133 related articles for article (PubMed ID: 38308870)
1. Systematic comparison of 3D Deep learning and classical machine learning explanations for Alzheimer's Disease detection.
Bloch L; Friedrich CM;
Comput Biol Med; 2024 Mar; 170():108029. PubMed ID: 38308870
[TBL] [Abstract][Full Text] [Related]
2. Data analysis with Shapley values for automatic subject selection in Alzheimer's disease data sets using interpretable machine learning.
Bloch L; Friedrich CM;
Alzheimers Res Ther; 2021 Sep; 13(1):155. PubMed ID: 34526114
[TBL] [Abstract][Full Text] [Related]
3. XGBoost-SHAP-based interpretable diagnostic framework for alzheimer's disease.
Yi F; Yang H; Chen D; Qin Y; Han H; Cui J; Bai W; Ma Y; Zhang R; Yu H
BMC Med Inform Decis Mak; 2023 Jul; 23(1):137. PubMed ID: 37491248
[TBL] [Abstract][Full Text] [Related]
4. Development and validation of an automatic classification algorithm for the diagnosis of Alzheimer's disease using a high-performance interpretable deep learning network.
Park HY; Shim WH; Suh CH; Heo H; Oh HW; Kim J; Sung J; Lim JS; Lee JH; Kim HS; Kim SJ
Eur Radiol; 2023 Nov; 33(11):7992-8001. PubMed ID: 37170031
[TBL] [Abstract][Full Text] [Related]
5. Determination of Alzheimer's disease based on morphology and atrophy using machine learning combined with automated segmentation.
Ikemitsu N; Kanazawa Y; Haga A; Hayashi H; Matsumoto Y; Harada M
Acta Radiol; 2024 Apr; 65(4):359-366. PubMed ID: 38196180
[TBL] [Abstract][Full Text] [Related]
6. Automated MRI-Based Deep Learning Model for Detection of Alzheimer's Disease Process.
Feng W; Halm-Lutterodt NV; Tang H; Mecum A; Mesregah MK; Ma Y; Li H; Zhang F; Wu Z; Yao E; Guo X
Int J Neural Syst; 2020 Jun; 30(6):2050032. PubMed ID: 32498641
[TBL] [Abstract][Full Text] [Related]
7. Convolutional neural networks for classification of Alzheimer's disease: Overview and reproducible evaluation.
Wen J; Thibeau-Sutre E; Diaz-Melo M; Samper-González J; Routier A; Bottani S; Dormont D; Durrleman S; Burgos N; Colliot O; ;
Med Image Anal; 2020 Jul; 63():101694. PubMed ID: 32417716
[TBL] [Abstract][Full Text] [Related]
8. A multilayer multimodal detection and prediction model based on explainable artificial intelligence for Alzheimer's disease.
El-Sappagh S; Alonso JM; Islam SMR; Sultan AM; Kwak KS
Sci Rep; 2021 Jan; 11(1):2660. PubMed ID: 33514817
[TBL] [Abstract][Full Text] [Related]
9. Development and validation of an interpretable deep learning framework for Alzheimer's disease classification.
Qiu S; Joshi PS; Miller MI; Xue C; Zhou X; Karjadi C; Chang GH; Joshi AS; Dwyer B; Zhu S; Kaku M; Zhou Y; Alderazi YJ; Swaminathan A; Kedar S; Saint-Hilaire MH; Auerbach SH; Yuan J; Sartor EA; Au R; Kolachalama VB
Brain; 2020 Jun; 143(6):1920-1933. PubMed ID: 32357201
[TBL] [Abstract][Full Text] [Related]
10. c-Diadem: a constrained dual-input deep learning model to identify novel biomarkers in Alzheimer's disease.
Jemimah S; AlShehhi A;
BMC Med Genomics; 2023 Oct; 16(Suppl 2):244. PubMed ID: 37833700
[TBL] [Abstract][Full Text] [Related]
11. A parameter-efficient deep learning approach to predict conversion from mild cognitive impairment to Alzheimer's disease.
Spasov S; Passamonti L; Duggento A; Liò P; Toschi N;
Neuroimage; 2019 Apr; 189():276-287. PubMed ID: 30654174
[TBL] [Abstract][Full Text] [Related]
12. Deep transfer learning-based fully automated detection and classification of Alzheimer's disease on brain MRI.
Ghaffari H; Tavakoli H; Pirzad Jahromi G
Br J Radiol; 2022 Aug; 95(1136):20211253. PubMed ID: 35616643
[TBL] [Abstract][Full Text] [Related]
13. Voxel-Based Morphometry: Improving the Diagnosis of Alzheimer's Disease Based on an Extreme Learning Machine Method from the ADNI cohort.
Zhang F; Tian S; Chen S; Ma Y; Li X; Guo X
Neuroscience; 2019 Aug; 414():273-279. PubMed ID: 31102761
[TBL] [Abstract][Full Text] [Related]
14. Reproducible evaluation of classification methods in Alzheimer's disease: Framework and application to MRI and PET data.
Samper-González J; Burgos N; Bottani S; Fontanella S; Lu P; Marcoux A; Routier A; Guillon J; Bacci M; Wen J; Bertrand A; Bertin H; Habert MO; Durrleman S; Evgeniou T; Colliot O; ;
Neuroimage; 2018 Dec; 183():504-521. PubMed ID: 30130647
[TBL] [Abstract][Full Text] [Related]
15. Differential diagnosis of mild cognitive impairment and Alzheimer's disease using structural MRI cortical thickness, hippocampal shape, hippocampal texture, and volumetry.
Sørensen L; Igel C; Pai A; Balas I; Anker C; Lillholm M; Nielsen M;
Neuroimage Clin; 2017; 13():470-482. PubMed ID: 28119818
[TBL] [Abstract][Full Text] [Related]
16. Explainable AI-based Alzheimer's prediction and management using multimodal data.
Jahan S; Abu Taher K; Kaiser MS; Mahmud M; Rahman MS; Hosen ASMS; Ra IH
PLoS One; 2023; 18(11):e0294253. PubMed ID: 37972072
[TBL] [Abstract][Full Text] [Related]
17. Cross-cohort generalizability of deep and conventional machine learning for MRI-based diagnosis and prediction of Alzheimer's disease.
Bron EE; Klein S; Papma JM; Jiskoot LC; Venkatraghavan V; Linders J; Aalten P; De Deyn PP; Biessels GJ; Claassen JAHR; Middelkoop HAM; Smits M; Niessen WJ; van Swieten JC; van der Flier WM; Ramakers IHGB; van der Lugt A; ;
Neuroimage Clin; 2021; 31():102712. PubMed ID: 34118592
[TBL] [Abstract][Full Text] [Related]
18. Alzheimer's diagnosis using deep learning in segmenting and classifying 3D brain MR images.
Tuan TA; Pham TB; Kim JY; Tavares JMRS
Int J Neurosci; 2022 Jul; 132(7):689-698. PubMed ID: 33045895
[TBL] [Abstract][Full Text] [Related]
19. Random forest feature selection, fusion and ensemble strategy: Combining multiple morphological MRI measures to discriminate among healhy elderly, MCI, cMCI and alzheimer's disease patients: From the alzheimer's disease neuroimaging initiative (ADNI) database.
Dimitriadis SI; Liparas D; Tsolaki MN;
J Neurosci Methods; 2018 May; 302():14-23. PubMed ID: 29269320
[TBL] [Abstract][Full Text] [Related]
20. A multi-model deep convolutional neural network for automatic hippocampus segmentation and classification in Alzheimer's disease.
Liu M; Li F; Yan H; Wang K; Ma Y; ; Shen L; Xu M
Neuroimage; 2020 Mar; 208():116459. PubMed ID: 31837471
[TBL] [Abstract][Full Text] [Related]
[Next] [New Search]