---
title: "ADNI: papers using this data, journals and trends"
description: "From Nov 2023 to Oct 2026, 154 archived papers mentioned ADNI in their title, abstract or keywords (the search of earlier months' full texts is still under way), most of them in Aug 2024 (8)."
url: https://scholar4ai.com/datasets/adni
markdown_url: https://scholar4ai.com/datasets/adni.md
license: CC BY-NC 4.0 (https://creativecommons.org/licenses/by-nc/4.0/)
share_text: "From Nov 2023 to Oct 2026, 154 archived papers mentioned ADNI in their title, abstract or keywords (the search of earlier months' full texts is still under way), most of them in Aug 2024 (8). (as of 2026-11-05)"
data_url: https://scholar4ai.com/data/rankings.json
updated: 2026-11-05T06:02:37+09:00
window: 2026-10-07 to 2026-11-05
source: OpenAlex (CC0)
---

# ADNI

[Browse dataset profiles](https://scholar4ai.com/datasets/directory.md)

Clinical records, medical images and physiological signals used in medical machine learning.

- data category: Medical and clinical datasets
- 0 papers in the last 7 days
- Names searched for: Alzheimer's Disease Neuroimaging Initiative, ADNI

Most-used data: https://scholar4ai.com/rankings/datasets.md · All Medical and clinical datasets datasets: https://scholar4ai.com/datasets/medical-and-clinical-datasets.md



## Key findings

- From Nov 2023 to Oct 2026, 154 archived papers mentioned ADNI in their title, abstract or keywords (the search of earlier months' full texts is still under way), most of them in Aug 2024 (8).
- ADNI was mentioned in 5 papers in the last 30 days (2026-10-07 to 2026-11-05), ranking #64 of the 246 datasets mentioned.
- By journal category: AI (4) and Statistics (1).
- Most of them appeared in Neural Networks (2), Applied Intelligence (1) and Data Mining and Knowledge Discovery (1).
- From 2017 to 2026 (so far), ADNI was mentioned in 245 papers in the tracked journals, most of them in AI (204), statistics (26) and operations research (5).
- 47 of them were published in 2025, against 2 in 2017.
- Since 2023, the institutions with the most of these papers were Indian Institute of Technology Indore (14), Chinese Academy of Sciences (9) and Shenzhen Institutes of Advanced Technology (5).
- The journals publishing most of them were Pattern Recognition (17), Artificial Intelligence Review (16) and Neural Computing and Applications (15).
- The most-cited of them is “Hierarchical Fully Convolutional Network for Joint Atrophy Localization and Alzheimer's Disease Diagnosis Using Structural MRI” (IEEE Transactions on Pattern Analysis and Machine Intelligence, 2018), with 544 citations.
- Papers use ADNI most often with ImageNet (19), MNIST / Fashion-MNIST (13) and UCI Machine Learning Repository (13); it has 18 partners in the code and data network, in the group around ImageNet, CIFAR-10 / CIFAR-100, MNIST / Fashion-MNIST.

## Mentions over 36 months

*Papers mentioning it by publication month, Nov 2023 to Oct 2026 (titles, abstracts and keywords; the full texts of earlier months are still being searched)*

| Trend | Nov 23–Oct 24 | Nov 24–Oct 25 | Nov 25–Oct 26 | 36 months |
|---|---:|---:|---:|---:|
|  | 61 | 43 | 50 | 154 |

## Papers per year

*Papers per publication year and category*

| Category | 2017 | 2018 | 2019 | 2020 | 2021 | 2022 | 2023 | 2024 | 2025 | 2026 (so far) |
|---|---:|---:|---:|---:|---:|---:|---:|---:|---:|---:|
| [AI](https://scholar4ai.com/categories/ai.md) | 2 | 5 | 8 | 8 | 15 | 21 | 25 | 50 | 33 | 37 |
| [Statistics](https://scholar4ai.com/categories/statistics.md) | 0 | 2 | 3 | 2 | 1 | 1 | 3 | 4 | 7 | 3 |
| [Operations Research](https://scholar4ai.com/categories/operations-research.md) | 0 | 0 | 0 | 0 | 1 | 0 | 0 | 2 | 2 | 0 |
| [Health Economics and Policy](https://scholar4ai.com/categories/health-economics-and-policy.md) | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 4 | 0 |
| [Information Systems](https://scholar4ai.com/categories/information-systems.md) | 0 | 2 | 0 | 1 | 0 | 0 | 0 | 0 | 1 | 0 |
| [Finance](https://scholar4ai.com/categories/finance.md) | 0 | 0 | 0 | 0 | 0 | 0 | 1 | 0 | 0 | 0 |
| [Economics](https://scholar4ai.com/categories/economics.md) | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 1 | 0 | 0 |
| All categories | 2 | 9 | 11 | 11 | 17 | 22 | 29 | 57 | 47 | 40 |

## Where the papers come from

*Journals with the most papers, since 2023*

| # | Journal | Papers |
|---:|---|---:|
| 1 | [Pattern Recognition](https://scholar4ai.com/journals/pattern-recognition.md) | 17 |
| 2 | [Artificial Intelligence Review](https://scholar4ai.com/journals/artificial-intelligence-review.md) | 16 |
| 3 | [Neural Computing and Applications](https://scholar4ai.com/journals/neural-computing-and-applications.md) | 15 |
| 4 | [Neural Networks](https://scholar4ai.com/journals/neural-networks.md) | 12 |
| 5 | [Expert Systems with Applications](https://scholar4ai.com/journals/expert-systems-with-applications.md) | 12 |
| 6 | [Information Fusion](https://scholar4ai.com/journals/information-fusion.md) | 11 |
| 7 | [Medical Image Analysis](https://scholar4ai.com/journals/medical-image-analysis.md) | 10 |
| 8 | [IEEE Transactions on Pattern Analysis and Machine Intelligence](https://scholar4ai.com/journals/ieee-transactions-on-pattern-analysis-and-machine-intelligence.md) | 8 |
| 9 | [Cognitive Computation](https://scholar4ai.com/journals/cognitive-computation.md) | 7 |
| 10 | [IEEE Transactions on Neural Networks and Learning Systems](https://scholar4ai.com/journals/ieee-transactions-on-neural-networks-and-learning-systems.md) | 6 |

*Institutions with the most papers, since 2023*

| # | Institution | Papers |
|---:|---|---:|
| 1 | Indian Institute of Technology Indore | 14 |
| 2 | [Chinese Academy of Sciences](https://scholar4ai.com/institutions/chinese-academy-of-sciences.md) | 9 |
| 3 | Shenzhen Institutes of Advanced Technology | 5 |
| 4 | [Shenzhen University](https://scholar4ai.com/institutions/shenzhen-university.md) | 5 |
| 5 | [Tsinghua University](https://scholar4ai.com/institutions/tsinghua-university.md) | 5 |
| 6 | [Nanjing University of Aeronautics and Astronautics](https://scholar4ai.com/institutions/nanjing-university-of-aeronautics-and-astronautics.md) | 4 |
| 7 | [Shanghai Jiao Tong University](https://scholar4ai.com/institutions/shanghai-jiao-tong-university.md) | 4 |
| 8 | [University of North Carolina at Chapel Hill](https://scholar4ai.com/institutions/university-of-north-carolina-at-chapel-hill.md) | 4 |
| 9 | [University of Technology Sydney](https://scholar4ai.com/institutions/university-of-technology-sydney.md) | 4 |
| 10 | [Beijing Institute of Technology](https://scholar4ai.com/institutions/beijing-institute-of-technology.md) | 3 |

*Countries with the most papers, since 2023*

| # | Country | Papers |
|---:|---|---:|
| 1 | China | 67 |
| 2 | United States | 32 |
| 3 | India | 28 |
| 4 | United Kingdom | 19 |
| 5 | Italy | 9 |
| 6 | Australia | 8 |
| 7 | Egypt | 8 |
| 8 | South Korea | 8 |
| 9 | Germany | 6 |
| 10 | Spain | 6 |

*Keywords with the most papers, since 2023*

| # | Keyword | Papers |
|---:|---|---:|
| 1 | Alzheimer's disease | 62 |
| 2 | ADNI | 51 |
| 3 | mild cognitive impairment | 30 |
| 4 | Alzheimer's disease diagnosis | 23 |
| 5 | early diagnosis | 20 |
| 6 | [multimodal fusion](https://scholar4ai.com/keywords/multimodal-fusion.md) | 16 |
| 7 | ADNI dataset | 12 |
| 8 | structural MRI | 11 |
| 9 | magnetic resonance imaging | 10 |
| 10 | Alzheimer's disease classification | 9 |

## Most-cited papers

*Most-cited papers since 2017*

| # | Citations | Per month | Title | Journal | Published | Authors |
|---:|---:|---:|---|---|---|---|
| 1 | 544 | 5.8 | [Hierarchical Fully Convolutional Network for Joint Atrophy Localization and Alzheimer's Disease Diagnosis Using Structural MRI](https://doi.org/10.1109/tpami.2018.2889096) | [IEEE Transactions on Pattern Analysis and Machine Intelligence](https://scholar4ai.com/journals/ieee-transactions-on-pattern-analysis-and-machine-intelligence.md) | 2018-12-21 | Chunfeng Lian, Mingxia Liu, Jun Zhang et al. |
| 2 | 522 | 16.4 | [Federated learning for medical image analysis: A survey](https://doi.org/10.1016/j.patcog.2024.110424) | [Pattern Recognition](https://scholar4ai.com/journals/pattern-recognition.md) | 2024-03-12 | Hao Guan, Pew‐Thian Yap, Andrea Bozoki et al. |
| 3 | 397 | 6.6 | [Deep Learning Approach for Early Detection of Alzheimer’s Disease](https://doi.org/10.1007/s12559-021-09946-2) | [Cognitive Computation](https://scholar4ai.com/journals/cognitive-computation.md) | 2021-11-03 | Hadeer A. Helaly, Mahmoud Badawy, Amira Y. Haikal |
| 4 | 195 | 5.5 | [Explainable Artificial Intelligence in Alzheimer’s Disease Classification: A Systematic Review](https://doi.org/10.1007/s12559-023-10192-x) | [Cognitive Computation](https://scholar4ai.com/journals/cognitive-computation.md) | 2023-11-13 | Vimbi Viswan, Noushath Shaffi, Mufti Mahmud et al. |
| 5 | 180 | 5.3 | [The deep learning applications in IoT-based bio- and medical informatics: a systematic literature review](https://doi.org/10.1007/s00521-023-09366-3) | [Neural Computing and Applications](https://scholar4ai.com/journals/neural-computing-and-applications.md) | 2024-01-13 | Zahra Amiri, Arash Heidari, Nima Jafari Navimipour et al. |

## Used together with

Papers use ADNI most often with ImageNet (19), MNIST / Fashion-MNIST (13) and UCI Machine Learning Repository (13); it has 18 partners in the code and data network, in the group around ImageNet, CIFAR-10 / CIFAR-100, MNIST / Fashion-MNIST.

*What papers use ADNI together with (at least 3 papers; lift 1 = chance)*

| Used with | Type | Papers using both | Lift |
|---|---|---:|---:|
| [ImageNet](https://scholar4ai.com/datasets/imagenet.md) | Dataset | 19 | 1.6 |
| [MNIST / Fashion-MNIST](https://scholar4ai.com/datasets/mnist-fashion-mnist.md) | Dataset | 13 | 2.3 |
| [UCI Machine Learning Repository](https://scholar4ai.com/datasets/uci-machine-learning-repository.md) | Dataset | 13 | 4.0 |
| [Kaggle](https://scholar4ai.com/datasets/kaggle.md) | Dataset | 10 | 3.4 |
| [TCGA](https://scholar4ai.com/datasets/tcga.md) | Dataset | 10 | 10.8 |
| [BraTS](https://scholar4ai.com/datasets/brats.md) | Dataset | 9 | 6.5 |
| [KEEL](https://scholar4ai.com/datasets/keel.md) | Dataset | 9 | 39.0 |
| [MIMIC](https://scholar4ai.com/datasets/mimic.md) | Dataset | 9 | 5.2 |
| [Chest X-ray (CheXpert, ChestX-ray14)](https://scholar4ai.com/datasets/chest-x-ray-chexpert-chestx-ray14.md) | Dataset | 8 | 16.3 |
| [CIFAR-10 / CIFAR-100](https://scholar4ai.com/datasets/cifar-10-cifar-100.md) | Dataset | 8 | 1.1 |
| [UK Biobank](https://scholar4ai.com/datasets/uk-biobank.md) | Dataset | 6 | 7.2 |
| [German Credit (UCI Statlog)](https://scholar4ai.com/datasets/german-credit-uci-statlog.md) | Dataset | 5 | 8.6 |

The whole network: https://scholar4ai.com/code/network.md

## Papers

*Papers mentioning ADNI in the last 30 days, newest first.*

| Date | Title | Journal | Authors | Affiliations |
|---|---|---|---|---|
| 2026-10-29 | [Explainable cross-attention fusion with convolutional vision transformers for multi-view Alzheimer’s disease staging](https://doi.org/10.1007/s10489-026-07444-2) | [Applied Intelligence](https://scholar4ai.com/journals/applied-intelligence.md) | Sergio Alejandro Holguín-García, Luis Miguel Cardona-Perez, Ernesto Guevara-Navarro et al. | Universidad de Caldas; Universidad Autonoma de Manizales; Universidad Icesi; … |
| 2026-10-27 | [Meta additive model: interpretable sparse learning with auto weighting](https://doi.org/10.1007/s10618-026-01274-z) | [Data Mining and Knowledge Discovery](https://scholar4ai.com/journals/data-mining-and-knowledge-discovery.md) | Xuelin Zhang, Xinyue Liu, Lingjuan Wu et al. | Huazhong Agricultural University; Dongfeng Motor (China) |
| 2026-10-19 | [DA-S2RL: Disease-aware shared-specific representation learning for heterogeneous image-EHR Alzheimer’s disease diagnosis](https://doi.org/10.1016/j.neunet.2026.109760) | [Neural Networks](https://scholar4ai.com/journals/neural-networks.md) | Wei Wang, Yu Shi, Juan Cheng et al. | Hefei University of Technology |
| 2026-10-09 | [Dynamic hazard models for multipath changepoint problems: theory, inference, and application to cognitive decline](https://doi.org/10.1007/s42081-026-00377-7) | [Japanese Journal of Statistics and Data Science](https://scholar4ai.com/journals/japanese-journal-of-statistics-and-data-science.md) | Masoud Majidizadeh | Shahid Beheshti University |
| 2026-10-07 | [Causal discovery from nonstationary subsample time series](https://doi.org/10.1016/j.neunet.2026.109731) | [Neural Networks](https://scholar4ai.com/journals/neural-networks.md) | Wei Chen, Qian Huang, Fuhong Wang et al. | Guangdong University of Technology; Shantou University |

## Cite this page

Scholar4AI. (2026). ADNI. Journal and Conference Research Rankings. Retrieved November 5, 2026, from https://scholar4ai.com/datasets/adni

```bibtex
@misc{scholar4ai-datasets-adni,
  author = {{Scholar4AI}},
  title = {ADNI},
  year = {2026},
  howpublished = {\url{https://scholar4ai.com/datasets/adni}},
  urldate = {2026-11-05},
  note = {Journal and Conference Research Rankings; data from OpenAlex (CC0); licensed CC BY-NC 4.0}
}
```

License: CC BY-NC 4.0 (https://creativecommons.org/licenses/by-nc/4.0/).