---
title: "Medical and clinical datasets datasets"
description: "Datasets in the category “Medical and clinical datasets” were mentioned in 22 papers in the last 30 days (2026-09-27 to 2026-10-26), ranking #15 of the 58 data categories mentioned."
url: https://scholar4ai.com/datasets/medical-and-clinical-datasets
markdown_url: https://scholar4ai.com/datasets/medical-and-clinical-datasets.md
license: CC BY-NC 4.0 (https://creativecommons.org/licenses/by-nc/4.0/)
data_url: https://scholar4ai.com/data/rankings.json
updated: 2026-10-26T13:22:50+09:00
window: 2026-09-27 to 2026-10-26
source: OpenAlex (CC0)
---

# Medical and clinical datasets

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

- 0 papers in the last 7 days
- 8 of its 10 datasets mentioned

Back to the ranking: https://scholar4ai.com/rankings/datasets.md

## Key findings

- Datasets in the category “Medical and clinical datasets” were mentioned in 22 papers in the last 30 days (2026-09-27 to 2026-10-26), ranking #15 of the 58 data categories mentioned.
- The most-mentioned were MIMIC (7), PhysioNet / MIT-BIH (5), ADNI (3), BraTS (3) and TCGA (3).
- By journal category: AI (22).
- Most of them appeared in Pattern Recognition (4), Neural Computing and Applications (4) and Neural Networks (3).

## Datasets

*Datasets in this category · 2026-09-27 – 2026-10-26 (30 days)*

| Dataset | Papers | Last 7 days | Names searched for |
|---|---:|---:|---|
| MIMIC | 7 | 0 | MIMIC-III, MIMIC-IV, MIMIC-CXR, Medical Information Mart for Intensive Care, MIMIC |
| PhysioNet / MIT-BIH | 5 | 0 | PhysioNet, MIT-BIH |
| ADNI | 3 | 0 | Alzheimer's Disease Neuroimaging Initiative, ADNI |
| BraTS | 3 | 0 | BraTS |
| TCGA | 3 | 0 | The Cancer Genome Atlas, TCGA |
| ISIC skin lesion archive | 2 | 0 | ISIC 2018, ISIC 2019, ISIC 2020, ISIC archive, ISIC challenge |
| Chest X-ray (CheXpert, ChestX-ray14) | 1 | 0 | CheXpert, ChestX-ray14, ChestX-ray8, NIH Chest X-ray |
| UK Biobank | 1 | 0 | UK Biobank |
| LIDC-IDRI | 0 | 0 | LIDC-IDRI |
| SEER cancer registry | 0 | 0 | Surveillance, Epidemiology, and End Results, SEER database, SEER program |

## Papers

*Papers mentioning these datasets, newest first.*

| Date | Title | Journal | Authors | Affiliations | Datasets mentioned |
|---|---|---|---|---|---|
| 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 | ADNI |
| 2026-10-17 | [Language modeling on tabular data: a survey of foundations, techniques and evolution](https://doi.org/10.1007/s10462-026-11726-z) | [Artificial Intelligence Review](https://scholar4ai.com/journals/artificial-intelligence-review.md) | Yucheng Ruan, Xiang Lan, Jingying Ma et al. | National University of Singapore; Institute of Data Science | MIMIC, UK Biobank, PhysioNet / MIT-BIH |
| 2026-10-16 | [Evaluating LLMs for named entity recognition: a cost-benefit analysis in the legal domain](https://doi.org/10.1007/s10115-026-02886-z) | [Knowledge and Information Systems](https://scholar4ai.com/journals/knowledge-and-information-systems.md) | Shefali Singhal, Eoin O’Connell, Niall McCarroll et al. | University of Ulster; Ulster University, Derry-Londonderry Campus; Ulster Hospital | BraTS |
| 2026-10-15 | [A Cognitive, Quantum-Inspired Learning Framework for Energy-Efficient and Reliable Routing in Wireless Body Area Networks](https://doi.org/10.1007/s12559-026-10665-9) | [Cognitive Computation](https://scholar4ai.com/journals/cognitive-computation.md) | Soufiane Ben Othman, Naima Saeed | King Faisal University; University of Aden | MIMIC, PhysioNet / MIT-BIH |
| 2026-10-15 | [A data augmentation-based deep reinforcement learning approach for high-risk states avoidance in sepsis treatment](https://doi.org/10.1007/s10489-026-07393-w) | [Applied Intelligence](https://scholar4ai.com/journals/applied-intelligence.md) | Qiwei Zhang, Bin Lin, Yunlong Liu | Xiamen University; Taixing People's Hospital | MIMIC |
| 2026-10-11 | [HGMamSurv: a hypergraph mamba network for cancer survival prediction on whole slide images](https://doi.org/10.1016/j.patcog.2026.115144) | [Pattern Recognition](https://scholar4ai.com/journals/pattern-recognition.md) | Saisai Ding, Yihan Deng, Jiawei Sun et al. | Chinese Academy of Sciences; Suzhou Institute of Biomedical Engineering and Technology | TCGA |
| 2026-10-10 | [CheXPO-v2: Preference optimization for chest X-ray VLMs with knowledge graph consistency](https://doi.org/10.1016/j.patcog.2026.115099) | [Pattern Recognition](https://scholar4ai.com/journals/pattern-recognition.md) | Yuxuan An, Xiao Liang, Di Wang et al. | Xidian University; Capital Medical University | MIMIC |
| 2026-10-09 | [R3-Gen: Enhancing medical report generation with reasoning-reinforced fine-tuning](https://doi.org/10.1016/j.patcog.2026.115111) | [Pattern Recognition](https://scholar4ai.com/journals/pattern-recognition.md) | Ting Xiao, Yixing Qiu, Haofeng Yang et al. | East China University of Science and Technology; Key Laboratory of Smart Manufacturing in Energy Chemical Process, Ministry of Education | MIMIC |
| 2026-10-07 | [ASAF-MedRec: Auxiliary-supervised semantic alignment and fusion for medication recommendation](https://doi.org/10.1016/j.ipm.2026.105218) | [Information Processing & Management](https://scholar4ai.com/journals/information-processing-management.md) | Xuelei Yin, QIN Li, Yao Li et al. | Sichuan University | MIMIC |
| 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 | ADNI |
| 2026-10-06 | [A specificity-driven causal augmentation framework for robust and interpretable thyroid cancer recurrence modeling](https://doi.org/10.1016/j.ipm.2026.105224) | [Information Processing & Management](https://scholar4ai.com/journals/information-processing-management.md) | Yan Wu, Yanyan Liu, Zhaoyuan Zhang et al. | Yili Normal University; Xinjiang Institute of Engineering | TCGA |
| 2026-10-06 | [Targeted frequency modulation for robust neonatal respiratory distress classification](https://doi.org/10.1016/j.patcog.2026.115008) | [Pattern Recognition](https://scholar4ai.com/journals/pattern-recognition.md) | Yeon-Ju Kim, Sunkyoung You, Seoyeon Oh et al. | Hanbat National University; Konyang University; Chungnam National University; … | Chest X-ray (CheXpert, ChestX-ray14) |
| 2026-10-05 | [Cloud-edge efficient image segmentation via lightweight multiscale attention learning](https://doi.org/10.1186/s40537-026-01577-4) | [Journal Of Big Data](https://scholar4ai.com/journals/journal-of-big-data.md) | Yujie Li, Huihui Zhang, Guoxu Liu et al. | Weifang University; Wonkwang University | ISIC skin lesion archive |
| 2026-10-03 | [Uncertainty quantification for trustworthy deep learning: Methods and measures](https://doi.org/10.1016/j.neunet.2026.109699) | [Neural Networks](https://scholar4ai.com/journals/neural-networks.md) | H. Martin Gillis, Thomas P. Trappenberg | Dalhousie University | BraTS |
| 2026-10-01 | [A metaheuristically optimized transfer learning framework with super-resolution G. A. N. for multi-class Alzheimer’s disease classification from M. R. I. images](https://doi.org/10.1007/s00521-026-12558-2) | [Neural Computing and Applications](https://scholar4ai.com/journals/neural-computing-and-applications.md) | S. Mahalakshmi, K. Ramalakshmi, K. Valarmathi |  | ADNI |
| 2026-10-01 | [BioDiff: Spectrally Consistent Diffusion Modeling for High-Fidelity Physiological Signal Generation](https://doi.org/10.1016/j.eswa.2026.134824) | [Expert Systems with Applications](https://scholar4ai.com/journals/expert-systems-with-applications.md) | Hengyu Dai, Hongwei Ding, Yanxin Zhang et al. | Northeastern University; Westlake University | PhysioNet / MIT-BIH |
| 2026-10-01 | [SYNAPSE-X: a calibration-aware vision transformer framework for selective referral in multi-class brain tumor MRI classification](https://doi.org/10.1007/s00521-026-12608-9) | [Neural Computing and Applications](https://scholar4ai.com/journals/neural-computing-and-applications.md) | Sadaf Tabatabaee, Mohammad T. Khasawneh | Binghamton University | BraTS |
| 2026-10-01 | [Employing novel DeepBiLSTM framework on NVIDIA Jetson Nano edge platform for sleep apnea detection](https://doi.org/10.1007/s00521-026-12604-z) | [Neural Computing and Applications](https://scholar4ai.com/journals/neural-computing-and-applications.md) | Mohebbanaaz, Srilaxmi Dasari, Pasuluri Binduswetha |  | PhysioNet / MIT-BIH |
| 2026-10-01 | [Patient-independent EEG seizure detection using channel attention and dual-branch time–frequency features](https://doi.org/10.1007/s00521-026-12518-w) | [Neural Computing and Applications](https://scholar4ai.com/journals/neural-computing-and-applications.md) | Hrishikesh Tiwary, Arnav Bhavsar, H Muralikrishna | Indian Institute of Technology Mandi; Manipal Academy of Higher Education | PhysioNet / MIT-BIH |
| 2026-10-01 | [Learning causal structures from LLM-AHP comparisons for interpretable forecasting](https://doi.org/10.1016/j.knosys.2026.117161) | [Knowledge-Based Systems](https://scholar4ai.com/journals/knowledge-based-systems.md) | Lan Yang, Xingchen Hu, Witold Pedrycz et al. | Xidian University; National University of Defense Technology; University of Alberta; … | MIMIC |
| 2026-10-01 | [ANNE: adaptive neuron network expansion for 2D medical image segmentation](https://doi.org/10.1007/s10489-026-07503-8) | [Applied Intelligence](https://scholar4ai.com/journals/applied-intelligence.md) | Abel A. Reyes, Sidike Paheding | Michigan Technological University; Fairfield University | ISIC skin lesion archive |
| 2026-09-28 | [scDEAN: a lightweight adaptive fusion model for clustering scRNA-seq data](https://doi.org/10.1007/s10489-026-07502-9) | [Applied Intelligence](https://scholar4ai.com/journals/applied-intelligence.md) | Subhashis Chatterjee, Rohit Bose | Indian Institute of Technology Dhanbad | TCGA |

## Cite this page

Scholar4AI. (2026). Medical and clinical datasets. Journal Research Rankings. Retrieved October 26, 2026, from https://scholar4ai.com/datasets/medical-and-clinical-datasets

```bibtex
@misc{scholar4ai-datasets-medical-and-clinical-datasets,
  author = {{Scholar4AI}},
  title = {Medical and clinical datasets},
  year = {2026},
  howpublished = {\url{https://scholar4ai.com/datasets/medical-and-clinical-datasets}},
  urldate = {2026-10-26},
  note = {Journal 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/).