367016415 isRetracted "false" @default.
- W4367016415 workType "article" @default.