Mattias P. Heinrich‬ - Publications, H-index & Citations

Mattias P. Heinrich‬

university of lubeck

35H指数

278论文数

1.3W被引数

收录论文 31

发表时间

DG-TTA: Out-of-Domain Medical Image Segmentation Through Augmentation, Descriptor-Driven Domain Generalization, and Test-Time Adaptation Dg-tta: 通过增强，描述符驱动的域泛化和测试时间自适应进行域外医学图像分割

Sensors

IF3.5

2026-03-03

OAAI

Christian Weihsbach; Christian N. Kruse; Alexander Bigalke; Mattias P. Heinrich

Scalable Clinical Annotation with Location Evidence (SCALE)可扩展的临床注释与位置证据（SCALE）

Computers in Biology and Medicine

IF6.3

2025-11-21

PREAI

Joeran S. Bosma; Luc Builtjes; Anindo Saha; Jasper J. Twilt; Manolis Tsiknakis; Kostas Marias; Daniele Regge; Nickolas Papanikolaou; Ivo G. Schoots; Jeroen Veltman; Mattijs Elschot; Derya Yakar; Nancy A. Obuchowski; Mattias P. Heinrich; Alessa Hering; Maarten de Rooij; Henkjan Huisman

Impact of Radiologist Experience on AI Annotation Quality in Chest Radiographs: A Comparative Analysis 放射科医师经验对胸部x光片中AI注释质量的影响: 比较分析

DIAGNOSTICS

IF3.3

2025-03-19

OAAI

Multusch, Malte Michel; Hansen, Lasse; Heinrich, Mattias Paul; Berkel, Lennart; Saalbach, Axel; Schulz, Heinrich; Wegner, Franz; Barkhausen, Joerg; Sieren, Malte Maria

Low-Dose Whole-Chest Dynamic CT for the Assessment of Large Airway Collapsibility in Patients with Suspected Tracheobronchial Instability

RADIOLOGY-CARDIOTHORACIC IMAGING

IF4.2

2024-10-01

PREAI

Bischoff, Arved; Weinheimer, Oliver; Dutschke, Anja; Rubtsov, Roman; Kauczor, Hans-Ulrich; Gompelmann, Daniela; Eberhardt, Ralf; Trudzinski, Franziska; Heussel, Claus P.; Herth, Felix J. F.; Heinrich, Mattias; Falta, Fenja; Wielputz, Mark O.

AcquisitionFocus: Joint Optimization of Acquisition Orientation and Cardiac Volume Reconstruction Using Deep Learning

SENSORS

IF3.5

2024-04-04

OAAI

Weihsbach, Christian; Vogt, Nora; Al-Haj Hemidi, Ziad; Bigalke, Alexander; Hansen, Lasse; Oster, Julien; Heinrich, Mattias P.

Anatomy-guided domain adaptation for 3D in-bed human pose estimation

MEDICAL IMAGE ANALYSIS

IF11.8

2023-10-01

OAAI

Bigalke, Alexander; Hansen, Lasse; Diesel, Jasper; Hennigs, Carlotta; Rostalski, Philipp; Heinrich, Mattias P.

Robust and Realtime Large Deformation Ultrasound Registration Using End-to-End Differentiable Displacement Optimisation

SENSORS

IF3.5

2023-03-07

OAAI

Heinrich, Mattias P.; Siebert, Hanna; Graf, Laura; Mischkewitz, Sven; Hansen, Lasse

Learn2Reg: Comprehensive Multi-Task Medical Image Registration Challenge, Dataset and Evaluation in the Era of Deep Learning

IEEE TRANSACTIONS ON MEDICAL IMAGING

IF9.8

2023-03-01

OAAI

Hering, Alessa; Hansen, Lasse; Mok, Tony C. W.; Chung, Albert C. S.; Siebert, Hanna; Hager, Stephanie; Lange, Annkristin; Kuckertz, Sven; Heldmann, Stefan; Shao, Wei; Vesal, Sulaiman; Rusu, Mirabela; Sonn, Geoffrey; Estienne, Theo; Vakalopoulou, Maria; Han, Luyi; Huang, Yunzhi; Yap, Pew-Thian; Brudfors, Mikael; Balbastre, Yael; Joutard, Samuel; Modat, Marc; Lifshitz, Gal; Raviv, Dan; Lv, Jinxin; Li, Qiang; Jaouen, Vincent; Visvikis, Dimitris; Fourcade, Constance; Rubeaux, Mathieu; Pan, Wentao; Xu, Zhe; Jian, Bailiang; De Benetti, Francesca; Wodzinski, Marek; Gunnarsson, Niklas; Sjolund, Jens; Grzech, Daniel; Qiu, Huaqi; Li, Zeju; Thorley, Alexander; Duan, Jinming; Grossbroehmer, Christoph; Hoopes, Andrew; Reinertsen, Ingerid; Xiao, Yiming; Landman, Bennett; Huo, Yuankai; Murphy, Keelin; Lessmann, Nikolas; van Ginneken, Bram; Dalca, Adrian V.; Heinrich, Mattias P.

CrossMoDA 2021 challenge: Benchmark of cross-modality domain adaptation techniques for vestibular schwannoma and cochlea segmentation

MEDICAL IMAGE ANALYSIS

IF11.8

2023-01-01

OAAI

Dorent, Reuben; Kujawa, Aaron; Ivory, Marina; Bakas, Spyridon; Rieke, Nicola; Joutard, Samuel; Glocker, Ben; Cardoso, Jorge; Modat, Marc; Batmanghelich, Kayhan; Belkov, Arseniy; Calisto, Maria Baldeon; Choi, Jae Won; Dawant, Benoit M.; Dong, Hexin; Escalera, Sergio; Fan, Yubo; Hansen, Lasse; Heinrich, Mattias P.; Joshi, Smriti; Kashtanova, Victoriya; Kim, Hyeon Gyu; Kondo, Satoshi; Kruse, Christian N.; Lai-Yuen, Susana K.; Li, Hao; Liu, Han; Ly, Buntheng; Oguz, Ipek; Shin, Hyungseob; Shirokikh, Boris; Su, Zixian; Wang, Guotai; Wu, Jianghao; Xu, Yanwu; Yao, Kai; Zhang, Li; Ourselin, Sebastien; Shapey, Jonathan; Vercauteren, Tom

Multi-contrast computed tomography healthy kidney atlas

COMPUTERS IN BIOLOGY AND MEDICINE

IF6.3

2022-07-01

OAAI

Lee, Ho Hin; Tang, Yucheng; Xu, Kaiwen; Bao, Shunxing; Fogo, Agnes B.; Harris, Raymond; Caestecker, Mark P. de; Heinrich, Mattias; Spraggins, Jeffrey M.; Huo, Yuankai; Landman, Bennett A.

Learning a Metric for Multimodal Medical Image Registration without Supervision Based on Cycle Constraints

SENSORS

IF3.5

2022-02-01

OAAI

Siebert, Hanna; Hansen, Lasse; Heinrich, Mattias P.

Semantic segmentation for plant phenotyping using advanced deep learning pipelines 使用高级深度学习管道进行植物表型的语义分割

MULTIMEDIA TOOLS AND APPLICATIONS

IF3

2021-12-14

PREAI

Karthik, Pullalarevu; Parashar, Mansi; Reka, S. Sofana; Rajamani, Kumar T.; Heinrich, Mattias P.

Modality-agnostic self-supervised deep feature learning and fast instance optimisation for multimodal fusion in ultrasound-guided interventions

COMPUTER METHODS AND PROGRAMS IN BIOMEDICINE

IF4.8

2021-11-01

PREAI

Ha, In Young; Heinrich, Mattias P.

GraphRegNet: Deep Graph Regularisation Networks on Sparse Keypoints for Dense Registration of 3D Lung CTs

IEEE TRANSACTIONS ON MEDICAL IMAGING

IF9.8

2021-09-01

PREAI

Hansen, Lasse; Heinrich, Mattias P.

Dynamic deformable attention network (DDANet) for COVID-19 lesions semantic segmentation

JOURNAL OF BIOMEDICAL INFORMATICS

IF4.5

2021-07-01

OAAI

Rajamani, Kumar T.; Siebert, Hanna; Heinrich, Mattias P.

Hyperparameter optimisation and validation of registration algorithms for measuring regional ventricular deformation using retrospective gated computed tomography images

SCIENTIFIC REPORTS

IF3.9

2021-03-11

OAAI

Razeghi, Orod; Heinrich, Mattias; Fastl, Thomas E.; Corrado, Cesare; Karim, Rashed; De Vecchi, Adelaide; Banks, Tom; Donnelly, Patrick; Behar, Jonathan M.; Gould, Justin; Rajani, Ronak; Rinaldi, Christopher A.; Niederer, Steven

Weakly-supervised learning of multi-modal features for regularised iterative descent in 3D image registration

MEDICAL IMAGE ANALYSIS

IF11.8

2021-01-01

PREAI

Blendowski, Max; Hansen, Lasse; Heinrich, Mattias P.

Semantically Guided Large Deformation Estimation with Deep Networks

SENSORS

IF3.5

2020-03-04

OAAI

Ha, In Young; Wilms, Matthias; Heinrich, Mattias

Evaluation of algorithms for Multi-Modality Whole Heart Segmentation: An open-access grand challenge 多模态全心脏分割算法的评估: 开放访问的重大挑战

MEDICAL IMAGE ANALYSIS

IF11.8

2019-12-01

172

OAAI

Zhuang, Xiahai; Li, Lei; Payer, Christian; Stern, Darko; Urschler, Martin; Heinrich, Mattias P.; Oster, Julien; Wang, Chunliang; Smedby, Orjan; Bian, Cheng; Yang, Xin; Heng, Pheng-Ann; Mortazi, Aliasghar; Bagci, Ulas; Yang, Guanyu; Sun, Chenchen; Galisot, Gaetan; Ramel, Jean-Yves; Brouard, Thierry; Tong, Qianqian; Si, Weixin; Liao, Xiangyun; Zeng, Guodong; Shi, Zenglin; Zheng, Guoyan; Wang, Chengjia; MacGillivray, Tom; Newby, David; Rhode, Kawal; Ourselin, Sebastien; Mohiaddin, Raad; Keegan, Jennifer; Firmin, David; Yang, Guang

OBELISK-Net: Fewer layers to solve 3D multi-organ segmentation with sparse deformable convolutions

MEDICAL IMAGE ANALYSIS

IF11.8

2019-05-01

PREAI

Heinrich, Mattias P.; Oktay, Ozan; Bouteldja, Nassim

研究方向