医学 AI - arXivDaily 专题

2103.05940 2021-03-11 cs.CV 83%

TransMed: Transformers Advance Multi-modal Medical Image Classification

Yin Dai, Yifan Gao

专题命中医学影像：medical image(title,abstract)；diagnosis(abstract)；分类 cs.CV

Comments 8 pages, 4 figures

2103.05772 2021-03-11 eess.IV 83%

Introduction to Brain and Medical Images

Moo K. Chung

专题命中医学影像：medical image(title,abstract)；MRI(abstract)；分类 eess.IV

2103.01609 2021-03-03 physics.med-ph eess.IV 83%

Deep learning-based synthetic CT generation from MR images: comparison of generative adversarial and residual neural networks

Faeze Gholamiankhah, Samaneh Mostafapour, Hossein Arabi

专题命中医学影像：CT(title,abstract)；MRI(abstract)；分类 eess.IV

2102.13066 2021-02-26 eess.IV cs.CV cs.LG eess.SP physics.med-ph 83%

On Instabilities of Conventional Multi-Coil MRI Reconstruction to Small Adverserial Perturbations

Chi Zhang, Jinghan Jia, Burhaneddin Yaman, Steen Moeller, Sijia Liu, Mingyi Hong, Mehmet Akçakaya

专题命中医学影像：MRI(title,abstract)；分类 cs.CV、cs.LG、eess.IV

Comments To appear in Proceedings of the 29th Annual Meeting of ISMRM, 2021

2008.08194 2021-02-23 cs.CV 83%

PC-U Net: Learning to Jointly Reconstruct and Segment the Cardiac Walls in 3D from CT Data

Meng Ye, Qiaoying Huang, Dong Yang, Pengxiang Wu, Jingru Yi, Leon Axel, Dimitris Metaxas

专题命中医学影像：CT(title,abstract)；diagnosis(abstract)；分类 cs.CV

Journal ref STACOM 2020

2102.04306 2021-02-09 cs.CV 83%

TransUNet: Transformers Make Strong Encoders for Medical Image Segmentation

Jieneng Chen, Yongyi Lu, Qihang Yu, Xiangde Luo, Ehsan Adeli, Yan Wang, Le Lu, Alan L. Yuille, Yuyin Zhou

专题命中医学影像：medical image(title,abstract)；diagnosis(abstract)；分类 cs.CV

Comments 13 pages, 3 figures

2101.09658 2021-01-26 cs.CV 83%

Computational Intelligence Approach to Improve the Classification Accuracy of Brain Neoplasm in MRI Data

Nilanjan Sinhababu, Monalisa Sarma, Debasis Samanta

专题命中医学影像：MRI(title,abstract)；diagnosis(abstract)；分类 cs.CV

Comments 28 pages

2101.03287 2021-01-12 cs.CL cs.CV 83%

Unifying Relational Sentence Generation and Retrieval for Medical Image Report Composition

Fuyu Wang, Xiaodan Liang, Lin Xu, Liang Lin

专题命中医学影像：medical image(title,abstract)；diagnosis(abstract)；分类 cs.CV

Comments To appear in IEEE Transactions on Cybernetics 2021. We attempt to resolve the challenging medical report composition task by i) enforcing the semantic consistency of medical terms to be incorporated into the final reports; and ii) encouraging the sentence generation for rare abnormal descriptions

2101.02323 2021-01-08 cs.CV 83%

Diminishing Uncertainty within the Training Pool: Active Learning for Medical Image Segmentation

Vishwesh Nath, Dong Yang, Bennett A. Landman, Daguang Xu, Holger R. Roth

专题命中医学影像：medical image(title)；MRI(abstract)；CT(abstract)；分类 cs.CV

Comments 19 pages, 13 figures, Transactions of Medical Imaging

Journal ref IEEE Transactions on Medical Imaging, 2020

2012.09491 2020-12-18 cs.CV 83%

CT Film Recovery via Disentangling Geometric Deformation and Illumination Variation: Simulated Datasets and Deep Models

Quan Quan, Qiyuan Wang, Liu Li, Yuanqi Du, S. Kevin Zhou

专题命中医学影像：CT(title,abstract)；medical image(abstract)；分类 cs.CV

2012.08770 2020-12-17 cs.CV 83%

Revisiting 3D Context Modeling with Supervised Pre-training for Universal Lesion Detection in CT Slices

Shu Zhang, Jincheng Xu, Yu-Chun Chen, Jiechao Ma, Zihao Li, Yizhou Wang, Yizhou Yu

专题命中医学影像：CT(title,abstract)；medical image(abstract)；分类 cs.CV

Comments 10 pages, 2 figures, MICCAI20

2012.07947 2020-12-16 cs.CV 83%

Automatic Vertebra Localization and Identification in CT by Spine Rectification and Anatomically-constrained Optimization

Fakai Wang, Kang Zheng, Le Lu, Jing Xiao, Min Wu, Shun Miao

专题命中医学影像：CT(title,abstract)；diagnosis(abstract)；分类 cs.CV

1811.01328 2020-12-14 cs.CV 83%

RA-UNet: A hybrid deep attention-aware network to extract liver and tumor in CT scans

Qiangguo Jin, Zhaopeng Meng, Changming Sun, Leyi Wei, Ran Su

专题命中医学影像：CT(title,abstract)；medical image(abstract)；分类 cs.CV

2012.03674 2020-12-08 cs.CV 83%

w-Net: Dual Supervised Medical Image Segmentation Model with Multi-Dimensional Attention and Cascade Multi-Scale Convolution

Bo Wang, Lei Wang, Junyang Chen, Zhenghua Xu, Thomas Lukasiewicz, Zhigang Fu

专题命中医学影像：medical image(title,abstract)；CT(abstract)；分类 cs.CV

2011.13615 2020-11-30 cs.CV cs.AI 83%

Manipulating Medical Image Translation with Manifold Disentanglement

Siyu Liu, Jason A. Dowling, Craig Engstrom, Peter B. Greer, Stuart Crozier, Shekhar S. Chandra

专题命中医学影像：medical image(title,abstract)；CT(abstract)；分类 cs.CV

2011.12640 2020-11-26 cs.CV 83%

PGL: Prior-Guided Local Self-supervised Learning for 3D Medical Image Segmentation

Yutong Xie, Jianpeng Zhang, Zehui Liao, Yong Xia, Chunhua Shen

专题命中医学影像：medical image(title,abstract)；CT(abstract)；分类 cs.CV

Comments 13 pages

2011.11557 2020-11-24 cs.CV 83%

Planar 3D Transfer Learning for End to End Unimodal MRI Unbalanced Data Segmentation

Martin Kolarik, Radim Burget, Carlos M. Travieso-Gonzalez, Jan Kocica

专题命中医学影像：MRI(title,abstract)；radiology(abstract)；分类 cs.CV

2011.08076 2020-11-24 cs.CV cs.AI stat.AP 83%

A comparative study of semi- and self-supervised semantic segmentation of biomedical microscopy data

Nastassya Horlava, Alisa Mironenko, Sebastian Niehaus, Sebastian Wagner, Ingo Roeder, Nico Scherf

专题命中医学影像：biomedical(title,abstract)；medical image(abstract)；分类 cs.CV

2007.04655 2020-10-22 cs.CV 83%

Inertial Measurements for Motion Compensation in Weight-bearing Cone-beam CT of the Knee

Jennifer Maier, Marlies Nitschke, Jang-Hwan Choi, Garry Gold, Rebecca Fahrig, Bjoern M. Eskofier, Andreas Maier

专题命中医学影像：CT(title,abstract)；diagnosis(abstract)；分类 cs.CV

Comments 10 pages, 2 figures, 2 tables, accepted at MICCAI 2020

1903.00691 2020-10-22 physics.med-ph eess.IV 83%

Simultaneous use of Individual and Joint Regularization Terms in Compressive Sensing: Joint Reconstruction of Multi-Channel Multi-Contrast MRI Acquisitions

Emre Kopanoglu, Alper Güngör, Toygan Kilic, Emine Ulku Saritas, Kader K. Oguz, Tolga Çukur, H. Emre Güven

专题命中医学影像：MRI(title,abstract)；diagnosis(abstract)；分类 eess.IV

Comments Published in NMR in Biomedicine in 2020. 39 pages including Supporting Information, 12 figures

Journal ref NMR in Biomedicine. 2020; 33:e4247

2005.10589 2020-10-21 cs.CV physics.med-ph 83%

Bridging the gap between Natural and Medical Images through Deep Colorization

Lia Morra, Luca Piano, Fabrizio Lamberti, Tatiana Tommasi

专题命中医学影像：medical image(title,abstract)；diagnosis(abstract)；分类 cs.CV

Comments accepted for publication at ICPR2020

2004.09167 2020-10-20 cs.CL cs.IR cs.LG 83%

CheXbert: Combining Automatic Labelers and Expert Annotations for Accurate Radiology Report Labeling Using BERT

Akshay Smit, Saahil Jain, Pranav Rajpurkar, Anuj Pareek, Andrew Y. Ng, Matthew P. Lungren

专题命中医学影像：radiology(title,abstract)；medical image(abstract)；分类 cs.LG

Comments Accepted to EMNLP 2020

2010.06000 2020-10-14 cs.CV cs.CL 83%

MedICaT: A Dataset of Medical Images, Captions, and Textual References

Sanjay Subramanian, Lucy Lu Wang, Sachin Mehta, Ben Bogin, Madeleine van Zuylen, Sravanthi Parasa, Sameer Singh, Matt Gardner, Hannaneh Hajishirzi

专题命中医学影像：medical image(title,abstract)；biomedical(abstract)；分类 cs.CV

Comments EMNLP-Findings 2020

2010.04275 2020-10-12 physics.med-ph eess.IV 83%

Synthetic MRI-aided Head-and-Neck Organs-at-Risk Auto-Delineation for CBCT-guided Adaptive Radiotherapy

Xianjin Dai, Yang Lei, Tonghe Wang, Anees H. Dhabaan, Mark McDonald, Jonathan J. Beitler, Walter J. Curran, Jun Zhou, Tian Liu, Xiaofeng Yang

专题命中医学影像：MRI(title,abstract)；CT(abstract)；分类 eess.IV

2008.00302 2020-09-30 cs.CV 83%

Accurate and Efficient Intracranial Hemorrhage Detection and Subtype Classification in 3D CT Scans with Convolutional and Long Short-Term Memory Neural Networks

Mihail Burduja, Radu Tudor Ionescu, Nicolae Verga

专题命中医学影像：CT(title,abstract)；diagnosis(abstract)；分类 cs.CV

Comments Accepted at Sensors

2009.07501 2020-09-17 cs.CV 83%

UXNet: Searching Multi-level Feature Aggregation for 3D Medical Image Segmentation

Yuanfeng Ji, Ruimao Zhang, Zhen Li, Jiamin Ren, Shaoting Zhang, Ping Luo

专题命中医学影像：medical image(title,abstract)；diagnosis(abstract)；分类 cs.CV

2009.05596 2020-09-15 cs.CV 83%

3D Reconstruction and Segmentation of Dissection Photographs for MRI-free Neuropathology

Henry Tregidgo, Adria Casamitjana, Caitlin Latimer, Mitchell Kilgore, Eleanor Robinson, Emily Blackburn, Koen Van Leemput, Bruce Fischl, Adrian Dalca, Christine Mac Donald, Dirk Keene, Juan Eugenio Iglesias

专题命中医学影像：MRI(title,abstract)；pathology(abstract)；分类 cs.CV

Comments Accepted at MICCAI 2020

2005.05550 2020-09-09 eess.IV cs.CV cs.LG eess.SP physics.med-ph 83%

High-Fidelity Accelerated MRI Reconstruction by Scan-Specific Fine-Tuning of Physics-Based Neural Networks

Seyed Amir Hossein Hosseini, Burhaneddin Yaman, Steen Moeller, Mehmet Akçakaya

专题命中医学影像：MRI(title,abstract)；分类 cs.CV、cs.LG、eess.IV

Journal ref Proceedings of IEEE EMBC, 2020

2009.02569 2020-09-08 eess.IV cs.AI 83%

Max-Fusion U-Net for Multi-Modal Pathology Segmentation with Attention and Dynamic Resampling

Haochuan Jiang, Chengjia Wang, Agisilaos Chartsias, Sotirios A. Tsaftaris

专题命中医学影像：pathology(title,abstract)；diagnosis(abstract)；分类 eess.IV

Comments 13 pages, 7 figures, conference paper

Journal ref MICCAI-2020 MyoPS Challenge Paper

2006.15691 2020-09-01 cs.CV 83%

Harvesting, Detecting, and Characterizing Liver Lesions from Large-scale Multi-phase CT Data via Deep Dynamic Texture Learning

Yuankai Huo, Jinzheng Cai, Chi-Tung Cheng, Ashwin Raju, Ke Yan, Bennett A. Landman, Jing Xiao, Le Lu, Chien-Hung Liao, Adam P. Harrison

专题命中医学影像：CT(title,abstract)；diagnosis(abstract)；分类 cs.CV

1. 医学影像 22645 篇

TransMed: Transformers Advance Multi-modal Medical Image Classification

Introduction to Brain and Medical Images

Deep learning-based synthetic CT generation from MR images: comparison of generative adversarial and residual neural networks

On Instabilities of Conventional Multi-Coil MRI Reconstruction to Small Adverserial Perturbations

PC-U Net: Learning to Jointly Reconstruct and Segment the Cardiac Walls in 3D from CT Data

TransUNet: Transformers Make Strong Encoders for Medical Image Segmentation

Computational Intelligence Approach to Improve the Classification Accuracy of Brain Neoplasm in MRI Data

Unifying Relational Sentence Generation and Retrieval for Medical Image Report Composition

Diminishing Uncertainty within the Training Pool: Active Learning for Medical Image Segmentation

CT Film Recovery via Disentangling Geometric Deformation and Illumination Variation: Simulated Datasets and Deep Models

Revisiting 3D Context Modeling with Supervised Pre-training for Universal Lesion Detection in CT Slices

Automatic Vertebra Localization and Identification in CT by Spine Rectification and Anatomically-constrained Optimization

RA-UNet: A hybrid deep attention-aware network to extract liver and tumor in CT scans

w-Net: Dual Supervised Medical Image Segmentation Model with Multi-Dimensional Attention and Cascade Multi-Scale Convolution

Manipulating Medical Image Translation with Manifold Disentanglement

PGL: Prior-Guided Local Self-supervised Learning for 3D Medical Image Segmentation

Planar 3D Transfer Learning for End to End Unimodal MRI Unbalanced Data Segmentation

A comparative study of semi- and self-supervised semantic segmentation of biomedical microscopy data

Inertial Measurements for Motion Compensation in Weight-bearing Cone-beam CT of the Knee

Simultaneous use of Individual and Joint Regularization Terms in Compressive Sensing: Joint Reconstruction of Multi-Channel Multi-Contrast MRI Acquisitions

Bridging the gap between Natural and Medical Images through Deep Colorization

CheXbert: Combining Automatic Labelers and Expert Annotations for Accurate Radiology Report Labeling Using BERT

MedICaT: A Dataset of Medical Images, Captions, and Textual References

Synthetic MRI-aided Head-and-Neck Organs-at-Risk Auto-Delineation for CBCT-guided Adaptive Radiotherapy

Accurate and Efficient Intracranial Hemorrhage Detection and Subtype Classification in 3D CT Scans with Convolutional and Long Short-Term Memory Neural Networks

UXNet: Searching Multi-level Feature Aggregation for 3D Medical Image Segmentation

3D Reconstruction and Segmentation of Dissection Photographs for MRI-free Neuropathology

High-Fidelity Accelerated MRI Reconstruction by Scan-Specific Fine-Tuning of Physics-Based Neural Networks

Max-Fusion U-Net for Multi-Modal Pathology Segmentation with Attention and Dynamic Resampling

Harvesting, Detecting, and Characterizing Liver Lesions from Large-scale Multi-phase CT Data via Deep Dynamic Texture Learning