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Results
Found 391 publication records. Showing 391 according to the selection in the facets
Hits ?▲ |
Authors |
Title |
Venue |
Year |
Link |
Author keywords |
1 | Saikat Roy, David Kügler, Martin Reuter 0001 |
Are 2.5D approaches superior to 3D deep networks in whole brain segmentation? |
MIDL |
2022 |
DBLP BibTeX RDF |
|
1 | Dwarikanath Mahapatra, Zongyuan Ge |
MR Image Super Resolution By Combining Feature Disentanglement CNNs and Vision Transformers. |
MIDL |
2022 |
DBLP BibTeX RDF |
|
1 | Lisa M. Koch, Christian M. Schürch, Arthur Gretton, Philipp Berens |
Hidden in Plain Sight: Subgroup Shifts Escape OOD Detection. |
MIDL |
2022 |
DBLP BibTeX RDF |
|
1 | Yanwu Yang, Xutao Guo, Chenfei Ye, Yang Xiang 0003, Ting Ma 0001 |
Regularizing Brain Age Prediction via Gated Knowledge Distillation. |
MIDL |
2022 |
DBLP BibTeX RDF |
|
1 | Itzik Malkiel, Gony Rosenman, Lior Wolf, Talma Hendler |
Self-Supervised Transformers for fMRI representation. |
MIDL |
2022 |
DBLP BibTeX RDF |
|
1 | Antanas Kascenas, Nicolas Pugeault, Alison Q. O'Neil |
Denoising Autoencoders for Unsupervised Anomaly Detection in Brain MRI. |
MIDL |
2022 |
DBLP BibTeX RDF |
|
1 | Jules Berman, Dmitri B. Chklovskii, Jingpeng Wu |
Bridging the Gap: Point Clouds for Merging Neurons in Connectomics. |
MIDL |
2022 |
DBLP BibTeX RDF |
|
1 | Serban Vadineanu, Daniël Maria Pelt, Oleh Dzyubachyk, Kees Joost Batenburg |
An Analysis of the Impact of Annotation Errors on the Accuracy of Deep Learning for Cell Segmentation. |
MIDL |
2022 |
DBLP BibTeX RDF |
|
1 | Xuan Kan, Hejie Cui, Joshua Lukemire, Ying Guo, Carl Yang 0001 |
FBNETGEN: Task-aware GNN-based fMRI Analysis via Functional Brain Network Generation. |
MIDL |
2022 |
DBLP BibTeX RDF |
|
1 | Ziyan Huang, Zehua Wang, Zhikai Yang, Lixu Gu |
AdwU-Net: Adaptive Depth and Width U-Net for Medical Image Segmentation by Differentiable Neural Architecture Search. |
MIDL |
2022 |
DBLP BibTeX RDF |
|
1 | Ruining Deng, Quan Liu, Can Cui 0006, Zuhayr Asad, Haichun Yang, Yuankai Huo |
Single Dynamic Network for Multi-label Renal Pathology Image Segmentation. |
MIDL |
2022 |
DBLP BibTeX RDF |
|
1 | Farina Kock, Felix Thielke, Grzegorz Chlebus, Hans Meine |
Confidence Histograms for Model Reliability Analysis and Temperature Calibration. |
MIDL |
2022 |
DBLP BibTeX RDF |
|
1 | Yuan Yao, Fengze Liu, Zongwei Zhou, Yan Wang 0033, Wei Shen 0002, Alan L. Yuille, Yongyi Lu |
Unsupervised Domain Adaptation through Shape Modeling for Medical Image Segmentation. |
MIDL |
2022 |
DBLP BibTeX RDF |
|
1 | Yuan Wang, Laura Blackie, Irene Miguel-Aliaga, Wenjia Bai |
Memory-efficient Segmentation of High-resolution Volumetric MicroCT Images. |
MIDL |
2022 |
DBLP BibTeX RDF |
|
1 | Niharika Shimona D'Souza, Mary Beth Nebel, Deana Crocetti, Joshua Robinson, Stewart Mostofsky, Archana Venkataraman |
M-GCN: A Multimodal Graph Convolutional Network to Integrate Functional and Structural Connectomics Data to Predict Multidimensional Phenotypic Characterizations. |
MIDL |
2021 |
DBLP BibTeX RDF |
|
1 | David A. Wood 0004, Sina Kafiabadi, Aisha Al Busaidi, Emily Guilhem, Antanas Montvila, Siddharth Agarwal, Jeremy Lynch, Matthew Townend, Gareth J. Barker, Sébastien Ourselin, James H. Cole, Thomas C. Booth |
Automated triaging of head MRI examinations using convolutional neural networks. |
MIDL |
2021 |
DBLP BibTeX RDF |
|
1 | Bokai Zhang, Amer Ghanem, Alexander Simes, Henry Choi, Andrew Yoo, Andrew Min |
SWNet: Surgical Workflow Recognition with Deep Convolutional Network. |
MIDL |
2021 |
DBLP BibTeX RDF |
|
1 | Harsh Maheshwari, Vidit Goel, Ramanathan Sethuraman, Debdoot Sheet |
Distill DSM: Computationally efficient method for segmentation of medical imaging volumes. |
MIDL |
2021 |
DBLP BibTeX RDF |
|
1 | Joseph Paul Cohen, Rupert Brooks, Sovann En, Evan Zucker, Anuj Pareek, Matthew P. Lungren, Akshay Chaudhari |
Gifsplanation via Latent Shift: A Simple Autoencoder Approach to Counterfactual Generation for Chest X-rays. |
MIDL |
2021 |
DBLP BibTeX RDF |
|
1 | Alessa Hering, Felix Peisen, Teresa Amaral, Sergios Gatidis, Thomas Eigentler, Ahmed Othman, Jan Hendrik Moltz |
Whole-Body Soft-Tissue Lesion Tracking and Segmentation in Longitudinal CT Imaging Studies. |
MIDL |
2021 |
DBLP BibTeX RDF |
|
1 | Markus Philipp, Anna Alperovich, Marielena Gutt-Will, Andrea Mathis, Stefan Saur, Andreas Raabe, Franziska Mathis-Ullrich |
Localizing Neurosurgical Instruments Across Domains and in the Wild. |
MIDL |
2021 |
DBLP BibTeX RDF |
|
1 | Xiaobin Hu, Yanyang Yan, Wenqi Ren, Hongwei Li 0004, Amirhossein Bayat, Yu Zhao, Bjoern H. Menze |
Feedback Graph Attention Convolutional Network for MR Images Enhancement by Exploring Self-Similarity Features. |
MIDL |
2021 |
DBLP BibTeX RDF |
|
1 | Rosana El Jurdi, Caroline Petitjean, Paul Honeine, Veronika Cheplygina, Fahed Abdallah |
A Surprisingly Effective Perimeter-based Loss for Medical Image Segmentation. |
MIDL |
2021 |
DBLP BibTeX RDF |
|
1 | Pauline Mouches, Matthias Wilms, Deepthi Rajashekar, Sönke Langner, Nils Daniel Forkert |
Unifying Brain Age Prediction and Age-Conditioned Template Generation with a Deterministic Autoencoder. |
MIDL |
2021 |
DBLP BibTeX RDF |
|
1 | Huaqi Qiu, Chen Qin, Andreas Schuh, Kerstin Hammernik, Daniel Rueckert |
Learning Diffeomorphic and Modality-invariant Registration using B-splines. |
MIDL |
2021 |
DBLP BibTeX RDF |
|
1 | Camila González, Anirban Mukhopadhyay 0003 |
Self-supervised Out-of-distribution Detection for Cardiac CMR Segmentation. |
MIDL |
2021 |
DBLP BibTeX RDF |
|
1 | Carolin M. Pirkl, Matteo Cencini, Jan W. Kurzawski, Diana Waldmannstetter, Hongwei Li 0004, Anjany Sekuboyina, Sebastian Endt, Luca Peretti, Graziella Donatelli, Rosa Pasquariello, Michela Tosetti, Mauro Costagli, Guido Buonincontri, Marion I. Menzel, Bjoern H. Menze |
Residual learning for 3D motion corrected quantitative MRI: Robust clinical T1, T2 and proton density mapping. |
MIDL |
2021 |
DBLP BibTeX RDF |
|
1 | |
Preface. |
MIDL |
2021 |
DBLP BibTeX RDF |
|
1 | Hari Sowrirajan, Jingbo Yang, Andrew Y. Ng, Pranav Rajpurkar |
MoCo Pretraining Improves Representation and Transferability of Chest X-ray Models. |
MIDL |
2021 |
DBLP BibTeX RDF |
|
1 | Kimberly Amador, Matthias Wilms, Anthony J. Winder, Jens Fiehler, Nils D. Forkert |
Stroke Lesion Outcome Prediction Based on 4D CT Perfusion Data Using Temporal Convolutional Networks. |
MIDL |
2021 |
DBLP BibTeX RDF |
|
1 | Juan Liu |
Improved model-based deep learning for quantitative susceptibility mapping. |
MIDL |
2021 |
DBLP BibTeX RDF |
|
1 | Steffen Czolbe, Oswin Krause, Aasa Feragen |
Semantic similarity metrics for learned image registration. |
MIDL |
2021 |
DBLP BibTeX RDF |
|
1 | Philipp Grüning, Falk Nette, Noah Heldt, Ana Cristina Guerra de Souza, Erhardt Barth |
Direct Inference of Cell Positions using Lens-Free Microscopy and Deep Learning. |
MIDL |
2021 |
DBLP BibTeX RDF |
|
1 | Jannis Hagenah, Floris Ernst |
Discrete Pseudohealthy Synthesis: Aortic Root Shape Typification and Type Classification with Pathological Prior. |
MIDL |
2021 |
DBLP BibTeX RDF |
|
1 | Manan Lalit, Pavel Tomancak, Florian Jug |
Embedding-based Instance Segmentation in Microscopy. |
MIDL |
2021 |
DBLP BibTeX RDF |
|
1 | Hoel Kervadec, Houda Bahig, Laurent Létourneau-Guillon, Jose Dolz, Ismail Ben Ayed |
Beyond pixel-wise supervision for segmentation: A few global shape descriptors might be surprisingly good! |
MIDL |
2021 |
DBLP BibTeX RDF |
|
1 | Hassan Muhammad, Chensu Xie, Carlie S. Sigel, Michael Doukas, Lindsay Alpert, Amber Lea Simpson, Thomas J. Fuchs |
EPIC-Survival: End-to-end Part Inferred Clustering for Survival Analysis, with Prognostic Stratification Boosting. |
MIDL |
2021 |
DBLP BibTeX RDF |
|
1 | Antoine Olivier, Caroline Raynaud |
Balanced sampling for an object detection problem - application to fetal anatomies detection. |
MIDL |
2021 |
DBLP BibTeX RDF |
|
1 | Soham Uday Gadgil, Mark Endo, Emily Wen, Andrew Y. Ng, Pranav Rajpurkar |
CheXseg: Combining Expert Annotations with DNN-generated Saliency Maps for X-ray Segmentation. |
MIDL |
2021 |
DBLP BibTeX RDF |
|
1 | Juan-Carlos Prieto, Hina Shah, Kasey Jones, Robert F. Chew, Hashiya M. Kana, Jerusha Weaver, Rebecca M. Flueckiger, Scott McPherson, Emily W. Gower |
Image Sequence Generation and Analysis via GRU and Attention for Trachomatous Trichiasis Classification. |
MIDL |
2021 |
DBLP BibTeX RDF |
|
1 | Matthäus Heer, Janis Postels, Xiaoran Chen, Ender Konukoglu, Shadi Albarqouni |
The OOD Blind Spot of Unsupervised Anomaly Detection. |
MIDL |
2021 |
DBLP BibTeX RDF |
|
1 | Abhejit Rajagopal, Vamshi Chowdary Madala, Thomas A. Hope, Peder E. Z. Larson |
Understanding and Visualizing Generalization in UNets. |
MIDL |
2021 |
DBLP BibTeX RDF |
|
1 | Kangning Liu, Yiqiu Shen, Nan Wu, Jakub Piotr Chledowski, Carlos Fernandez-Granda, Krzysztof J. Geras |
Weakly-supervised High-resolution Segmentation of Mammography Images for Breast Cancer Diagnosis. |
MIDL |
2021 |
DBLP BibTeX RDF |
|
1 | Siyu Shi, Ishaan Malhi, Kevin Tran, Andrew Y. Ng, Pranav Rajpurkar |
Unseen Disease Detection for Deep Learning Interpretation of Chest X-rays. |
MIDL |
2021 |
DBLP BibTeX RDF |
|
1 | Andreas M. Kist, Julian Zilker, Michael Döllinger, Marion Semmler |
Feature-based image registration in structured light endoscopy. |
MIDL |
2021 |
DBLP BibTeX RDF |
|
1 | Khrystyna Faryna, Jeroen van der Laak, Geert Litjens 0001 |
Tailoring automated data augmentation to H&E-stained histopathology. |
MIDL |
2021 |
DBLP BibTeX RDF |
|
1 | Andréanne Lemay, Charley Gros, Olivier Vincent, Yaou Liu, Joseph Paul Cohen, Julien Cohen-Adad |
Benefits of Linear Conditioning for Segmentation using Metadata. |
MIDL |
2021 |
DBLP BibTeX RDF |
|
1 | Lennart Bargsten, Katharina A. Riedl, Tobias Wissel, Fabian J. Brunner, Klaus Schaefers, Michael Grass 0001, Stefan Blankenberg, Moritz Seiffert, Alexander Schlaefer |
Attention via Scattering Transforms for Segmentation of Small Intravascular Ultrasound Data Sets. |
MIDL |
2021 |
DBLP BibTeX RDF |
|
1 | Qian He 0001, Shuailin Li, Xuming He 0001 |
Weakly Supervised Volumetric Segmentation via Self-taught Shape Denoising Model. |
MIDL |
2021 |
DBLP BibTeX RDF |
|
1 | Caner Özer, Ilkay Öksüz |
Explainable Image Quality Analysis of Chest X-Rays. |
MIDL |
2021 |
DBLP BibTeX RDF |
|
1 | Christian Abbet, Linda Studer, Andreas Fischer 0002, Heather Dawson, Inti Zlobec, Behzad Bozorgtabar, Jean-Philippe Thiran |
Self-Rule to Adapt: Learning Generalized Features from Sparsely-Labeled Data Using Unsupervised Domain Adaptation for Colorectal Cancer Tissue Phenotyping. |
MIDL |
2021 |
DBLP BibTeX RDF |
|
1 | Yash Sharma 0002, Aman Shrivastava, Lubaina Ehsan, Christopher A. Moskaluk, Sana Syed, Donald E. Brown |
Cluster-to-Conquer: A Framework for End-to-End Multi-Instance Learning for Whole Slide Image Classification. |
MIDL |
2021 |
DBLP BibTeX RDF |
|
1 | Md Asadullah Turja, Guorong Wu 0001, Defu Yang, Martin Andreas Styner |
Learning the Latent Heat Diffusion Process through Structural Brain Network from Longitudinal β-Amyloid Data. |
MIDL |
2021 |
DBLP BibTeX RDF |
|
1 | Raouf Muhamedrahimov, Amir Bar, Ayelet Akselrod-Ballin |
Learning Interclass Relations for Intravenous Contrast Phase Classification in CT. |
MIDL |
2021 |
DBLP BibTeX RDF |
|
1 | Matteo Dunnhofer, Niki Martinel, Christian Micheloni |
Improving MRI-based Knee Disorder Diagnosis with Pyramidal Feature Details. |
MIDL |
2021 |
DBLP BibTeX RDF |
|
1 | Mattias P. Heinrich, Qi Dou 0001, Marleen de Bruijne, Jan Lellmann, Alexander Schlaefer, Floris Ernst (eds.) |
Medical Imaging with Deep Learning, 7-9 July 2021, Lübeck, Germany. |
MIDL |
2021 |
DBLP BibTeX RDF |
|
1 | Hongrun Zhang, Yanda Meng, Xuesheng Qian, Xiaoyun Yang, Sarah E. Coupland, Yalin Zheng |
A regularization term for slide correlation reduction in whole slide image analysis with deep learning. |
MIDL |
2021 |
DBLP BibTeX RDF |
|
1 | Umang Gupta, Dimitris Stripelis, Pradeep K. Lam, Paul M. Thompson, José Luis Ambite, Greg Ver Steeg |
Membership Inference Attacks on Deep Regression Models for Neuroimaging. |
MIDL |
2021 |
DBLP BibTeX RDF |
|
1 | Mikael Brudfors, Yaël Balbastre, John Ashburner, Geraint Rees 0001, Parashkev Nachev, Sébastien Ourselin, M. Jorge Cardoso |
An MRF-UNet Product of Experts for Image Segmentation. |
MIDL |
2021 |
DBLP BibTeX RDF |
|
1 | Louis D. van Harten, Catharina S. de Jonge, Jaap Stoker, Ivana Isgum |
Untangling the Small Intestine in 3D cine-MRI using Deep Stochastic Tracking. |
MIDL |
2021 |
DBLP BibTeX RDF |
|
1 | Saverio Vadacchino, Raghav Mehta, Nazanin Mohammadi Sepahvand, Brennan Nichyporuk, James J. Clark, Tal Arbel |
HAD-Net: A Hierarchical Adversarial Knowledge Distillation Network for Improved Enhanced Tumour Segmentation Without Post-Contrast Images. |
MIDL |
2021 |
DBLP BibTeX RDF |
|
1 | Attila Tibor Simkó, Tommy Löfstedt, Anders Garpebring, Mikael Bylund, Tufve Nyholm, Joakim Jonsson |
Changing the Contrast of Magnetic Resonance Imaging Signals using Deep Learning. |
MIDL |
2021 |
DBLP BibTeX RDF |
|
1 | Dominik Mairhöfer, Manuel Laufer, Paul Martin Simon, Malte Sieren, Arpad Bischof, Thomas Käster, Erhardt Barth, Jörg Barkhausen, Thomas Martinetz |
An AI-based Framework for Diagnostic Quality Assessment of Ankle Radiographs. |
MIDL |
2021 |
DBLP BibTeX RDF |
|
1 | Aishik Konwer, Joseph Bae, Gagandeep Singh, Rishabh Gattu, Syed Ali, Jeremy Green, Tej Phatak, Amit Gupta, Chao Chen 0012, Joel H. Saltz, Prateek Prasanna |
Predicting COVID-19 Lung Infiltrate Progression on Chest Radiographs Using Spatio-temporal LSTM based Encoder-Decoder Network. |
MIDL |
2021 |
DBLP BibTeX RDF |
|
1 | Jinwei Zhang, Hang Zhang 0010, Pascal Spincemaille, Thanh D. Nguyen, Mert R. Sabuncu, Yi Wang 0028 |
Hybrid optimization between iterative and network fine-tuning reconstructions for fast quantitative susceptibility mapping. |
MIDL |
2021 |
DBLP BibTeX RDF |
|
1 | Daniel Neimark, Omri Bar, Maya Zohar, Gregory D. Hager, Dotan Asselmann |
"Train one, Classify one, Teach one" - Cross-surgery transfer learning for surgical step recognition. |
MIDL |
2021 |
DBLP BibTeX RDF |
|
1 | Walter Hugo Lopez Pinaya, Petru-Daniel Tudosiu, Robert J. Gray, Geraint Rees 0001, Parashkev Nachev, Sébastien Ourselin, M. Jorge Cardoso |
Unsupervised Brain Anomaly Detection and Segmentation with Transformers. |
MIDL |
2021 |
DBLP BibTeX RDF |
|
1 | Hristina Uzunova, Heinz Handels, Jan Ehrhardt |
Guided Filter Regularization for Improved Disentanglement of Shape and Appearance in Diffeomorphic Autoencoders. |
MIDL |
2021 |
DBLP BibTeX RDF |
|
1 | Tianshu Chu, Xinmeng Li, Huy V. Vo, Ronald M. Summers, Elena Sizikova |
Improving Weakly Supervised Lesion Segmentation using Multi-Task Learning. |
MIDL |
2021 |
DBLP BibTeX RDF |
|
1 | Sobhan Hemati, Shivam Kalra, Cameron Meaney, Morteza Babaie, Ali Ghodsi 0001, Hamid R. Tizhoosh |
CNN and Deep Sets for End-to-End Whole Slide Image Representation Learning. |
MIDL |
2021 |
DBLP BibTeX RDF |
|
1 | Chanh Nguyen, Minh-Thanh Huynh, Minh Quan Tran, Ngoc Hoang Nguyen 0001, Mudit Jain, Van Doan Ngo, Tan Duc Vo, Trung H. Bui, Steven Quoc Hung Truong |
GOAL: Gist-set Online Active Learning for Efficient Chest X-ray Image Annotation. |
MIDL |
2021 |
DBLP BibTeX RDF |
|
1 | Chao Feng, Chad M. Vanderbilt, Thomas J. Fuchs |
Nuc2Vec: Learning Representations of Nuclei in Histopathology Images with Contrastive Loss. |
MIDL |
2021 |
DBLP BibTeX RDF |
|
1 | Oleh Dzyubachyk, Roman I Koning, Aat A. Mulder, M. Christina Avramut, Frank G. A. Faas, Abraham J. Koster |
Intensity Correction and Standardization for Electron Microscopy Data. |
MIDL |
2021 |
DBLP BibTeX RDF |
|
1 | Malte Tölle, Max-Heinrich Laves, Alexander Schlaefer |
A Mean-Field Variational Inference Approach to Deep Image Prior for Inverse Problems in Medical Imaging. |
MIDL |
2021 |
DBLP BibTeX RDF |
|
1 | Fahdi Kanavati, Masayuki Tsuneki |
Partial transfusion: on the expressive influence of trainable batch norm parameters for transfer learning. |
MIDL |
2021 |
DBLP BibTeX RDF |
|
1 | Liangzhi Li 0001, Manisha Verma, Yuta Nakashima, Ryo Kawasaki, Hajime Nagahara |
Joint Learning of Vessel Segmentation and Artery/Vein Classification with Post-processing. |
MIDL |
2020 |
DBLP BibTeX RDF |
|
1 | Devanshu Arya, Richard Olij, Deepak K. Gupta, Ahmed El Gazzar, Guido van Wingen, Marcel Worring, Rajat Mani Thomas |
Fusing Structural and Functional MRIs using Graph Convolutional Networks for Autism Classification. |
MIDL |
2020 |
DBLP BibTeX RDF |
|
1 | Abhishek Nan, Matthew Tennant, Uriel Rubin, Nilanjan Ray |
DRMIME: Differentiable Mutual Information and Matrix Exponential for Multi-Resolution Image Registration. |
MIDL |
2020 |
DBLP BibTeX RDF |
|
1 | Laurens Beljaards, Mohamed S. Elmahdy, Fons J. Verbeek, Marius Staring |
A Cross-Stitch Architecture for Joint Registration and Segmentation in Adaptive Radiotherapy. |
MIDL |
2020 |
DBLP BibTeX RDF |
|
1 | Yukun Ding, Jinglan Liu, Xiaowei Xu 0004, Meiping Huang, Jian Zhuang, Jinjun Xiong, Yiyu Shi 0001 |
Uncertainty-Aware Training of Neural Networks for Selective Medical Image Segmentation. |
MIDL |
2020 |
DBLP BibTeX RDF |
|
1 | Achraf Essemlali, Etienne St-Onge, Maxime Descoteaux, Pierre-Marc Jodoin |
Understanding Alzheimer disease's structural connectivity through explainable AI. |
MIDL |
2020 |
DBLP BibTeX RDF |
|
1 | Jing Wang 0107, Yiwei Chen 0001, Wanyue Li, Wen Kong, Yi He 0006, Chuihui Jiang, Guohua Shi |
Domain adaptation model for retinopathy detection from cross-domain OCT images. |
MIDL |
2020 |
DBLP BibTeX RDF |
|
1 | David A. Wood 0004, Jeremy Lynch, Sina Kafiabadi, Emily Guilhem, Aisha Al Busaidi, Antanas Montvila, Thomas Varsavsky, Juveria Siddiqui, Naveen Gadapa, Matthew Townend, Martin Kiik, Keena Patel, Gareth J. Barker, Sébastien Ourselin, James H. Cole, Thomas C. Booth |
Automated Labelling using an Attention model for Radiology reports of MRI scans (ALARM). |
MIDL |
2020 |
DBLP BibTeX RDF |
|
1 | Georg Pichler, Jose Dolz, Ismail Ben Ayed, Pablo Piantanida |
On Direct Distribution Matching for Adapting Segmentation Networks. |
MIDL |
2020 |
DBLP BibTeX RDF |
|
1 | |
Preface. |
MIDL |
2020 |
DBLP BibTeX RDF |
|
1 | Adalberto Claudio Quiros, Roderick Murray-Smith, Ke Yuan |
PathologyGAN: Learning deep representations of cancer tissue. |
MIDL |
2020 |
DBLP BibTeX RDF |
|
1 | Fernando Navarro, Anjany Sekuboyina, Diana Waldmannstetter, Jan C. Peeken, Stephanie E. Combs, Bjoern H. Menze |
Deep Reinforcement Learning for Organ Localization in CT. |
MIDL |
2020 |
DBLP BibTeX RDF |
|
1 | Balamurali Murugesan, Sricharan Vijayarangan, Kaushik Sarveswaran, Keerthi Ram, Mohanasankar Sivaprakasam |
KD-MRI: A knowledge distillation framework for image reconstruction and image restoration in MRI workflow. |
MIDL |
2020 |
DBLP BibTeX RDF |
|
1 | Darvin Yi, Endre Grøvik, Michael Iv, Elizabeth Tong, Greg Zaharchuk, Daniel L. Rubin |
Brain Metastasis Segmentation Network Trained with Robustness to Annotations with Multiple False Negatives. |
MIDL |
2020 |
DBLP BibTeX RDF |
|
1 | Nan Wu, Stanislaw Jastrzebski, Jungkyu Park 0001, Linda Moy, Kyunghyun Cho, Krzysztof J. Geras |
Improving the Ability of Deep Neural Networks to Use Information from Multiple Views in Breast Cancer Screening. |
MIDL |
2020 |
DBLP BibTeX RDF |
|
1 | Chensu Xie, Hassan Muhammad, Chad M. Vanderbilt, Raul Caso, Dig Vijay Kumar Yarlagadda, Gabriele Campanella, Thomas J. Fuchs |
Beyond Classification: Whole Slide Tissue Histopathology Analysis By End-To-End Part Learning. |
MIDL |
2020 |
DBLP BibTeX RDF |
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1 | Matthias Lenga, Heinrich Schulz, Axel Saalbach |
Continual Learning for Domain Adaptation in Chest X-ray Classification. |
MIDL |
2020 |
DBLP BibTeX RDF |
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1 | Peter Hirsch 0001, Dagmar Kainmueller |
An Auxiliary Task for Learning Nuclei Segmentation in 3D Microscopy Images. |
MIDL |
2020 |
DBLP BibTeX RDF |
|
1 | Jakob K. H. Andersen, Jakob Grauslund, Thiusius R. Savarimuthu |
Comparing Objective Functions for Segmentation and Detection of Microaneurysms in Retinal Images. |
MIDL |
2020 |
DBLP BibTeX RDF |
|
1 | Vincent Casser, Kai Kang, Hanspeter Pfister, Daniel Haehn |
Fast Mitochondria Detection for Connectomics. |
MIDL |
2020 |
DBLP BibTeX RDF |
|
1 | Evan M. Yu, Juan Eugenio Iglesias, Adrian V. Dalca, Mert R. Sabuncu |
An Auto-Encoder Strategy for Adaptive Image Segmentation. |
MIDL |
2020 |
DBLP BibTeX RDF |
|
1 | Pierre Erbacher, Carole Lartizien, Matthieu Martin, Pedro Foletto-Pimenta, Philippe Quetin, Philippe Delachartre |
Priority U-Net: Detection of Punctuate White Matter Lesions in Preterm Neonate in 3D Cranial Ultrasonography. |
MIDL |
2020 |
DBLP BibTeX RDF |
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1 | Ahmad B. Qasim, Ivan Ezhov, Suprosanna Shit, Oliver Schoppe, Johannes C. Paetzold, Anjany Sekuboyina, Florian Kofler, Jana Lipková, Hongwei Li 0004, Bjoern H. Menze |
Red-GAN: Attacking class imbalance via conditioned generation. Yet another medical imaging perspective. |
MIDL |
2020 |
DBLP BibTeX RDF |
|
1 | Maximilian Ilse, Jakub M. Tomczak, Christos Louizos, Max Welling |
DIVA: Domain Invariant Variational Autoencoders. |
MIDL |
2020 |
DBLP BibTeX RDF |
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1 | Hoel Kervadec, Jose Dolz, Shanshan Wang, Eric Granger, Ismail Ben Ayed |
Bounding boxes for weakly supervised segmentation: Global constraints get close to full supervision. |
MIDL |
2020 |
DBLP BibTeX RDF |
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