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Statistics in Biopharmaceutical Research Volume 13, 2021 - Issue 3
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Discovery and Biomarkers

Deep Learning Based Multimodal Progression Modeling for Alzheimer’s Disease

Liuqing Yanga AbbVie, Inc., North Chicago, IL;;
,
Xifeng Wangb Department of Biostatistics, University of North Carolina at Chapel Hill, Chapel Hill, NC;;
,
Qi Guoa AbbVie, Inc., North Chicago, IL;;
,
Scott Gladsteina AbbVie, Inc., North Chicago, IL;;
,
Dustin Wootena AbbVie, Inc., North Chicago, IL;;
,
Tengfei Lic Department of Radiology and Biomedical Research Imaging Center, University of North Carolina at Chapel Hill, Chapel Hill, NC
,
Weining Z Robiesona AbbVie, Inc., North Chicago, IL;;
,
Yan Suna AbbVie, Inc., North Chicago, IL;;
,
Xin Huanga AbbVie, Inc., North Chicago, IL;; Correspondence[email protected]
& for the Alzheimer’s Disease Neuroimaging Initiative show all
Pages 337-343 | Received 06 Dec 2019, Accepted 12 Jan 2021, Published online: 10 Mar 2021

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Stan Altan & John Kolassa. (2021) The 2019 Nonclinical Biostatistics Conference. Statistics in Biopharmaceutical Research 13:3, pages 295-296.
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Articles from other publishers (7)

Peixin Lu, Lianting Hu, Alexis Mitelpunkt, Surbhi Bhatnagar, Long Lu & Huiying Liang. (2024) A hierarchical attention-based multimodal fusion framework for predicting the progression of Alzheimer’s disease. Biomedical Signal Processing and Control 88, pages 105669.
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Vinayak Nayak, Sushmita Patra, Shrushti Rout, Atala Bihari Jena, Rohit Sharma, Kali Prasad Pattanaik, Jay Singh, Shyam S. Pandey, Ravindra Pratap Singh, Sanatan Majhi, Kshitij RB Singh & Rout George Kerry. (2024) Regulation of neuroinflammation in Alzheimer's disease via nanoparticle-loaded phytocompounds with anti-inflammatory and autophagy-inducing properties. Phytomedicine 122, pages 155150.
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Ahmed Khalid, Ebrahim Mohammed Senan, Khalil Al-Wagih, Mamoun Mohammad Ali Al-Azzam & Ziad Mohammad Alkhraisha. (2023) Automatic Analysis of MRI Images for Early Prediction of Alzheimer’s Disease Stages Based on Hybrid Features of CNN and Handcrafted Features. Diagnostics 13:9, pages 1654.
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Pushpendra Singh Sisodia, Gaurav Kumar Ameta, Yogesh Kumar & Neelam Chaplot. (2023) A Review of Deep Transfer Learning Approaches for Class-Wise Prediction of Alzheimer’s Disease Using MRI Images. Archives of Computational Methods in Engineering 30:4, pages 2409-2429.
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Febin Antony, H. B. Anita & Jincy A. George. 2023. IOT with Smart Systems. IOT with Smart Systems 199 207 .
Adrienne Kline, Hanyin Wang, Yikuan Li, Saya Dennis, Meghan Hutch, Zhenxing Xu, Fei Wang, Feixiong Cheng & Yuan Luo. (2022) Multimodal machine learning in precision health: A scoping review. npj Digital Medicine 5:1.
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Peng Wei. (2021) Radiomics, deep learning and early diagnosis in oncology. Emerging Topics in Life Sciences 5:6, pages 829-835.
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