Tobias Lasser

ORCID

Publication Activity (10 Years)

Years Active: 2006-2024
Publications (10 Years): 34

Top Venues

CoRR

IEEE Trans. Medical Imaging

IEEE Trans. Computational Imaging

Medical Image Anal.

Technical University Munich (PHD)

Education History

Technical University Munich

PHD

Publications

David Frank, Jonas Jelten, Tobias Lasser
elsa: an elegant framework for tomographic reconstruction. J. Open Source Softw. 9 (94) (2024)
Peng Tang, Tobias Lasser
Single-Shared Network with Prior-Inspired Loss for Parameter-Efficient Multi-Modal Imaging Skin Lesion Classification. CoRR (2024)
Patris Valera, Josué Page Vizcaíno, Tobias Lasser
Sparsity-based background removal for STORM super-resolution images. CoRR (2024)
Peng Tang, Tobias Lasser
Pay Less On Clinical Images: Asymmetric Multi-Modal Fusion Method For Efficient Multi-Label Skin Lesion Classification. CoRR (2024)
Peng Tang, Zhiqiang Xu, Chunlai Zhou, Pengfei Wei, Peng Han, Xin Cao, Tobias Lasser
Prior and Prediction Inverse Kernel Transformer for Single Image Defocus Deblurring. AAAI (2024)
Peng Tang, Xintong Yan, Yang Nan, Xiaobin Hu, Bjoern H. Menze, Sebastian Krammer, Tobias Lasser
Joint-individual fusion structure with fusion attention module for multi-modal skin cancer classification. Pattern Recognit. 154 (2024)
Peng Tang, Zhiqiang Xu, Pengfei Wei, Xiaobin Hu, Peilin Zhao, Xin Cao, Chunlai Zhou, Tobias Lasser
KAC: Improving Single Image Defocus Deblurring. CoRR (2023)
Tina Dorosti, Manuel Schultheiss, Felix C. Hofmann, Luisa Kirchner, Theresa Urban, Franz Pfeiffer, Johannes Thalhammer, Florian Schaff, Tobias Lasser, Daniela Pfeiffer
Optimizing Convolutional Neural Networks for Chronic Obstructive Pulmonary Disease Detection in Clinical Computed Tomography Imaging. CoRR (2023)
Alessandro Wollek, Sardi Hyska, Thomas Sedlmeyr, Philip Haitzer, Johannes Rueckel, Bastian O. Sabel, Michael Ingrisch, Tobias Lasser
German CheXpert Chest X-ray Radiology Report Labeler. CoRR (2023)
Johannes Thalhammer, Manuel Schultheiss, Tina Dorosti, Tobias Lasser, Franz Pfeiffer, Daniela Pfeiffer, Florian Schaff
Improving Automated Hemorrhage Detection in Sparse-view Computed Tomography via Deep Convolutional Neural Network based Artifact Reduction. CoRR (2023)
Jonas Jelten, Alessandro Wollek, David Frank, Tobias Lasser
Equilibrium: Optimization of Ceph Cluster Storage by Size-Aware Shard Balancing. CoRR (2023)
Clemens Schmid, Manuel Viermetz, Nikolai Gustschin, Wolfgang Noichl, Jakob Haeusele, Tobias Lasser, Thomas Koehler, Franz Pfeiffer
Modeling Vibrations of a Tiled Talbot-Lau Interferometer on a Clinical CT. IEEE Trans. Medical Imaging 42 (3) (2023)
Peng Tang, Yang Nan, Tobias Lasser
Graph-Ensemble Learning Model for Multi-label Skin Lesion Classification using Dermoscopy and Clinical Images. CoRR (2023)
Erdal Pekel, María Lancho Lavilla, Franz Pfeiffer, Tobias Lasser
Runtime optimization of acquisition trajectories for X-ray computed tomography with a robotic sample holder. CoRR (2023)
Alessandro Wollek, Sardi Hyska, Bastian O. Sabel, Michael Ingrisch, Tobias Lasser
Exploring the Impact of Image Resolution on Chest X-ray Classification Performance. CoRR (2023)
Theodor Cheslerean-Boghiu, Melia-Evelina Fleischmann, Theresa Willem, Tobias Lasser
Transformer-based interpretable multi-modal data fusion for skin lesion classification. CoRR (2023)
Theodor Cheslerean-Boghiu, Felix C. Hofmann, Manuel Schultheiß, Franz Pfeiffer, Daniela Pfeiffer, Tobias Lasser
WNet: A Data-Driven Dual-Domain Denoising Model for Sparse-View Computed Tomography With a Trainable Reconstruction Layer. IEEE Trans. Computational Imaging 9 (2023)
Alessandro Wollek, Philip Haitzer, Thomas Sedlmeyr, Sardi Hyska, Johannes Rueckel, Bastian O. Sabel, Michael Ingrisch, Tobias Lasser
Automated Labeling of German Chest X-Ray Radiology Reports using Deep Learning. CoRR (2023)
Alessandro Wollek, Sardi Hyska, Bastian O. Sabel, Michael Ingrisch, Tobias Lasser
WindowNet: Learnable Windows for Chest X-ray Classification. J. Imaging 9 (12) (2023)
Jakob Haeusele, Clemens Schmid, Manuel Viermetz, Nikolai Gustschin, Tobias Lasser, Thomas Köhler, Franz Pfeiffer
Advanced Phase-Retrieval for Stepping-Free X-Ray Dark-Field Computed Tomography. IEEE Trans. Medical Imaging 42 (10) (2023)
Alessandro Wollek, Robert Graf, Sasa Cecatka, Nicola Fink, Theresa Willem, Bastian O. Sabel, Tobias Lasser
Attention-based Saliency Maps Improve Interpretability of Pneumothorax Classification. CoRR (2023)
Peng Tang, Xintong Yan, Yang Nan, Xiaobin Hu, Xiaobin Hu, Bjoern H. Menze, Sebastian Krammer, Tobias Lasser
Joint-Individual Fusion Structure with Fusion Attention Module for Multi-Modal Skin Cancer Classification. CoRR (2023)
Alessandro Wollek, Sardi Hyska, Bastian O. Sabel, Michael Ingrisch, Tobias Lasser
WindowNet: Learnable Windows for Chest X-ray Classification. CoRR (2023)
Josué Page Vizcaíno, Panagiotis Symvoulidis, Zeguan Wang, Jonas Jelten, Paolo Favaro, Edward S. Boyden, Tobias Lasser
Fast light-field 3D microscopy with out-of-distribution detection and adaptation through Conditional Normalizing Flows. CoRR (2023)
Erdal Pekel, Martin Dierolf, Franz Pfeiffer, Tobias Lasser
Spherical acquisition trajectories for X-ray computed tomography with a robotic sample holder. CoRR (2023)
Peng Tang, Xintong Yan, Yang Nan, Shao Xiang, Sebastian Krammer, Tobias Lasser
FusionM4Net: A multi-stage multi-modal learning algorithm for multi-label skin lesion classification. Medical Image Anal. 76 (2022)
Alessandro Wollek, Theresa Willem, Michael Ingrisch, Bastian Sabel, Tobias Lasser
A knee cannot have lung disease: out-of-distribution detection with in-distribution voting using the medical example of chest X-ray classification. CoRR (2022)
Theodor Cheslerean-Boghiu, Felix C. Hofmann, Manuel Schultheiß, Franz Pfeiffer, Daniela Pfeiffer, Tobias Lasser
WNet: A data-driven dual-domain denoising model for sparse-view computed tomography with a trainable reconstruction layer. CoRR (2022)
Josué Page Vizcaíno, Zeguan Wang, Panagiotis Symvoulidis, Paolo Favaro, Burcu Guner-Ataman, Edward S. Boyden, Tobias Lasser
Real-Time Light Field 3D Microscopy via Sparsity-Driven Learned Deconvolution. ICCP (2021)
Josué Page Vizcaíno, Federico Saltarin, Yury Belyaev, Ruth Lyck, Tobias Lasser, Paolo Favaro
Learning to Reconstruct Confocal Microscopy Stacks From Single Light Field Images. IEEE Trans. Computational Imaging 7 (2021)
Andreas K. Maier, Christopher Syben, Tobias Lasser, Christian Riess
A Gentle Introduction to Deep Learning in Medical Image Processing. CoRR (2018)
Saeed Seyyedi, Matthias Wieczorek, Franz Pfeiffer, Tobias Lasser
Incorporating a Noise Reduction Technique Into X-Ray Tensor Tomography. IEEE Trans. Computational Imaging 4 (1) (2018)
Saeed Seyyedi, Matthias Wieczorek, Yash Sharma, Florian Schaff, Christoph Jud, Franz Pfeiffer, Tobias Lasser
Component-based TV regularization for X-ray tensor tomography. ISBI (2016)
Maximilian Baust, Andreas Weinmann, Matthias Wieczorek, Tobias Lasser, Martin Storath, Nassir Navab
Combined Tensor Fitting and TV Regularization in Diffusion Tensor Imaging Based on a Riemannian Manifold Approach. IEEE Trans. Medical Imaging 35 (8) (2016)
Alexandru Duliu, Jakob Vogel, Claudia Dorina Samoilescu, Tobias Lasser, Nassir Navab
Illumination compensation for high-resolution multispectral image mosaicing of heritage paintings. DigitalHERITAGE (1) (2015)
Christoph Vetter, Tobias Lasser, Asli Okur, Nassir Navab
1D-3D Registration for Intra-Operative Nuclear Imaging in Radio-Guided Surgery. IEEE Trans. Medical Imaging 34 (2) (2015)
Tobias Lasser, José Gardiazabal, Matthias Wieczorek, Philipp Matthies, Jakob Vogel, Benjamin Frisch, Nassir Navab
Towards 3D Thyroid Imaging Using Robotic Mini Gamma Cameras. Bildverarbeitung für die Medizin (2015)
Alexandru Duliu, Richard Brosig, Saahil Ognawala, Tobias Lasser, Mahzad Ziai, Nassir Navab
Illumination Compensation and Normalization Using Low-Rank Decomposition of Multispectral Images in Dermatology. IPMI (2015)
José Gardiazabal, Marco Esposito, Philipp Matthies, Asli Okur, Jakob Vogel, Silvan Kraft, Benjamin Frisch, Tobias Lasser, Nassir Navab
Towards Personalized Interventional SPECT-CT Imaging. MICCAI (1) (2014)
Jakob Vogel, Alexandru Duliu, Yuji Oyamada, José Gardiazabal, Tobias Lasser, Mahzad Ziai, Rüdiger Hein, Nassir Navab
Towards robust identification and tracking of nevi in sparse photographic time series. Medical Imaging: Computer-Aided Diagnosis (2014)
Philipp Matthies, José Gardiazabal, Asli Okur, Jakob Vogel, Tobias Lasser, Nassir Navab
Mini gamma cameras for intra-operative nuclear tomographic reconstruction. Medical Image Anal. 18 (8) (2014)
Andreas Fehringer, Tobias Lasser, Irene Zanette, Peter B. Noël, Franz Pfeiffer
A versatile tomographic forward- and back-projection approach on multi-GPUs. Medical Imaging: Image Processing (2014)
Jakob Vogel, Tobias Lasser, José Gardiazabal, Nassir Navab
Trajectory optimization for intra-operative nuclear tomographic imaging. Medical Image Anal. 17 (7) (2013)
José Gardiazabal, Tobias Reichl, Asli Okur, Tobias Lasser, Nassir Navab
First Flexible Robotic Intra-operative Nuclear Imaging for Image-Guided Surgery. IPCAI (2013)
Philipp Matthies, Kanishka Sharma, Asli Okur, José Gardiazabal, Jakob Vogel, Tobias Lasser, Nassir Navab
First Use of Mini Gamma Cameras for Intra-operative Robotic SPECT Reconstruction. MICCAI (1) (2013)
Asli Okur, Dzhoshkun I. Shakir, Philipp Matthies, Alexander Hartl, Sibylle Ilse Ziegler, Markus Essler, Tobias Lasser, Nassir Navab
Freehand Tomographic Nuclear Imaging Using Tracked High-Energy Gamma Probes. Bildverarbeitung für die Medizin (2013)
Dzhoshkun I. Shakir, Alexander Hartl, Florian R. Schneider, Jozef Pulko, Sibylle Ilse Ziegler, Nassir Navab, Tobias Lasser
Two new ad-hoc models of detection physics and their evaluation for navigated beta probe surface imaging. Medical Imaging: Image-Guided Procedures (2012)
Dzhoshkun I. Shakir, Asli Okur, Alexander Hartl, Philipp Matthies, Sibylle Ilse Ziegler, Markus Essler, Tobias Lasser, Nassir Navab
Towards Intra-operative PET for Head and Neck Cancer: Lymph Node Localization Using High-Energy Probes. MICCAI (1) (2012)
Shiras Abdurahman, Anna K. Jerebko, Thomas Mertelmeier, Tobias Lasser, Nassir Navab
Out-of-Plane Artifact Reduction in Tomosynthesis Based on Regression Modeling and Outlier Detection. Digital Mammography / IWDM (2012)
Alexander Hartl, Dzhoshkun I. Shakir, Risto Kojchev, Nassir Navab, Sibylle Ilse Ziegler, Tobias Lasser
Freehand SPECT reconstructions using look up tables. Medical Imaging: Image-Guided Procedures (2012)
Jakob Vogel, Tobias Reichl, José Gardiazabal, Nassir Navab, Tobias Lasser
Optimization of Acquisition Geometry for Intra-operative Tomographic Imaging. MICCAI (3) (2012)
Asad Safi, Victor Castañeda, Tobias Lasser, Diana Mateus, Nassir Navab
Manifold learning for dimensionality reduction and clustering of skin spectroscopy data. Medical Imaging: Computer-Aided Diagnosis (2011)
Christoph Vetter, Tobias Lasser, Thomas Wendler, Nassir Navab
1D-3D Registration for Functional Nuclear Imaging. MICCAI (1) (2011)
Asad Safi, Maximilian Baust, Olivier Pauly, Victor Castañeda, Tobias Lasser, Diana Mateus, Nassir Navab, Rüdiger Hein, Mahzad Ziai
Computer-Aided Diagnosis of Pigmented Skin Dermoscopic Images. MCBR-CDS (2011)
Alexandru Duliu, Tobias Lasser, Thomas Wendler, Asad Safi, Sibylle Ziegler, Nassir Navab
Navigated tracking of skin lesion progression with optical spectroscopy. Medical Imaging: Computer-Aided Diagnosis (2010)
Asad Safi, Victor Castañeda, Tobias Lasser, Nassir Navab
Skin Lesions Classification with Optical Spectroscopy. MIAR (2010)
Tobias Lasser, Antoine Soubret, Jorge Ripoll, Vasilis Ntziachristos
Fluorescence Molecular Tomography and the Effects of Animal Motion. IEEE Trans. Medical Imaging 27 (2) (2008)
Thomas Wendler, Marco Feuerstein, Jörg Traub, Tobias Lasser, Jakob Vogel, Farhad Daghighian, Sibylle Ilse Ziegler, Nassir Navab
Real-Time Fusion of Ultrasound and Gamma Probe for Navigated Localization of Liver Metastases. MICCAI (2) (2007)
Thomas Wendler, Alexander Hartl, Tobias Lasser, Jörg Traub, Farhad Daghighian, Sibylle Ilse Ziegler, Nassir Navab
Towards Intra-operative 3D Nuclear Imaging: Reconstruction of 3D Radioactive Distributions Using Tracked Gamma Probes. MICCAI (2) (2007)
Tobias Lasser, Vasilis Ntziachristos
Optimization of 360° projection fluorescence molecular tomography. Medical Image Anal. 11 (4) (2007)
Damon Hyde, Antoine Soubret, Joshua Dunham, Tobias Lasser, Eric L. Miller, Dana H. Brooks, Vasilis Ntziachristos
Analysis of reconstructions in full view fluorescence molecular tomography. Computational Imaging (2007)
Nikolaos Deliolanis, Tobias Lasser, Mark Niedre, Antoine Soubret, Vasilis Ntziachristos
In-vivo Lung Cancer Imaging in Mice using 360° Free-space Fluorescence Molecular Tomography. EMBC (2006)

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Publication Activity (10 Years)

Top Topics

Top Venues

Tobias Lasser