Research Papers

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Clinically-Inspired Multi-Agent Transformers for Disease Trajectory Forecasting From Multimodal Data.
Nguyen HH; Blaschko MB; Saarakkala S; Tiulpin A.
IEEE Trans Med Imaging (Unknown)
Published: 2024
3/6 Transparent
Code Funding Declared
Ideal Observer Computation by Use of Markov-Chain Monte Carlo With Generative Adversarial Networks.
Zhou W; Villa U; Anastasio MA.
IEEE Trans Med Imaging (Unknown)
Published: 2023
3/6 Transparent
Code Funding Declared
MisMatch: Calibrated Segmentation via Consistency on Differential Morphological Feature Perturbations With Limited Labe…
Xu MC; Zhou Y; Jin C; De Groot M; Alexander DC; Oxtoby NP; Jacob J.
IEEE Trans Med Imaging (Unknown)
Published: 2023
2/6 Transparent
Funding Declared
Characterization and Assessment of Projection Probability Density Function and Enhanced Sampling in Self-Collimation SP…
Zhang D; Lyu Z; Liu Y; He ZX; Yao R; Ma T.
IEEE Trans Med Imaging (Unknown)
Published: 2023
2/6 Transparent
Funding Declared
Localization Free Super-Resolution Microbubble Velocimetry Using a Long Short-Term Memory Neural Network.
Chen X; Lowerison MR; Dong Z; Chandra Sekaran NV; Llano DA; Song P.
IEEE Trans Med Imaging (Unknown)
Published: 2023
3/6 Transparent
Code Funding Declared
Assessing the Ability of Generative Adversarial Networks to Learn Canonical Medical Image Statistics.
Kelkar VA; Gotsis DS; Brooks FJ; Kc P; Myers KJ; Zeng R; Anastasio MA.
IEEE Trans Med Imaging (Unknown)
Published: 2023
2/6 Transparent
Funding Declared
ICAM-Reg: Interpretable Classification and Regression With Feature Attribution for Mapping Neurological Phenotypes in I…
Bass C; Silva MD; Sudre C; Williams LZJ; Sousa HS; Tudosiu PD; Alfaro-Almagro F; Fitzgibbon SP; Glasser MF; Smith SM; Robinson EC.
IEEE Trans Med Imaging (Unknown)
Published: 2023
3/6 Transparent
Code Funding Declared
Meta-Learning Initializations for Interactive Medical Image Registration.
Baum ZMC; Hu Y; Barratt DC.
IEEE Trans Med Imaging (Unknown)
Published: 2023
2/6 Transparent
Funding Declared
High-Resolution 3D Magnetic Resonance Fingerprinting With a Graph Convolutional Network.
Cheng F; Liu Y; Chen Y; Yap PT.
IEEE Trans Med Imaging (Unknown)
Published: 2023
2/6 Transparent
Funding Declared
Patient-Adaptive Population-Based Modeling of Arterial Input Functions.
Xiu Z; Muzi M; Huang J; Wolsztynski E.
IEEE Trans Med Imaging (Unknown)
Published: 2022
3/6 Transparent
Funding Declared
Label Cleaning Multiple Instance Learning: Refining Coarse Annotations on Single Whole-Slide Images.
Wang Z; Saoud C; Wangsiricharoen S; James AW; Popel AS; Sulam J.
IEEE Trans Med Imaging (Unknown)
Published: 2022
2/6 Transparent
Funding Declared
MSDESIS: Multitask Stereo Disparity Estimation and Surgical Instrument Segmentation.
Psychogyios D; Mazomenos E; Vasconcelos F; Stoyanov D.
IEEE Trans Med Imaging (Unknown)
Published: 2022
3/6 Transparent
Code Funding Declared
A Graph-Transformer for Whole Slide Image Classification.
Zheng Y; Gindra RH; Green EJ; Burks EJ; Betke M; Beane JE; Kolachalama VB.
IEEE Trans Med Imaging (Unknown)
Published: 2022
3/6 Transparent
Code Funding Declared
Curvelet Transform-Based Sparsity Promoting Algorithm for Fast Ultrasound Localization Microscopy.
You Q; Trzasko JD; Lowerison MR; Chen X; Dong Z; ChandraSekaran NV; Llano DA; Chen S; Song P.
IEEE Trans Med Imaging (Unknown)
Published: 2022
3/6 Transparent
Funding Declared
Radiomic Deformation and Textural Heterogeneity (R-DepTH) Descriptor to Characterize Tumor Field Effect: Application to…
Ismail M; Prasanna P; Bera K; Statsevych V; Hill V; Singh G; Partovi S; Beig N; McGarry S; Laviolette P; Ahluwalia M; Madabhushi A; Tiwari P.
IEEE Trans Med Imaging (Unknown)
Published: 2022
2/6 Transparent
Funding Declared
Deep-fUS: A Deep Learning Platform for Functional Ultrasound Imaging of the Brain Using Sparse Data.
Di Ianni T; Airan RD.
IEEE Trans Med Imaging (Unknown)
Published: 2022
4/6 Transparent
Data Code Funding Declared
Combined Therapy Planning, Real-Time Monitoring, and Low Intensity Focused Ultrasound Treatment Using a Diagnostic Imag…
Thies M; Oelze ML.
IEEE Trans Med Imaging (Unknown)
Published: 2022
2/6 Transparent
Funding Declared
Volumetric High-Resolution X-Ray Phase-Contrast Virtual Histology of Breast Specimens With a Compact Laboratory System.
Massimi L; Suaris T; Hagen CK; Endrizzi M; Munro PRT; Havariyoun G; Hawker PMS; Smit B; Astolfo A; Larkin OJ; Waltham RM; Shah Z; Duffy SW; Nelan RL; Peel A; Jones JL; Haig IG; Bate D; Olivo A.
IEEE Trans Med Imaging (Unknown)
Published: 2022
2/6 Transparent
Funding Declared
A Hybrid Approach for Approximating the Ideal Observer for Joint Signal Detection and Estimation Tasks by Use of Superv…
Li K; Zhou W; Li H; Anastasio MA.
IEEE Trans Med Imaging (Unknown)
Published: 2022
2/6 Transparent
Funding Declared
Quantitative Biomarkers for Cancer Detection Using Contrast-Free Ultrasound High-Definition Microvessel Imaging: Fracta…
Ternifi R; Wang Y; Polley EC; Fazzio RT; Fatemi M; Alizad A.
IEEE Trans Med Imaging (Unknown)
Published: 2021
1/6 Transparent
Funding Declared
Design Study of an Ultrahigh Resolution Brain SPECT System Using a Synthetic Compound-Eye Camera Design With Micro-Slit…
Zannoni EM; Yang C; Meng LJ.
IEEE Trans Med Imaging (Unknown)
Published: 2021
2/6 Transparent
Funding Declared
Novel Subtypes of Pulmonary Emphysema Based on Spatially-Informed Lung Texture Learning: The Multi-Ethnic Study of Athe…
Yang J; Angelini ED; Balte PP; Hoffman EA; Austin JHM; Smith BM; Barr RG; Laine AF.
IEEE Trans Med Imaging (Unknown)
Published: 2021
1/6 Transparent
Funding Declared
Automatic Inter-Frame Patient Motion Correction for Dynamic Cardiac PET Using Deep Learning.
Shi L; Lu Y; Dvornek N; Weyman CA; Miller EJ; Sinusas AJ; Liu C.
IEEE Trans Med Imaging (Unknown)
Published: 2021
2/6 Transparent
Funding Declared
Generating Synthetic Labeled Data From Existing Anatomical Models: An Example With Echocardiography Segmentation.
Gilbert A; Marciniak M; Rodero C; Lamata P; Samset E; Mcleod K.
IEEE Trans Med Imaging (Unknown)
Published: 2021
3/6 Transparent
Data Code Funding Declared
Separation of Metabolites and Macromolecules for Short-TE <sup>1</sup>H-MRSI Using Learned Component-Specific Represent…
Li Y; Wang Z; Sun R; Lam F.
IEEE Trans Med Imaging (Unknown)
Published: 2021
1/6 Transparent
Funding Declared