Tianming Liu

NeuroscienceMedicine

Pilot corpus only

This score is computed over theSindex pilot corpus and does not cover the full scientific literature. Scores are relative to papers we have ingested — papers, authors, and institutions outside the pilot are not represented. Methodology.

Top 3%percentile

1.3Author DataRank

Indexed papers

3in pilot corpus

datarank_citation_only_1hop_v6· scope data_onlyMethodology

Why this DataRank?

An author's DataRank is the sum of the DataRanks of all 3 indexed papers attributed to them. A prolific author with many moderate-impact papers can outrank one with a single high-impact paper.

Author scores recompute whenever paper DataRanks are refreshed, so this number lags the underlying paper scores by at most one batch run.

Read the full methodology →

The highest-impact dataset this researcher has shared, ranked by DataRank — the single contribution doing the most to lift their data-sharing standing.

BigNeuron: a resource to benchmark and predict performance of algorithms for automated tracing of neurons in light microscopy datasets

Nature Methods(2023)10.1038/s41592-023-01848-5

Top 21%

0.988DataRank

Top 21%55 citations

Zhi Zhou, Hanbo Chen, Arvind Ramanathan, Xiaoxiao Liu, Yufeng Liu +60 more

Papers

Driven by 62 papers — median percentile 43. Top paper: “TrustLLM: Trustworthiness in Large Language Models”.

TrustLLM: Trustworthiness in Large Language Models

arXiv (Cornell University)(2024)10.48550/arxiv.2401.05561

N/A

3.5DataRank · unranked

53 citations

Y. Huang, Haoran Wang, Siyuan Wu, Qihui Zhang, Chujie Gao +65 more

BigNeuron: a resource to benchmark and predict performance of algorithms for automated tracing of neurons in light microscopy datasets

Nature Methods(2023)10.1038/s41592-023-01848-5

Top 21%

0.988DataRank

Top 21%55 citations

Zhi Zhou, Hanbo Chen, Arvind Ramanathan, Xiaoxiao Liu, Yufeng Liu +60 more

MA-SAM: Modality-agnostic SAM adaptation for 3D medical image segmentation

Medical Image Analysis(2024)10.1016/j.media.2024.103310

N/A

0.789DataRank · unranked

192 citations

Juzheng Miao, Dufan Wu, Aoxiao Zhong, Zhiling Yan, Sekeun Kim +8 more

BigNeuron : A resource to benchmark and predict best-performing algorithms for automated reconstruction of neuronal morphology

bioRxiv (Cold Spring Harbor Laboratory)(2022)10.1101/2022.05.10.491406

Top 57%

0.279DataRank

Top 57%4 citations

Zhi Zhou, Hanbo Chen, Arvind Ramanathan, Xiaoxiao Liu, Yufeng Liu +60 more

Cortical 3-hinges could serve as hubs in cortico-cortical connective network

Brain Imaging and Behavior(2020)10.1007/s11682-019-00204-6

N/A

0DataRank · unranked

38 citations

Xiao Li, Xi Jiang, Fangfei Ge, Shu Zhang, Lin Zhao +8 more

Deep Variational Autoencoder for Mapping Functional Brain Networks

IEEE Transactions on Cognitive and Developmental Systems(2020)10.1109/tcds.2020.3025137

N/A

0DataRank · unranked

38 citations

Qinglin Dong, Fangfei Ge, Hongtao Liang, Bao Ge, Shu Zhang +4 more

DICCCOL: Dense Individualized and Common Connectivity-Based Cortical Landmarks

UNC Libraries(2020)10.17615/xyd1-a961

N/A

0DataRank · unranked

3 citations

Lei Guo, Leonard S. Miller, Degang Zhang, Lingjiang Li, Carlos Faraco +18 more

Predictive models of resting state networks for assessment of altered functional connectivity in mild cognitive impairment

UNC Libraries(2020)10.17615/gt47-9078

N/A

0DataRank · unranked

1 citations

Dajiang Zhu, Dinggang Shen, Lihong Wang, Kaiming Li, Tuo Zhang +3 more

Characterization of U-shape streamline fibers: Methods and applications

UNC Libraries(2020)10.17615/3wnp-qv34

N/A

0DataRank · unranked

1 citations

Tuo Zhang, Tianming Liu, Shu Zhang, Hanbo Chen, Longchuan Li +4 more

Fine-Granularity Functional Interaction Signatures for Characterization of Brain Conditions

UNC Libraries(2020)10.17615/t8m3-8e88

N/A

0DataRank · unranked

0 citations

Xintao Hu, Lei Guo, Kaiming Li, Dajiang Zhu, Junwei Han +4 more

Anatomy-Guided Dense Individualized and Common Connectivity-Based Cortical Landmarks (A-DICCCOL)

UNC Libraries(2020)10.17615/64nx-7579

Top 100%

0DataRank

Top 100%0 citations

Kaiming Li, Dajiang Zhu, Tianming Liu, Xintao Hu, Dinggang Shen +6 more

Simultaneous spatial-temporal decomposition for connectome-scale brain networks by deep sparse recurrent auto-encoder

Brain Imaging and Behavior(2021)10.1007/s11682-021-00469-w

N/A

0DataRank · unranked

16 citations

Qinglin Dong, Fangfei Ge, Ning Qiang, Xia Wu, Tianming Liu +1 more

Connectome-scale assessments of structural and functional connectivity in MCI: Structural and Functional Connectivity in MCI

UNC Libraries(2021)10.17615/qxdm-qb76

N/A

0DataRank · unranked

0 citations

Douglas P. Terry, Kaiming Li, Dinggang Shen, Tianming Liu, Dajiang Zhu +3 more

Cortex2vector: anatomical embedding of cortical folding patterns

Cerebral Cortex(2022)10.1093/cercor/bhac465

N/A

0DataRank · unranked

12 citations

Lin Zhao, David Liu, Zihao Wu, Xianqiao Wang, Tianming Liu +2 more

Artificial general intelligence for radiation oncology

Meta-Radiology(2023)10.1016/j.metrad.2023.100045

N/A

0DataRank · unranked

29 citations

Zhengliang Liu, Jason Holmes, Lu Zhang, Lian Zhang, Yuzhen Ding +12 more

An integrated finite element method and machine learning algorithm for brain morphology prediction

Cerebral Cortex(2023)10.1093/cercor/bhad208

N/A

0DataRank · unranked

11 citations

Liangjun Chen, Xiaowei Yu, Jixin Hou, Nicholas Filla, Dajiang Zhu +5 more

Accuracy meets simplicity: A constitutive model for heterogenous brain tissue

Journal of the mechanical behavior of biomedical materials/Journal of mechanical behavior of biomedical materials(2023)10.1016/j.jmbbm.2023.106271

N/A

0DataRank · unranked

7 citations

Jixin Hou, Tianming Liu, Silvia Budday, Xianqiao Wang, Nicholas Filla

Disease2Vec: Encoding Alzheimer’s progression via disease embedding tree

Pharmacological Research(2023)10.1016/j.phrs.2023.107038

N/A

0DataRank · unranked

9 citations

Li Wang, Tianming Liu, Dajiang Zhu, Lu Zhang

Gyral peaks and patterns in human brains

Cerebral Cortex(2023)10.1093/cercor/bhac537

N/A

0DataRank · unranked

10 citations

Tuo Zhang, Zhibin He, Xiao Li, Lu Zhang, Dajiang Zhu +5 more

Temporal fingerprints of cortical gyrification in marmosets and humans

Cerebral Cortex(2023)10.1093/cercor/bhad245

N/A

0DataRank · unranked

6 citations

Shijie Zhao, Tianming Liu, Junwei Han, Cirong Liu, Qiyu Wang

Species -shared and -unique gyral peaks on human and macaque brains

eLife(2023)10.7554/elife.90182

N/A

0DataRank · unranked

3 citations

Tuo Zhang, Guannan Cao, Jingchao Zhou, Zhibin He, Xiao Li +7 more

AD-AutoGPT: An Autonomous GPT for Alzheimer's Disease Infodemiology

arXiv (Cornell University)(2023)10.48550/arxiv.2306.10095

N/A

0DataRank · unranked

15 citations

Yiwei Li, Zhengliang Liu, Lin Zhao, Zihao Wu, Suhang Song +12 more

Supervised Deep Tree in Alzheimer’s Disease

PubMed(2023)10.1109/isbi53787.2023.10230742

N/A

0DataRank · unranked

9 citations

Lu Zhang, Yanjun Lyu, Tianming Liu, Dajiang Zhu, Xiaowei Yu

Core-Periphery Principle Guided Redesign of Self-Attention in Transformers

PubMed(2023)10.48550/arxiv.2303.15569

N/A

0DataRank · unranked

7 citations

Lu Zhang, Haixing Dai, Yanjun Lyu, Lin Zhao, Zihao Wu +4 more

Representative Functional Connectivity Learning for Multiple Clinical Groups in Alzheimer's Disease

PubMed(2023)10.1109/isbi53787.2023.10230521

N/A

0DataRank · unranked

3 citations

Xiaowei Yu, Yanjun Lyu, Tianming Liu, Dajiang Zhu, Lu Zhang

Species -Shared and -Unique Gyral Peaks on Human and Macaque Brains

bioRxiv (Cold Spring Harbor Laboratory)(2023)10.1101/2023.07.26.550760

N/A

0DataRank · unranked

2 citations

Tuo Zhang, Guannan Cao, Jingchao Zhou, Zhibin He, Xiao Li +7 more

Weakly Supervised Cerebellar Cortical Surface Parcellation with Self-Visual Representation Learning

Lecture notes in computer science(2023)10.1007/978-3-031-43993-3_42

N/A

0DataRank · unranked

1 citations

Jiale Cheng, Fenqiang Zhao, Ya Wang, Yue Sun, Dajiang Zhu +6 more

Identification of Causal Relationship between Amyloid-beta Accumulation and Alzheimer's Disease Progression via Counterfactual Inference

arXiv (Cornell University)(2023)10.48550/arxiv.2307.01389

N/A

0DataRank · unranked

0 citations

Mengxuan Hu, Qing Li, Lu Zhang, Lin Zhao, Dajiang Zhu +10 more

Species -Shared and -Unique Gyral Peaks on Human and Macaque Brains

(2023)10.7554/elife.90182.1

N/A

0DataRank · unranked

0 citations

Tuo Zhang, Guannan Cao, Jingchao Zhou, Zhibin He, Xiao Li +6 more

Reviewer #1 (Public Review): Species -Shared and -Unique Gyral Peaks on Human and Macaque Brains

(2023)10.7554/elife.90182.1.sa1

N/A

0DataRank · unranked

0 citations

Tuo Zhang, Guannan Cao, Jingchao Zhou, Zhibin He, Xiao Li +6 more

A generalist vision–language foundation model for diverse biomedical tasks

Nature Medicine(2024)10.1038/s41591-024-03185-2

N/A

0DataRank · unranked

217 citations

Rong Zhou, Eashan Adhikarla, Zhiling Yan, Yixin Liu, Jun Yu +18 more

Understanding LLMs: A comprehensive overview from training to inference

Neurocomputing(2024)10.1016/j.neucom.2024.129190

N/A

0DataRank · unranked

52 citations

Hao He, Tianle Han, Xu Zhang, Mengyuan Liu, Jiaming Tian +16 more

Exploring Alzheimer's disease: a comprehensive brain connectome-based survey

Psychoradiology(2024)10.1093/psyrad/kkad033

N/A

0DataRank · unranked

22 citations

Junqi Qu, Haotian Ma, Tong Chen, Tianming Liu, Dajiang Zhu +1 more

Spatial-temporal convolutional attention for discovering and characterizing functional brain networks in task fMRI

NeuroImage(2024)10.1016/j.neuroimage.2024.120519

N/A

0DataRank · unranked

6 citations

Enjie Ge, Zili Kang, Ning Qiang, Tianming Liu, Bao Ge +1 more

Learning lifespan brain anatomical correspondence via cortical developmental continuity transfer

Medical Image Analysis(2024)10.1016/j.media.2024.103328

N/A

0DataRank · unranked

6 citations

Zhengwang Wu, Xiaowei Yu, Yanjun Lyu, Zihao Wu, Haixing Dai +7 more

Mild Cognitive Impairment Classification Using A Novel Finer-Scale Brain Connectome

PubMed(2024)10.1109/isbi56570.2024.10635558

N/A

0DataRank · unranked

7 citations

Lu Zhang, Xiaowei Yu, Chao Cao, Tianming Liu, Dajiang Zhu +1 more

Enhancing Group-Wise Consistency in 3-Hinge Gyrus Matching Via Anatomical Embedding and Structural Connectivity Optimization

PubMed(2024)10.1109/isbi56570.2024.10635893

N/A

0DataRank · unranked

3 citations

Xiaowei Yu, Lu Zhang, Tong Chen, Yanjun Lyu, Tianming Liu +2 more

Beyond Adapter Retrieval: Latent Geometry-Preserving Composition via Sparse Task Projection

arXiv (Cornell University)(2024)10.48550/arxiv.2410.09908

N/A

0DataRank · unranked

1 citations

Peng Shu, Sifan Song, Sekeun Kim, Qing Xiao, Cheng Chen +4 more

Author Response: Species -Shared and -Unique Gyral Peaks on Human and Macaque Brains

(2024)10.7554/elife.90182.2.sa2

N/A

0DataRank · unranked

0 citations

Tuo Zhang, Guannan Cao, Jingchao Zhou, Zhibin He, Xiao Li +7 more

Gyral net: A new representation of cortical folding organization

UNC Libraries(2024)10.17615/rjwx-5326

N/A

0DataRank · unranked

0 citations

Gang Li, Dinggang Shen, Tianming Liu, Yujie Li, Fangfei Ge +1 more

Role of Data-driven Regional Growth Model in Shaping Brain Folding Patterns

arXiv (Cornell University)(2024)10.48550/arxiv.2408.17334

N/A

0DataRank · unranked

0 citations

Zhengwang Wu, Xianyan Chen, Wang, Li, Dajiang Zhu, Tianming Liu +3 more

Knowledge distillation and dataset distillation of large language models: emerging trends, challenges, and future directions

Artificial Intelligence Review(2025)10.1007/s10462-025-11423-3

N/A

0DataRank · unranked

23 citations

Xiaowei Yu, Jiazhang Cai, Yongkai Chen, Shushan Wu, Zhengliang Liu +19 more

MediViSTA: Medical Video Segmentation Via Temporal Fusion SAM Adaptation for Echocardiography

IEEE Journal of Biomedical and Health Informatics(2025)10.1109/jbhi.2025.3540306

N/A

0DataRank · unranked

11 citations

Pengfei Jin, Cheng Chen, Kyungsang Kim, Zhiliang Lyu, Hui Ren +7 more

Leveraging artificial intelligence for efficient microbial production

Bioresource Technology(2025)10.1016/j.biortech.2025.133286

N/A

0DataRank · unranked

7 citations

Jianli Zhang, Qi Gan, Wei Ruan, Tianming Liu, Yajun Yan +1 more

Mechanical characterization of brain tissue: experimental techniques, human testing considerations, and perspectives

Acta Biomaterialia(2025)10.1016/j.actbio.2025.07.046

N/A

0DataRank · unranked

5 citations

Kun Jiang, Arunachalam Ramanathan, Abhishek Saji Kumar, Wei Zhang, Lin Zhao +10 more

AD-AutoGPT: An autonomous GPT for Alzheimer’s disease infodemiology

PLOS Global Public Health(2025)10.1371/journal.pgph.0004383

N/A

0DataRank · unranked

4 citations

Yiwei Li, Zhengliang Liu, Lin Zhao, Zihao Wu, Suhang Song +13 more

Role of data-driven regional growth model in shaping brain folding patterns

Soft Matter(2025)10.1039/d4sm01194e

N/A

0DataRank · unranked

4 citations

Zhengwang Wu, Xianyan Chen, Li Wang, Dajiang Zhu, Tianming Liu +3 more

Exploring hyperelastic material model discovery for human brain cortex: Multivariate analysis vs. artificial neural network approaches

Journal of the mechanical behavior of biomedical materials/Journal of mechanical behavior of biomedical materials(2025)10.1016/j.jmbbm.2025.106934

N/A

0DataRank · unranked

3 citations

Nicholas Filla, Xianyan Chen, Mir Jalil Razavi, Dajiang Zhu, Tianming Liu +2 more

SPOT: An Active Learning Algorithm for Efficient Deep Neural Network Training

Big Data Mining and Analytics(2025)10.26599/bdma.2025.9020011

N/A

0DataRank · unranked

2 citations

Cheng Meng, Lin Zhao, Tao Wang, Tianming Liu, Wenxuan Zhong +2 more

Incomplete Multi-Modal Disentanglement Learning With Application to Alzheimer’s Disease Diagnosis

IEEE Transactions on Medical Imaging(2025)10.1109/tmi.2025.3604361

N/A

0DataRank · unranked

2 citations

Dan Hu, Fenqiang Zhao, Tianming Liu, Feng Yang, Gang Li +1 more

Brain-Adapter: Enhancing Neurological Disorder Analysis with Adapter-Tuning Multimodal Large Language Models

PubMed(2025)10.1109/isbi60581.2025.10980770

N/A

0DataRank · unranked

8 citations

Xiaowei Yu, Yanjun Lyu, Lu Zhang, Tong Chen, Chao Cao +5 more

Classiffication of Mild Cognitive Impairment Based on Dynamic Functional Connectivity using Spatio-Temporal Transformer

PubMed(2025)10.1109/isbi60581.2025.10980922

N/A

0DataRank · unranked

8 citations

Yanjun Lyu, Xiaowei Yu, Lu Zhang, Chao Cao, Tong Chen +5 more

Using Structural Similarity and Kolmogorov-Arnold Networks for Anatomical Embedding of Cortical Folding Patterns

PubMed(2025)10.1109/isbi60581.2025.10981274

N/A

0DataRank · unranked

5 citations

Chao Cao, Tong Chen, Yan Zhuang, Jing Zhang, Yanjun Lyu +5 more

Ca-vqvae: Cortical Folding Aware Numerical Representation of White-Matter Structure

(2025)10.1109/isbi60581.2025.10981181

N/A

0DataRank · unranked

1 citations

Jing Zhang, Lu Zhang, Tong Chen, Xiao‐Wei Yu, Minheng Chen +5 more

Brain-Adapter: Enhancing Neurological Disorder Analysis with Adapter-Tuning Multimodal Large Language Models

arXiv (Cornell University)(2025)10.48550/arxiv.2501.16282

N/A

0DataRank · unranked

0 citations

Xiao‐Wei Yu, Yanjun Lyu, Lu Zhang, Tong Chen, Chao Cao +5 more

Dual Multi-Atlas Representation Alignment for Brain Disorder Diagnosis Using Morphological Connectome

PubMed(2025)10.1109/isbi60581.2025.10981287

N/A

0DataRank · unranked

0 citations

Dan Hu, Jiale Cheng, Tianming Liu, Andrea Bozoki, Dajiang Zhu +2 more

An integrated finite element method and machine learning algorithm for brain morphology prediction

UNC Libraries(2025)10.17615/wyg0-0g57

N/A

0DataRank · unranked

0 citations

Nicholas Filla, Gang Li, Jixin Hou, Xiaowei Yu, Xianqiao Wang +5 more

DCMM-Transformer: Degree-Corrected Mixed-Membership Attention for Medical Imaging

arXiv (Cornell University)(2025)10.48550/arxiv.2511.12047

N/A

0DataRank · unranked

0 citations

Xiaowei Yu, Shushan Wu, Luyang Fang, Chao Cao, Jing Zhang +5 more

BrainNet-MoE: Brain-Inspired Mixture-of-Experts Learning for Neurological Disease Identification

(2025)10.1109/icdmw69685.2025.00241

N/A

0DataRank · unranked

0 citations

Xiaowei Yu, Tong Chen, Chao Cao, Minheng Chen, Yan Zhuang +6 more

Identifying Cross-individual Correspondences of 3-hinge Gyri

Medical Image Analysis(2020)10.1016/j.media.2020.101700

N/A

0DataRank · unranked

22 citations

Ying Huang, Lin Zhao, Zhibin He, Xi Jiang, Lei Guo +3 more

Gyral-sulcal contrast in intrinsic functional brain networks across task performances

Brain Imaging and Behavior(2020)10.1007/s11682-020-00347-x

N/A

0DataRank · unranked

9 citations

Tuo Zhang, Lei Guo, Tianming Liu, Xi Jiang, Lin Zhao

Modeling task-based fMRI data via deep belief network with neural architecture search

Computerized Medical Imaging and Graphics(2020)10.1016/j.compmedimag.2020.101747

N/A

0DataRank · unranked

41 citations

Qinglin Dong, Wei Zhang, Bao Ge, Fangfei Ge, Hongtao Liang +4 more

Tianming Liu

Indexed papers

Top data-sharing exemplar

Papers