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Andreas Hauptmann

University of Oulu

19H-index
130Paper Count
2.2KCitation Count
Published Papers 21
Publication Date
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Toward Robust Quantitative Photoacoustic Tomography via Learned Iterative Methods
errIEEE Transactions on Computational Imaging
IF4.8
err2026-04-23
err0
errOAAI
errAnssi Manninen; Janek Gröhl; Felix Lucka; Andreas Hauptmann
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Graph Convolutional Networks Enable Fast Hemorrhagic Stroke Monitoring With Electrical Impedance Tomography
errIEEE Transactions on Biomedical Engineering
IF4.5
err2025-07-31
err0
errOAAI
errJ. Toivanen; V. Kolehmainen; A. Paldanius; A. Hänninen; A. Hauptmann; S. J. Hamilton
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errSave
Advancing the Frontiers of Deep Learning for Low-Dose 3D Cone-Beam CT Reconstruction
errIEEE Open Journal of Signal Processing
IF2.7
err2025-01-01
err0
errOAAI
errAnder Biguri; Subhadip Mukherjee; Xuzhi Zhao; Xi Liu; Xinyi Wang; Rui Yang; Yi Du; Yahui Peng; Mikael Brudfors; Mark Graham; Hyungon Ryu; Oliver Kutter; Andreas Hauptmann; Mustafa Al-Rubaye; Miika T. Nieminen; Mikael A. K. Brix; Austin Yunker; Rajkumar Kettimuthu; John C. Roeske; Sasidhar Alavala; Subrahmanyam Gorthi; Carola-Bibiane Schönlieb
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Joint Activity Detection and Channel Estimation for Clustered Massive Machine Type Communications
errIEEE TRANSACTIONS ON WIRELESS COMMUNICATIONS
IF10.7
err2024-06-01
err1
errOAAI
errMarata, Leatile; Lopez, Onel Luis Alcaraz; Hauptmann, Andreas; Djelouat, Hamza; Alves, Hirley
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Compensating unknown speed of sound in learned fast 3D limited-view photoacoustic tomography
errPHOTOACOUSTICS
IF6.8
err2024-06-01
err0
errOAAI
errPoimala, Jenni; Cox, Ben; Hauptmann, Andreas
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Learned Reconstruction Methods With Convergence Guarantees: A survey of concepts and applications
errIEEE SIGNAL PROCESSING MAGAZINE
IF9.6
err2023-01-01
err22
errOAAI
errMukherjee, Subhadip; Hauptmann, Andreas; Oktem, Ozan; Pereyra, Marcelo; Schonlieb, Carola-Bibiane
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Hierarchical deconvolution for incoherent scatter radar data
errATMOSPHERIC MEASUREMENT TECHNIQUES
IF3.3
err2022-06-28
err1
errOAAI
errRoss, Snizhana; Arjas, Arttu; Virtanen, Ilkka I.; Sillanpaa, Mikko J.; Roininen, Lassi; Hauptmann, Andreas
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A Model-Based Iterative Learning Approach for Diffuse Optical Tomography
errIEEE TRANSACTIONS ON MEDICAL IMAGING
IF9.8
err2022-05-01
err22
errOAAI
errMozumder, Meghdoot; Hauptmann, Andreas; Nissila, Ilkka; Arridge, Simon R.; Tarvainen, Tanja
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Neural Network Kalman Filtering for 3-D Object Tracking From Linear Array Ultrasound Data
errIEEE TRANSACTIONS ON ULTRASONICS FERROELECTRICS AND FREQUENCY CONTROL
IF3.7
err2022-05-01
err9
errOAAI
errArjas, Arttu; Alles, Erwin J.; Maneas, Efthymios; Arridge, Simon; Desjardins, Adrien; Sillanpaa, Mikko J.; Hauptmann, Andreas
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NeuralLasso: Neural Networks Meet Lasso in Genomic Prediction
errFRONTIERS IN PLANT SCIENCE
IF4.8
err2022-04-29
err5
errOAAI
errMathew, Boby; Hauptmann, Andreas; Leon, Jens; Sillanpaeae, Mikko J.
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errSave
Deep Learning for Instrumented Ultrasonic Tracking: From Synthetic Training Data to In Vivo Application
errIEEE TRANSACTIONS ON ULTRASONICS FERROELECTRICS AND FREQUENCY CONTROL
IF3.7
err2022-02-01
err6
errOAAI
errManeas, Efthymios; Hauptmann, Andreas; Alles, Erwin J.; Xia, Wenfeng; Vercauteren, Tom; Ourselin, Sebastien; David, Anna L.; Arridge, Simon; Desjardins, Adrien E.
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Fusing electrical and elasticity imaging
errPHILOSOPHICAL TRANSACTIONS OF THE ROYAL SOCIETY A-MATHEMATICAL PHYSICAL AND ENGINEERING SCIENCES
IF3.7
err2021-05-10
err2
errOAAI
errHauptmann, Andreas; Smyl, Danny
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errSave
Learning and correcting non-Gaussian model errors
errJOURNAL OF COMPUTATIONAL PHYSICS
IF3.8
err2021-05-01
err11
errOAAI
errSmyl, Danny; Tallman, Tyler N.; Black, Jonathan A.; Hauptmann, Andreas; Liu, Dong
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errSave
Machine learning in Magnetic Resonance Imaging: Image reconstruction
errPHYSICA MEDICA-EUROPEAN JOURNAL OF MEDICAL PHYSICS
IF2.7
err2021-03-01
err41
errOAAI
errMontalt-Tordera, Javier; Muthurangu, Vivek; Hauptmann, Andreas; Steeden, Jennifer Anne
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errSave
An Efficient Quasi-Newton Method for Nonlinear Inverse Problems via Learned Singular Values
errieee signal processing magazine
IF3.9
err2021-01-01
err13
errOAAI
errSmyl, Danny; Tallman, Tyler N.; Liu, Dong; Hauptmann, Andreas
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errSave
Material Decomposition in Spectral CT Using Deep Learning: A Sim2Real Transfer Approach
errIEEE ACCESS
IF3.6
err2021-01-01
err18
errOAAI
errAbascal, Juan F. P. J.; Ducros, Nicolas; Pronina, Valeriya; Rit, Simon; Rodesch, Pierre-Antoine; Broussaud, Thomas; Bussod, Suzanne; Douek, Philippe C.; Hauptmann, Andreas; Arridge, Simon; Peyrin, Francoise
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Deep learning in photoacoustic tomography: current approaches and future directions
errJOURNAL OF BIOMEDICAL OPTICS
IF2.9
err2020-10-26
err107
errOAAI
errHauptmann, Andreas; Cox, Ben
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errSave
Toward accurate quantitative photoacoustic imaging: learning vascular blood oxygen saturation in three dimensions
errJOURNAL OF BIOMEDICAL OPTICS
IF2.9
err2020-08-24
err47
errOAAI
errBench, Ciaran; Hauptmann, Andreas; Cox, Ben
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Rapid whole-heart CMR with single volume super-resolution
errJOURNAL OF CARDIOVASCULAR MAGNETIC RESONANCE
IF6.1
err2020-01-01
err48
errOAAI
errSteeden, Jennifer A.; Quail, Michael; Gotschy, Alexander; Mortensen, Kristian H.; Hauptmann, Andreas; Arridge, Simon; Jones, Rodney; Muthurangu, Vivek
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errSave
Real-time cardiovascular MR with spatio-temporal artifact suppression using deep learning-proof of concept in congenital heart disease
errMAGNETIC RESONANCE IN MEDICINE
IF3
err2018-09-08
err167
errOAAI
errHauptmann, Andreas; Arridge, Simon; Lucka, Felix; Muthurangu, Vivek; Steeden, Jennifer A.
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Research Directions

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Co-authors
Cooperation Journals
S
Sébastien Ourselin
H-index: 119 · Papers: 1.8K
S
Simon Arridge
H-index: 82 · Papers: 749
F
Françoise Peyrin
H-index: 61 · Papers: 668
A
Anna L. David
H-index: 57 · Papers: 729
P
Paul C. Beard
H-index: 56 · Papers: 386
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