医学 AI - arXivDaily 专题

1706.07346 2017-06-23 cs.CV 83%

Deep Supervision for Pancreatic Cyst Segmentation in Abdominal CT Scans

Yuyin Zhou, Lingxi Xie, Elliot K. Fishman, Alan L. Yuille

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

Comments Accepted to MICCAI 2017 (8 pages, 3 figures)

1706.02055 2017-06-08 cs.CV 83%

Early Experiences with Crowdsourcing Airway Annotations in Chest CT

Veronika Cheplygina, Adria Perez-Rovira, Wieying Kuo, Harm A. W. M. Tiddens, Marleen de Bruijne

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

Journal ref LABELS 2016, DLMIA 2016: Deep Learning and Data Labeling for Medical Applications pp 209-218

1706.01644 2017-06-07 cs.CV 83%

Volume Calculation of CT lung Lesions based on Halton Low-discrepancy Sequences

Liansheng Wang, Shusheng Li, Shuo Li

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

1607.06583 2017-05-23 cs.CV cs.AI 83%

Classification of Alzheimer's Disease Structural MRI Data by Deep Learning Convolutional Neural Networks

Saman Sarraf, Ghassem Tofighi

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

Comments arXiv admin note: text overlap with arXiv:1603.08631

1704.08030 2017-04-27 cs.CV 83%

Airway segmentation from 3D chest CT volumes based on volume of interest using gradient vector flow

Qier Meng, Takayuki Kitasaka, Masahiro Oda, Junji Ueno, Kensaku Mori

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

1704.07754 2017-04-26 cs.CV 83%

Joint Sequence Learning and Cross-Modality Convolution for 3D Biomedical Segmentation

Kuan-Lun Tseng, Yen-Liang Lin, Winston Hsu, Chung-Yang Huang

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

Comments CVPR 2017

1704.05629 2017-04-20 cs.CV 83%

ConvNet-Based Localization of Anatomical Structures in 3D Medical Images

Bob D. de Vos, Jelmer M. Wolterink, Pim A. de Jong, Tim Leiner, Max A. Viergever, Ivana Išgum

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

Journal ref IEEE Transactions on Medical Imaging , vol.PP, no.99, pp.1-1 (2017)

1704.02348 2017-04-11 cs.CV 83%

Automated Unsupervised Segmentation of Liver Lesions in CT scans via Cahn-Hilliard Phase Separation

Jana Lipková, Markus Rempfler, Patrick Christ, John Lowengrub, Bjoern H. Menze

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

1610.02177 2017-02-21 cs.CV 83%

Automatic Liver and Lesion Segmentation in CT Using Cascaded Fully Convolutional Neural Networks and 3D Conditional Random Fields

Patrick Ferdinand Christ, Mohamed Ezzeldin A. Elshaer, Florian Ettlinger, Sunil Tatavarty, Marc Bickel, Patrick Bilic, Markus Rempfler, Marco Armbruster, Felix Hofmann, Melvin D'Anastasi, Wieland H. Sommer, Seyed-Ahmad Ahmadi, Bjoern H. Menze

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

Comments Accepted at MICCAI 2016. Source code available on https://github.com/IBBM/Cascaded-FCN

1701.08918 2017-02-01 cs.CV 83%

Feature Selection based on PCA and PSO for Multimodal Medical Image Fusion using DTCWT

Padmavathi K, Mahima Bhat, Maya V Karki

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

Comments 8 pages, 6 figures

1701.04355 2017-01-17 cs.LG stat.ML 83%

Classification of MRI data using Deep Learning and Gaussian Process-based Model Selection

Hadrien Bertrand, Matthieu Perrot, Roberto Ardon, Isabelle Bloch

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

Comments Accepted at ISBI 2017

1612.05362 2016-12-19 cs.CV 83%

Medical Image Synthesis with Context-Aware Generative Adversarial Networks

Dong Nie, Roger Trullo, Caroline Petitjean, Su Ruan, Dinggang Shen

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

1611.09769 2016-11-30 cs.CV 83%

Computer Aided Detection of Oral Lesions on CT Images

Shaikat Galib, Fahima Islam, Muhammad Abir, Hyoung-Koo Lee

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

1610.00320 2016-10-04 cs.CV 83%

Stacked Autoencoders for Medical Image Search

S. Sharma, I. Umar, L. Ospina, D. Wong, H. R. Tizhoosh

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

Comments To appear in proceedings of the 12th International Symposium on Visual Computing, December 12-14, 2016, Las Vegas, Nevada, USA

1610.00318 2016-10-04 cs.CV 83%

MinMax Radon Barcodes for Medical Image Retrieval

H. R. Tizhoosh, Shujin Zhu, Hanson Lo, Varun Chaudhari, Tahmid Mehdi

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

Comments To appear in proceedings of the 12th International Symposium on Visual Computing, December 12-14, 2016, Las Vegas, Nevada, USA

1609.02744 2016-09-12 cs.CV 83%

An Interactive Segmentation Tool for Quantifying Fat in Lumbar Muscles using Axial Lumbar-Spine MRI

Joseph Antony, Kevin McGuinness, Neil Welch, Joe Coyle, Andy Franklyn-Miller, Noel E. O'Connor, Kieran Moran

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

Journal ref IRBM 37(1), 11-22 (2016)

1001.3735 2016-09-08 cs.CV 83%

Gradient Based Seeded Region Grow method for CT Angiographic Image Segmentation

G. N. Harikrishna Rai, T. R. Gopalakrishnan Nair

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

Comments 6 pages, 8 figures

Journal ref InterJRI Computer Science and Networking, Volume 1, Issue 1, pp 1-6, 2009

1608.04381 2016-08-22 physics.med-ph cs.CV 83%

Automated Selection of Uniform Regions for CT Image Quality Detection

Maitham D Naeemi, Adam M Alessio, Sohini Roychowdhury

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

Comments 5 pages, 8 figures, Asilomar Conference on Signals, Systems, and Computers

1607.01092 2016-07-06 cs.CV 83%

Incorporating prior knowledge in medical image segmentation: a survey

Masoud S. Nosrati, Ghassan Hamarneh

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

Comments Survey paper, 30 pages

1607.00582 2016-07-05 cs.CV 83%

3D Deeply Supervised Network for Automatic Liver Segmentation from CT Volumes

Qi Dou, Hao Chen, Yueming Jin, Lequan Yu, Jing Qin, Pheng-Ann Heng

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

Comments Accepted to MICCAI 2016

1606.04797 2016-06-16 cs.CV 83%

V-Net: Fully Convolutional Neural Networks for Volumetric Medical Image Segmentation

Fausto Milletari, Nassir Navab, Seyed-Ahmad Ahmadi

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

1603.02447 2016-03-09 cs.CV 83%

A hybrid approach based segmentation technique for brain tumor in MRI Images

D. Anithadevi, K. Perumal

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

Comments Attended conference for this paper in NCNHCIIS 2015 at Gandhigram University. Published in AIRCC February 2016

1601.07014 2016-02-02 cs.CV 83%

Hough-CNN: Deep Learning for Segmentation of Deep Brain Regions in MRI and Ultrasound

Fausto Milletari, Seyed-Ahmad Ahmadi, Christine Kroll, Annika Plate, Verena Rozanski, Juliana Maiostre, Johannes Levin, Olaf Dietrich, Birgit Ertl-Wagner, Kai Bötzel, Nassir Navab

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

1512.07947 2015-12-29 cs.CV physics.med-ph stat.ME 83%

Sparse Reconstruction of Compressive Sensing MRI using Cross-Domain Stochastically Fully Connected Conditional Random Fields

Edward Li, Farzad Khalvati, Mohammad Javad Shafiee, Masoom A. Haider, Alexander Wong

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

Comments 9 pages

1504.03967 2015-09-17 cs.CV 83%

Deep convolutional networks for pancreas segmentation in CT imaging

Holger R. Roth, Amal Farag, Le Lu, Evrim B. Turkbey, Ronald M. Summers

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

Comments SPIE Medical Imaging conference, Orlando, FL, USA: SPIE Proceedings | Volume 9413 | Classification

Journal ref Proc. SPIE 9413, Medical Imaging 2015: Image Processing, 94131G (20 March 2015)

1507.01251 2015-07-07 cs.CV 83%

Autoencoding the Retrieval Relevance of Medical Images

Zehra Camlica, H. R. Tizhoosh, Farzad Khalvati

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

Comments To appear in proceedings of The 5th International Conference on Image Processing Theory, Tools and Applications (IPTA'15), Nov 10-13, 2015, Orleans, France

1002.1285 2015-05-18 cs.CV 83%

The Influence of Intensity Standardization on Medical Image Registration

Ulas Bagci, Jayaram K. Udupa, Li Bai

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

Comments SPIE Medical Imaging 2010 conference paper, and the complete version of this paper was published in Elsevier Pattern Recognition Letters, volume 31, 2010

1505.03093 2015-05-13 physics.med-ph cs.CV 83%

A new Level-set based Protocol for Accurate Bone Segmentation from CT Imaging

Manuel Pinheiro, J. L. Alves

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

Comments 11 pages, 24 figures

1503.07384 2015-03-26 cs.CV 83%

Compressed sensing MRI using masked DCT and DFT measurements

Elma Hot, Petar Sekulić

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

1501.03779 2015-01-16 cs.CV 83%

Computer-assisted polyp matching between optical colonoscopy and CT colonography: a phantom study

Holger R. Roth, Thomas E. Hampshire, Emma Helbren, Mingxing Hu, Roser Vega, Steve Halligan, David J. Hawkes

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

Comments This paper was presented at the SPIE Medical Imaging 2014 conference

Journal ref Proc. SPIE 9036, Medical Imaging 2014: Image-Guided Procedures, Robotic Interventions, and Modeling, 903609 (March 12, 2014)

1. 医学影像 22633 篇

Deep Supervision for Pancreatic Cyst Segmentation in Abdominal CT Scans

Early Experiences with Crowdsourcing Airway Annotations in Chest CT

Volume Calculation of CT lung Lesions based on Halton Low-discrepancy Sequences

Classification of Alzheimer's Disease Structural MRI Data by Deep Learning Convolutional Neural Networks

Airway segmentation from 3D chest CT volumes based on volume of interest using gradient vector flow

Joint Sequence Learning and Cross-Modality Convolution for 3D Biomedical Segmentation

ConvNet-Based Localization of Anatomical Structures in 3D Medical Images

Automated Unsupervised Segmentation of Liver Lesions in CT scans via Cahn-Hilliard Phase Separation

Automatic Liver and Lesion Segmentation in CT Using Cascaded Fully Convolutional Neural Networks and 3D Conditional Random Fields

Feature Selection based on PCA and PSO for Multimodal Medical Image Fusion using DTCWT

Classification of MRI data using Deep Learning and Gaussian Process-based Model Selection

Medical Image Synthesis with Context-Aware Generative Adversarial Networks

Computer Aided Detection of Oral Lesions on CT Images

Stacked Autoencoders for Medical Image Search

MinMax Radon Barcodes for Medical Image Retrieval

An Interactive Segmentation Tool for Quantifying Fat in Lumbar Muscles using Axial Lumbar-Spine MRI

Gradient Based Seeded Region Grow method for CT Angiographic Image Segmentation

Automated Selection of Uniform Regions for CT Image Quality Detection

Incorporating prior knowledge in medical image segmentation: a survey

3D Deeply Supervised Network for Automatic Liver Segmentation from CT Volumes

V-Net: Fully Convolutional Neural Networks for Volumetric Medical Image Segmentation

A hybrid approach based segmentation technique for brain tumor in MRI Images

Hough-CNN: Deep Learning for Segmentation of Deep Brain Regions in MRI and Ultrasound

Sparse Reconstruction of Compressive Sensing MRI using Cross-Domain Stochastically Fully Connected Conditional Random Fields

Deep convolutional networks for pancreas segmentation in CT imaging

Autoencoding the Retrieval Relevance of Medical Images

The Influence of Intensity Standardization on Medical Image Registration

A new Level-set based Protocol for Accurate Bone Segmentation from CT Imaging

Compressed sensing MRI using masked DCT and DFT measurements

Computer-assisted polyp matching between optical colonoscopy and CT colonography: a phantom study