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Author Details

Tianming Liu
Department of Computer Science and Bioimaging Research Center, University of Georgia
2004
255
38
PMIDPaper TitleJournal TitlePublished Year
37546923Species -Shared and -Unique Gyral Peaks on Human and Macaque Brains.bioRxiv2024
37748037Beam mask and sliding window-facilitated deep learning-based accurate and efficient dose prediction for pencil beam scanning proton therapy.Med Phys2024
38055365MEET: A Multi-Band EEG Transformer for Brain States Decoding.IEEE Trans Biomed Eng2024
35332916Modeling functional difference between gyri and sulci within intrinsic connectivity networks.Cereb Cortex2023
37669583Functional brain network identification and fMRI augmentation using a VAE-GAN framework.Comput Biol Med2023
37562718Arousal modulates the amygdala-insula reciprocal connectivity during naturalistic emotional movie watching.Neuroimage2023
37482031A generic framework for embedding human brain function with temporally correlated autoencoder.Med Image Anal2023
37516208A deep learning method for autism spectrum disorder identification based on interactions of hierarchical brain networks.Behav Brain Res2023
37619794Genetic Influence on Gyral Peaks.Neuroimage2023
37506706Suppressing image blurring of PROPELLER MRI via untrained method.Phys Med Biol2023
37288479An integrated finite element method and machine learning algorithm for brain morphology prediction.Cereb Cortex2023
37314905Learning to Summarize Chinese Radiology Findings With a Pre-Trained Encoder.IEEE Trans Biomed Eng2023
37280749Cerebral cortical regions always connect with each other via the shortest paths.Cereb Cortex2023
37434368Temporal fingerprints of cortical gyrification in marmosets and humans.Cereb Cortex2023
37069271BigNeuron: a resource to benchmark and predict performance of algorithms for automated tracing of neurons in light microscopy datasets.Nat Methods2023
37033455Core-Periphery Principle Guided Redesign of Self-Attention in Transformers.ArXiv2023
37473638Differentiating brain states via multi-clip random fragment strategy-based interactive bidirectional recurrent neural network.Neural Netw2023
37396612Beam mask and sliding window-facilitated deep learning-based accurate and efficient dose prediction for pencil beam scanning proton therapy.ArXiv2023
36446159Characterizing functional brain networks via Spatio-Temporal Attention 4D Convolutional Neural Networks (STA-4DCNNs).Neural Netw2023
36646465Gyral peaks and patterns in human brains.Cereb Cortex2023
36487182Cortex2vector: anatomical embedding of cortical folding patterns.Cereb Cortex2023
36370512An explainable deep learning framework for characterizing and interpreting human brain states.Med Image Anal2023
34357861Evolutional Neural Architecture Search for Optimization of Spatiotemporal Brain Network Decomposition.IEEE Trans Biomed Eng2022
35792364Learning brain representation using recurrent Wasserstein generative adversarial net.Comput Methods Programs Biomed2022
35820062Exploratory study of seed spots analysis to characterize dose and linear-energy-transfer effect in adverse event initialization of pencil-beam-scanning proton therapy.Med Phys2022
35749981Modeling spatio-temporal patterns of holistic functional brain networks via multi-head guided attention graph neural networks (Multi-Head GAGNNs).Med Image Anal2022
35713202Gyral peaks: Novel gyral landmarks in developing macaque brains.Hum Brain Mapp2022
36563062Longitudinal Infant Functional Connectivity Prediction via Conditional Intensive Triplet Network.Med Image Comput Comput Assist Interv2022
36248685A hybrid learning framework for fine-grained interpretation of brain spatiotemporal patterns during naturalistic functional magnetic resonance imaging.Front Hum Neurosci2022
36097765Survey on natural language processing in medical image analysis.Zhong Nan Da Xue Xue Bao Yi Xue Ban2022
36095905Auto-DenseUNet: Searchable neural network architecture for mass segmentation in 3D automated breast ultrasound.Med Image Anal2022
36055050Gumbel-Softmax based Neural Architecture Search for Hierarchical Brain Networks Decomposition.Med Image Anal2022
35316609Deep Learning and Medical Image Analysis for COVID-19 Diagnosis and Prediction.Annu Rev Biomed Eng2022
35072300Control energy assessment of spatial interactions among macro-scale brain networks.Hum Brain Mapp2022
34979433NAS-optimized topology-preserving transfer learning for differentiating cortical folding patterns.Med Image Anal2022
35085074Follow My Eye: Using Gaze to Supervise Computer-Aided Diagnosis.IEEE Trans Med Imaging2022
35104642COVIDSum: A linguistically enriched SciBERT-based summarization model for COVID-19 scientific papers.J Biomed Inform2022
32700255Gyral-sulcal contrast in intrinsic functional brain networks across task performances.Brain Imaging Behav2021
33600327Eliminating Indefiniteness of Clinical Spectrum for Better Screening COVID-19.IEEE J Biomed Health Inform2021
33588118Differentiable neural architecture search for optimal spatial/temporal brain function network decomposition.Med Image Anal2021
34377991Mechanism Exploration of 3-Hinge Gyral Formation and Pattern Recognition.Cereb Cortex Commun2021
34004495Deep Fusion of Brain Structure-Function in Mild Cognitive Impairment.Med Image Anal2021
34310941Geometrical nonlinear elasticity of axon under tension: A coarse-grained computational study.Biophys J2021
34229310Modeling and augmenting of fMRI data using deep recurrent variational auto-encoder.J Neural Eng2021
33394389Correction to: Gyral-sulcal contrast in intrinsic functional brain networks across task performances.Brain Imaging Behav2021
33152757Marmoset Brain ISH Data Revealed Molecular Difference Between Cortical Folding Patterns.Cereb Cortex2021
30680611The effects of lutein and zeaxanthin on resting state functional connectivity in older Caucasian adults: a randomized controlled trial.Brain Imaging Behav2020
337484204D Modeling of fMRI Data via Spatio-Temporal Convolutional Neural Networks (ST-CNN).IEEE Trans Cogn Dev Syst2020
31647417Modeling Hierarchical Brain Networks via Volumetric Sparse Deep Belief Network.IEEE Trans Biomed Eng2020
32056450Hierarchical Organization of Functional Brain Networks Revealed by Hybrid Spatiotemporal Deep Learning.Brain Connect2020
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Collaborators

Xiang Li
Massachusetts General Hospital and Harvard Medical School
Co-authored papers 35
Shijie Zhao
Northwestern Polytechnical University
Co-authored papers 24
Yu Zhao
Siemens Healthineers
Co-authored papers 24
Dinggang Shen
ShanghaiTech University.
Co-authored papers 20
Stephen T C Wong
Houston Methodist Research Institute
Co-authored papers 16
Wei Zhang
The Third Hospital of Hebei Medical University
Co-authored papers 15
Heng Huang
University of Pittsburgh
Co-authored papers 13
Milad Makkie
Shaanxi Normal University
Co-authored papers 9
Hanchuan Peng
Institute for Brain and Intelligence, Southeast University
Co-authored papers 6
Jieping Ye
University of Michigan ann arbor
Co-authored papers 4
Brian J O'Neil
Wayne State University, Detroit Receiving Hospital
Co-authored papers 3
Robert L Foote
Mayo Clinic
Co-authored papers 1
Athanasios V Vasilakos
Center for AI Research (CAIR), University of Agder (UiA)
Co-authored papers 1
Jingwen Yan
Indiana University Purdue University Indianapolis (IUPUI)
Co-authored papers 1
Christos Davatzikos
University of Pennsylvania
Co-authored papers 1
Quanzheng Li
Massachusetts General Hospital
Co-authored papers 1
Michael Hawrylycz
Allen Institute for Brain Science
Co-authored papers 1
Gregory S X E Jefferis
University of Cambridge
Co-authored papers 1
Eduardo Conde-Sousa
Co-authored papers 1
Christof Koch
Co-authored papers 1
Ed S Lein
Allen Institute for Brain Science
Co-authored papers 1
Mo Zhang
Center for Data Science, Peking University
Co-authored papers 1
Fred R Beyette
University of Cincinnati
Co-authored papers 1
Lei Qu
Institute for Brain and Intelligence, Southeast University
Co-authored papers 1
Todd P Coleman
University of California San Diego
Co-authored papers 1
Giorgio A Ascoli
George Mason University
Co-authored papers 1
Shannon L Risacher
Indiana University School of Medicine
Co-authored papers 1
Eliot L Siegel
University of Maryland Medical Intelligent Imaging (UM2ii) Center
Co-authored papers 1
Release 1.2