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Computer-Aided Diagnosis 2017: Orlando, Florida, USA
- Samuel G. Armato III, Nicholas A. Petrick:
Medical Imaging 2017: Computer-Aided Diagnosis, Orlando, Florida, United States, 11-16 February 2017. SPIE Proceedings 10134, SPIE 2017, ISBN 9781510607132 - Front Matter: Volume 10134. 1013401
Pelvis
- Marshall Gordon, Lubomir M. Hadjiiski
, Kenny H. Cha
, Heang-Ping Chan
, Ravi Samala
, Richard H. Cohan
, Elaine M. Caoili:
Segmentation of inner and outer bladder wall using deep-learning convolutional neural network in CT urography. 1013402 - Kenny H. Cha
, Lubomir M. Hadjiiski
, Heang-Ping Chan
, Elaine M. Caoili, Richard H. Cohan
, Alon Z. Weizer, Ravi K. Samala
:
Computer-aided detection of bladder masses in CT urography (CTU). 1013403 - Kenny H. Cha
, Lubomir M. Hadjiiski
, Heang-Ping Chan
, Ravi K. Samala
, Richard H. Cohan
, Elaine M. Caoili, Chintana Paramagul, Ajjai Alva, Alon Z. Weizer:
Bladder cancer treatment response assessment using deep learning in CT with transfer learning. 1013404 - Yohannes K. Tsehay, Nathan S. Lay, Holger R. Roth
, Xiaosong Wang
, Jin Tae Kwak
, Baris Turkbey, Peter A. Pinto, Bradford J. Wood
, Ronald M. Summers:
Convolutional neural network based deep-learning architecture for prostate cancer detection on multiparametric magnetic resonance images. 1013405 - Antonio R. Porras
, Gemma Piella
, Wonsang You
, Catherine Limperopoulos, Marius George Linguraru:
Quantification of oxygen changes in the placenta from BOLD MR image sequences. 1013406
Lung I
- Sebastian Roberto Tarando, Catalin I. Fetita, Pierre-Yves Brillet
:
Cascade of convolutional neural networks for lung texture classification: overcoming ontological overlapping. 1013407 - Yiting Xie, Mary Salvatore, Shuang Liu, Artit C. Jirapatnakul
, David F. Yankelevitz, Claudia I. Henschke, Anthony P. Reeves:
Identification of early-stage usual interstitial pneumonia from low-dose chest CT scans using fractional high-density lung distribution. 1013408 - Sardar Hamidian, Berkman Sahiner, Nicholas Petrick, Aria Pezeshk:
3D convolutional neural network for automatic detection of lung nodules in chest CT. 1013409 - Ling Fu, Jingchen Ma
, Yacheng Ren, Youn Seon Han, Jun Zhao:
Automatic detection of lung nodules: false positive reduction using convolution neural networks and handcrafted features. 101340A - Nastaran Emaminejad
, Pechin Lo, Shahnaz Ghahremani, Grace H. Kim, Matthew S. Brown, Michael F. McNitt-Gray:
The effects of slice thickness and radiation dose level variations on computer-aided diagnosis (CAD) nodule detection performance in pediatric chest CT scans. 101340B - Ryosuke Kamesawa, Issei Sato, Shouhei Hanaoka, Yukihiro Nomura
, Mitsutaka Nemoto, Naoto Hayashi, Masashi Sugiyama
:
Lung lesion detection in FDG-PET/CT with Gaussian process regression. 101340C
Colon and GI
- Sander Klomp
, Fons van der Sommen
, Anne-Fré Swager, Svitlana Zinger, Erik J. Schoon, Wouter L. Curvers, Jacques J. Bergman
, Peter H. N. de With:
Evaluation of image features and classification methods for Barrett's cancer detection using VLE imaging. 101340D - Rie Tachibana, Janne J. Näppi, Toru Hironaka, Se Hyung Kim, Hiroyuki Yoshida:
Deep multi-spectral ensemble learning for electronic cleansing in dual-energy CT colonography. 101340E - Patrick Brandao, Evangelos B. Mazomenos
, Gastone Ciuti
, Renato Caliò, Federico Bianchi
, Arianna Menciassi, Paolo Dario, Anastasios Koulaouzidis
, Alberto Arezzo
, Danail Stoyanov
:
Fully convolutional neural networks for polyp segmentation in colonoscopy. 101340F - Kensuke Umehara
, Janne J. Näppi, Toru Hironaka, Daniele Regge
, Takayuki Ishida, Hiroyuki Yoshida:
Deep ensemble learning of virtual endoluminal views for polyp detection in CT colonography. 101340G - Janne J. Näppi
, Perry J. Pickhardt, David H. Kim, Toru Hironaka, Hiroyuki Yoshida:
Deep learning of contrast-coated serrated polyps for computer-aided detection in CT colonography. 101340H - Harmanpreet Singh, Lihong C. Li, Marc Jason Pomeroy, Perry J. Pickhardt, Matthew A. Barish
, Donald P. Harrington, Zhengrong Liang:
A study of oral contrast coating on the surface of polyps: an implication for computer-aided detection and classification of polyps. 101340I
Cardiac
- Ahmed H. Dallal
, Chirag Agarwal, Mohammad R. Arbabshirani, Aalpen Patel, Gregory J. Moore:
Automatic estimation of heart boundaries and cardiothoracic ratio from chest x-ray images. 101340K - Yiting Xie, Shuang Liu, Albert Miller, Jeffrey A. Miller, Steven Markowitz, Ali Akhund, Anthony P. Reeves:
Coronary artery calcification identification and labeling in low-dose chest CT images. 101340L - Xiuming Liu, Shice Wang, Yufeng Deng, Kuan Chen:
Coronary artery calcification (CAC) classification with deep convolutional neural networks. 101340M - Mohammadreza Negahdar, Mehdi Moradi, Nripesh Parajuli
, Tanveer F. Syeda-Mahmood:
Automatic extraction of disease-specific features from Doppler images. 101340N - Guang Yang, Xiahai Zhuang
, Habib Khan
, Shouvik Haldar
, Eva Nyktari, Lei Li
, Xujiong Ye
, Gregory G. Slabaugh
, Tom Wong
, Raad Mohiaddin, Jennifer Keegan, David N. Firmin:
Differentiation of pre-ablation and post-ablation late gadolinium-enhanced cardiac MRI scans of longstanding persistent atrial fibrillation patients. 101340O
Breast I
- Jun Wei, Heang-Ping Chan
, Mark A. Helvie, Marilyn A. Roubidoux, Chuan Zhou, Lubomir M. Hadjiiski
:
Radiomic modeling of BI-RADS density categories. 101340P - Juhun Lee
, Robert M. Nishikawa
, Ingrid S. Reiser, John M. Boone:
Neutrosophic segmentation of breast lesions for dedicated breast CT. 101340Q - Shuang Liu, Laurie R. Margolies, Yiting Xie, David F. Yankelevitz, Claudia I. Henschke, Anthony P. Reeves:
Fully automated breast density assessment from low-dose chest CT. 101340R - Andrew Oustimov, Aimilia Gastounioti, Meng-Kang Hsieh, Lauren Pantalone, Emily F. Conant, Despina Kontos:
Convolutional neural network approach for enhanced capture of breast parenchymal complexity patterns associated with breast cancer risk. 101340S - Ravi K. Samala
, Heang-Ping Chan
, Lubomir M. Hadjiiski
, Mark A. Helvie, Renaid B. Kim
:
Identifying key radiogenomic associations between DCE-MRI and micro-RNA expressions for breast cancer. 101340T - Benjamin Q. Huynh
, Natasha Antropova, Maryellen L. Giger:
Comparison of breast DCE-MRI contrast time points for predicting response to neoadjuvant chemotherapy using deep convolutional neural network features with transfer learning. 101340U
Liver and Abdomen
- Davide Boschetto, Enrico Grisan
:
Superpixel-based classification of gastric chromoendoscopy images. 101340W - Lior Gazit, Jayasree Chakraborty, Marc A. Attiyeh
, Liana Langdon-Embry, Peter J. Allen, Richard K. G. Do
, Amber L. Simpson:
Quantification of CT images for the classification of high- and low-risk pancreatic cysts. 101340X - Bogdan Dzyubak
, Kevin J. Glaser, Armando Manduca, Richard L. Ehman:
Automated liver elasticity calculation for 3D MRE. 101340Y - Qin Li, Benjamin P. Berman, Justin Schumacher
, Yongguang Liang, Marios A. Gavrielides, Hao Yang, Binsheng Zhao, Nicholas Petrick:
The effects of iterative reconstruction in CT on low-contrast liver lesion volumetry: a phantom study. 101340Z - Jayasree Chakraborty, Jian Zheng, Mithat Gönen, William R. Jarnagin, Ronald P. DeMatteo, Richard K. G. Do
, Amber L. Simpson:
Preoperative assessment of microvascular invasion in hepatocellular carcinoma. 1013410
Musculoskeletal and Dermatology
- Luca Minciullo, Jessie Thomson, Timothy F. Cootes
:
Combination of lateral and PA view radiographs to study development of knee OA and associated pain. 1013411 - Botao Deng, Anas Z. Abidin
, Adora M. D'Souza, Mahesh B. Nagarajan, Paola Coan
, Axel Wismüller:
Characterizing cartilage microarchitecture on phase-contrast x-ray computed tomography using deep learning with convolutional neural networks. 1013412 - Anas Z. Abidin
, John Jameson, Robert Molthen, Axel Wismüller:
Classification of micro-CT images using 3D characterization of bone canal patterns in human osteogenesis imperfecta. 1013413 - Md Mahmudur Rahman, Nuh Alpaslan
:
Automated melanoma recognition in dermoscopic images based on extreme learning machine (ELM). 1013414
Keynote and Reviewers' Choice
- Kyle J. Myers:
FDA's role in the innovation and evaluation of evolving CAD solutions (Conference Presentation). 1013415 - Gabriel Efrain Humpire Mamani
, Arnaud Arindra Adiyoso Setio, Bram van Ginneken
, Colin Jacobs
:
Organ detection in thorax abdomen CT using multi-label convolutional neural networks. 1013416 - Aimilia Gastounioti, Andrew Oustimov, Meng-Kang Hsieh, Lauren Pantalone, Emily F. Conant, Despina Kontos:
Mammographic phenotypes of breast cancer risk driven by breast anatomy. 1013417
Vessels
- Maaike A. Koenrades, Ella M. Struijs, Almar Klein, Henny Kuipers, Robert H. Geelkerken, Cornelis H. Slump:
Validation of an image registration and segmentation method to measure stent graft motion on ECG-gated CT using a physical dynamic stent graft model. 1013418 - Catalin I. Fetita, Thierry Fortemps de Loneux, Amélé Florence Kouvahe, Mostafa El Hajjam
:
Automatic detection and quantification of pulmonary arterio-venous malformations in hereditary hemorrhagic telangiectasia. 1013419 - Jiamin Liu, Le Lu
, Jianhua Yao
, Mohammadhadi Bagheri, Ronald M. Summers:
Pelvic artery calcification detection on CT scans using convolutional neural networks. 101341A - Renzo Phellan, Thomas Lindner, Alexandre X. Falcão
, Nils Daniel Forkert:
Vessel segmentation in 4D arterial spin labeling magnetic resonance angiography images of the brain. 101341B - Hamidreza Rajabzadeh-Oghaz, Nicole Varble
, Jason M. Davies, Ashkan Mowla
, Hakeem J. Shakir, Ashish Sonig, Hussain Shallwani, Kenneth V. Snyder, Elad I. Levy, Adnan H. Siddiqui, Hui Meng:
Computer-assisted adjuncts for aneurysmal morphologic assessment: toward more precise and accurate approaches. 101341C - Hirohisa Oda, Kanwal K. Bhatia, Masahiro Oda
, Takayuki Kitasaka, Shingo Iwano, Hirotoshi Honma, Hirotsugu Takabatake, Masaki Mori, Hiroshi Natori, Julia A. Schnabel
, Kensaku Mori
:
Hessian-assisted supervoxel: structure-oriented voxel clustering and application to mediastinal lymph node detection from CT volumes. 101341D
Breast II
- Thijs Kooi, Jan-Jurre Mordang, Nico Karssemeijer:
Conditional random field modelling of interactions between findings in mammography. 101341E - Karen Drukker
, Benjamin Q. Huynh, Maryellen L. Giger, Serghei Malkov, Jesús I. Ávila, Bo Fan, Bonnie N. Joe, Karla Kerlikowske, Jennifer S. Drukteinis, Leila Kazemi, Malesa M. Pereira
, John Shepherd
:
Deep learning and three-compartment breast imaging in breast cancer diagnosis. 101341F - Natasha Antropova, Benjamin Q. Huynh, Maryellen L. Giger:
Performance comparison of deep learning and segmentation-based radiomic methods in the task of distinguishing benign and malignant breast lesions on DCE-MRI. 101341G - Guy Amit, Rami Ben-Ari, Omer Hadad, Einat Monovich, Noa Granot, Sharbell Y. Hashoul:
Classification of breast MRI lesions using small-size training sets: comparison of deep learning approaches. 101341H - Bibo Shi, Lars J. Grimm
, Maciej A. Mazurowski, Jeffrey R. Marks, Lorraine M. King, Carlo C. Maley, Eun-Sil Shelley Hwang, Joseph Y. Lo:
Prediction of occult invasive disease in ductal carcinoma in situ using computer-extracted mammographic features. 101341I - Thijs Kooi, Nico Karssemeijer:
Deep learning of symmetrical discrepancies for computer-aided detection of mammographic masses. 101341J
Eye
- Teresa Araujo
, Ana Maria Mendonça
, Aurélio Campilho
:
Estimation of retinal vessel caliber using model fitting and random forests. 101341K - Ana Maria Mendonça
, Beatriz Remeseiro
, Behdad Dashtbozorg, Aurélio Campilho
:
Automatic and semi-automatic approaches for arteriolar-to-venular computation in retinal photographs. 101341L - Anastasia Levenkova, Arcot Sowmya, Michael Kalloniatis
, Angelica Ly
, Arthur Ho:
Automatic detection of diabetic retinopathy features in ultra-wide field retinal images. 101341M - Kedir M. Adal, Peter G. van Etten, Jose P. Martinez, Kenneth Rouwen, Koenraad A. Vermeer
, Lucas J. van Vliet
:
Detection of retinal changes from illumination normalized fundus images using convolutional neural networks. 101341N - Awais Mansoor, Ien Li
, Roger J. Packer, Robert A. Avery, Marius George Linguraru:
Joint deep shape and appearance learning: application to optic pathway glioma segmentation. 101341O
Brain
- David Paredes, Ashirbani Saha, Maciej A. Mazurowski:
Deep learning for segmentation of brain tumors: can we train with images from different institutions? 101341P - Hongwei Wen
, Yue Liu, Shengpei Wang, Zuoyong Li, Jishui Zhang, Yun Peng, Huiguang He
:
Multi-threshold white matter structural networks fusion for accurate diagnosis of Tourette syndrome children. 101341Q - Nathan Olliverre, Muhammad Asad, Guang Yang, Franklyn A. Howe, Gregory G. Slabaugh
:
Pairwise mixture model for unmixing partial volume effect in multi-voxel MR spectroscopy of brain tumour patients. 101341R - Xi Zhang, Qiang Tian, Yuxia Wu, Xiaopan Xu, Baojuan Li, Yi-Xiong Liu, Yang Liu, Hongbing Lu:
IDH mutation assessment of glioma using texture features of multimodal MR images. 101341S - Maciej A. Mazurowski, Kal Clark, Nicholas M. Czarnek
, Parisa Shamsesfandabadi, Katherine B. Peters
, Ashirbani Saha:
Radiogenomic analysis of lower grade glioma: a pilot multi-institutional study shows an association between quantitative image features and tumor genomics. 101341T - Niha G. Beig
, Jay Patel, Prateek Prasanna
, Sasan Partovi, Vinay Varadan, Anant Madabhushi
, Pallavi Tiwari:
Radiogenomic analysis of hypoxia pathway reveals computerized MRI descriptors predictive of overall survival in glioblastoma. 101341U - Jens Petersen, Martin Bendszus, Jürgen Debus, Sabine Heiland, Klaus H. Maier-Hein:
Effective user guidance in online interactive semantic segmentation. 101341V
Head and Neck
- Hansang Lee, Minseok Park, Junmo Kim:
Cephalometric landmark detection in dental x-ray images using convolutional neural networks. 101341W - Çaglar Senaras
, Aaron C. Moberly, Theodoros Teknos, Garth Essig, Charles Elmaraghy, Nazhat Taj-Schaal, Lianbo Yu, Metin N. Gurcan
:
Autoscope: automated otoscopy image analysis to diagnose ear pathology and use of clinically motivated eardrum features. 101341X - Mirek Janatka, Krishan S. Ramdoo, Taran Tatla, Krittin Pachtrachai, Daniel S. Elson
, Danail Stoyanov
:
Examining in vivo tympanic membrane mobility using smart phone video-otoscopy and phase-based Eulerian video magnification. 101341Y - Lubomir M. Hadjiiski
, Heang-Ping Chan
, Kenny H. Cha
, Ashok Srinivasan
, Jun Wei, Chuan Zhou, Mark Prince, Silvana Papagerakis
:
Radiomics biomarkers for accurate tumor progression prediction of oropharyngeal cancer. 101341Z - Ajay Patel, Sil C. van de Leemput, Mathias Prokop
, Bram van Ginneken
, Rashindra Manniesing
:
Automatic cerebrospinal fluid segmentation in non-contrast CT images using a 3D convolutional network. 1013420
Lung II
- Rafael Wiemker, Merlijn Sevenster, Heber MacMahon, Feng Li, Sandeep Dalal, Amir Tahmasebi, Tobias Klinder:
Automated assessment of imaging biomarkers for the PanCan lung cancer risk prediction model with validation on NLST data. 1013421 - Chuan Zhou, Heang-Ping Chan
, Jun Wei, Lubomir M. Hadjiiski
, Aamer Chughtai, Ella A. Kazerooni:
Quantitative analysis of CT attenuation distribution patterns of nodule components for pathologic categorization of lung nodules. 1013422 - Haeil Lee, Hansang Lee, Minseok Park, Junmo Kim:
Contextual convolutional neural networks for lung nodule classification using Gaussian-weighted average image patches. 1013423 - Xiuli Li, Yueying Kao
, Wei Shen, Xiang Li, Guotong Xie:
Lung nodule malignancy prediction using multi-task convolutional neural network. 1013424 - Matthew C. Hancock, Jerry F. Magnan:
Predictive capabilities of statistical learning methods for lung nodule malignancy classification using diagnostic image features: an investigation using the Lung Image Database Consortium dataset. 1013425 - Dongdong Yu, Yali Zang
, Di Dong, Mu Zhou, Olivier Gevaert
, Mengjie Fang, Jingyun Shi, Jie Tian:
Developing a radiomics framework for classifying non-small cell lung carcinoma subtypes. 1013426
PROSTATEx Challenge
- Andy Kitchen, Jarrel Seah:
Support vector machines for prostate lesion classification. 1013427 - Saifeng Liu
, Huaixiu Zheng, Yesu Feng, Wei Li:
Prostate cancer diagnosis using deep learning with 3D multiparametric MRI. 1013428 - Jarrel C. Y. Seah, Jennifer S. N. Tang, Andy Kitchen:
Detection of prostate cancer on multiparametric MRI. 1013429 - Alireza Mehrtash
, Alireza Sedghi, Mohsen Ghafoorian, Mehdi Taghipour, Clare M. Tempany, William M. Wells III, Tina Kapur, Parvin Mousavi
, Purang Abolmaesumi, Andriy Fedorov
:
Classification of clinical significance of MRI prostate findings using 3D convolutional neural networks. 101342A
Posters: Brain
- Fermín Segovia, Diego Salas-Gonzalez
, Juan Manuel Górriz, Javier Ramírez
, Francisco Jesús Martínez-Murcia
:
Analysis of 18F-DMFP-PET data using Hidden Markov Random Field and the Gaussian distribution to assist the diagnosis of Parkinsonism. 101342B - Noriyuki Takahashi, Toshibumi Kinoshita, Tomomi Ohmura, Eri Matsuyama, Hideto Toyoshima:
Automated method to compute Evans index for diagnosis of idiopathic normal pressure hydrocephalus on brain CT images. 101342C - Juan Manuel Górriz, Javier Ramírez
, Ignacio A. Illán
, Francisco Jesús Martínez-Murcia
, Fermín Segovia, Diego Salas-Gonzalez
, Andrés Ortiz
:
Case-based statistical learning applied to SPECT image classification. 101342D - Kaoutar Ben Ahmed
, Lawrence O. Hall, Dmitry B. Goldgof, Renhao Liu, Robert A. Gatenby:
Fine-tuning convolutional deep features for MRI based brain tumor classification. 101342E - Syeda Maryam, Laura McCrackin, Mark Crowley
, Yogesh Rathi, Oleg V. Michailovich:
Application of probabilistically weighted graphs to image-based diagnosis of Alzheimer's disease using diffusion MRI. 101342F - Krishna N. Keshavamurthy, Owen P. Leary
, Lisa H. Merck, Benjamin B. Kimia, Scott Collins
, David W. Wright, Jason W. Allen, Jeffrey F. Brock, Derek Merck:
Machine learning algorithm for automatic detection of CT-identifiable hyperdense lesions associated with traumatic brain injury. 101342G - Sahand Talai, Kai Boelmans, Jan Sedlacik, Nils Daniel Forkert:
Automatic classification of patients with idiopathic Parkinson's disease and progressive supranuclear palsy using diffusion MRI datasets. 101342H - Kevin P. Gaffney, Faranak Aghaei, James Battiste, Bin Zheng:
Automated detection and quantification of residual brain tumor using an interactive computer-aided detection scheme. 101342I - Mohammadhassan Izadyyazdanabadi, Evgenii Belykh
, Nikolay Martirosyan, Jennifer Eschbacher, Peter Nakaji, Yezhou Yang, Mark C. Preul:
Improving utility of brain tumor confocal laser endomicroscopy: objective value assessment and diagnostic frame detection with convolutional neural networks. 101342J - Javier Villafruela, Sebastian Crites, Bastian Cheng, Christian Knaack, Götz Thomalla
, Bijoy K. Menon, Nils Daniel Forkert:
Automatic classification of cardioembolic and arteriosclerotic ischemic strokes from apparent diffusion coefficient datasets using texture analysis and deep learning. 101342K - Linmin Pei
, Syed M. S. Reza, Wei Li, Christos Davatzikos
, Khan M. Iftekharuddin:
Improved brain tumor segmentation by utilizing tumor growth model in longitudinal brain MRI. 101342L
Posters: Breast
- Ricardo de Lima Thomaz, Pedro Cunha Carneiro, Ana Claudia Patrocinio:
Feature extraction using convolutional neural network for classifying breast density in mammographic images. 101342M - Patricia B. Ribeiro, João P. Papa, Roseli A. F. Romero:
An ensemble-based approach for breast mass classification in mammography images. 101342N - Chul Kyun Ahn
, Changyong Heo, Heongmin Jin, Jong Hyo Kim:
A novel deep learning-based approach to high accuracy breast density estimation in digital mammography. 101342O - Joseph Ryan Wong Sik Hee, Elaine F. Harkness, Soujanya Gadde, Yit Yoong Lim, Anthony J. Maxwell, D. Gareth Evans, Anthony Howell, Susan M. Astley:
Does the prediction of breast cancer improve using a combination of mammographic density measures compared to individual measures alone? 101342P - Xiangrong Zhou, Takuya Kano, Hiromi Koyasu, Shuo Li
, Xinxin Zhou, Takeshi Hara, Masayuki Matsuo, Hiroshi Fujita:
Automated assessment of breast tissue density in non-contrast 3D CT images without image segmentation based on a deep CNN. 101342Q - Vikrant Anilrao Karale, Sudipta Mukhopadhyay
, Tulika Singh, Niranjan Khandelwal, Anup K. Sadhu:
Automated detection of microcalcification clusters in mammograms. 101342R - Yuya Hiramatsu, Chisako Muramatsu, Hironobu Kobayashi, Takeshi Hara, Hiroshi Fujita:
Automated detection of masses on whole breast volume ultrasound scanner: false positive reduction using deep convolutional neural network. 101342S - Karem D. Marcomini, Eduardo F. C. Fleury
, Vilmar M. Oliveira, Antonio A. O. Carneiro
, Homero Schiabel
, Robert M. Nishikawa
:
Agreement between a computer-assisted tool and radiologists to classify lesions in breast elastography images. 101342T - Helder Cesar Rodigues de Oliveira
, Diego R. Moraes, Gustavo A. Reche, Lucas R. Borges, Juliana H. Catani, Nestor de Barros, Carlos F. E. Melo, Adilson Gonzaga
, Marcelo Andrade da Costa Vieira
:
A new texture descriptor based on local micro-pattern for detection of architectural distortion in mammographic images. 101342U - Kalyani P. Nair, Elaine F. Harkness, Soujanya Gadde, Yit Yoong Lim, Anthony J. Maxwell, Emmanouil Moschidis, Philip Foden, Jack Cuzick, Adam Brentnall, D. Gareth Evans, Anthony Howell, Susan M. Astley:
The impact of using weight estimated from mammographic images vs. self-reported weight on breast cancer risk calculation. 101342V - Qingliang Li, Weili Shi, Huamin Yang, Huimao Zhang, Guoxin Li, Tao Chen, Kensaku Mori
, Zhengang Jiang:
Computer-aided diagnosis of mammographic masses using geometric verification-based image retrieval. 101342W - Bibo Shi, Lars J. Grimm
, Maciej A. Mazurowski, Jeffrey R. Marks, Lorraine M. King, Carlo C. Maley, Eun-Sil Shelley Hwang, Joseph Y. Lo:
Can upstaging of ductal carcinoma in situ be predicted at biopsy by histologic and mammographic features? 101342X
Posters: Cardiac
- Liset Vázquez Romaguera, Marly Guimarães Fernandes Costa, Francisco Perdigón Romero, Cicero Ferreira Fernandes Costa Filho:
Left ventricle segmentation in cardiac MRI images using fully convolutional neural networks. 101342Z - Fátima L. S. Nunes
, Leila C. C. Bergamasco
, Pedro Henrique Morais Delmondes, Miguel A. Galarreta-Valverde
, Marcel P. Jackowski:
A novel 3D shape descriptor for automatic retrieval of anatomical structures from medical images. 1013430 - Douglas P. Perrin
, Alejandra Bueno, Andrea Rodriguez, Gerald R. Marx, Pedro J. del Nido:
Application of convolutional artificial neural networks to echocardiograms for differentiating congenital heart diseases in a pediatric population. 1013431 - Lin Cong, Luan Jiang, Gang Chen, Qiang Li:
Fully automated calculation of cardiothoracic ratio in digital chest radiographs. 1013432
Posters: Colon and GI
- Noha M. Ghatwary
, Amr Ahmed
, Xujiong Ye
, Hamid Abdullah Jalab:
Automatic grade classification of Barretts Esophagus through feature enhancement. 1013433 - Marc Jason Pomeroy, Lihong C. Li, Hao Han, Xinzhou Wei, Perry J. Pickhardt, Zhengrong Liang:
False positive reduction for wall thickness-based detection of colonic flat polyps via CT colonography. 1013434 - Huafeng Wang, Lihong C. Li, Xinzhou Wei, Wanquan Liu
, Yuehai Wang, Zhengrong Liang:
A new framework for detection of initial flat polyp candidates based on a dual level set competition model. 1013435 - Radin A. Nasirudin, Janne J. Näppi, Toru Hironaka, Rie Tachibana, Hiroyuki Yoshida:
Electronic cleansing for CT colonography using spectral-driven iterative reconstruction. 1013436
Posters: Eye
- Behdad Dashtbozorg, Jiong Zhang
, Samaneh Abbasi-Sureshjani, Fan Huang, Bart M. ter Haar Romeny
:
Retinal health information and notification system (RHINO). 1013437 - Ryusuke Watanabe, Chisako Muramatsu, Kyoko Ishida, Akira Sawada, Yuji Hatanaka, Tetsuya Yamamoto, Hiroshi Fujita:
Automated detection of nerve fiber layer defects on retinal fundus images using fully convolutional network for early diagnosis of glaucoma. 1013438 - John M. Irvine, Nastaran Ghadar, Steve Duncan, David Floyd, David O'Dowd, Kristie Lin, Tom Chang:
Inferring diagnosis and trajectory of wet age-related macular degeneration from OCT imagery of retina. 1013439 - Meysam Tavakoli, Mahdieh Nazar, Alireza Mehdizadeh
:
Effect of two different preprocessing steps in detection of optic nerve head in fundus images. 101343A - Min He, Weifang Zhu, Xinjian Chen
:
Retinal SD-OCT image-based pituitary tumor screening. 101343B
Posters: Head and Neck
- Tatsumasa Fukui, Kanade Kita, Hiromasa Kamemoto, Wataru Nishiyama, Hiroyasu Yoshida, Yukihiro Iida, Akitoshi Katsumata, Chisako Muramatsu, Hiroshi Fujita:
Evaluation of age-related changes with cross-sectional CT imaging of teeth. 101343C - Mrityunjoy Chakraborty, Rahul Das Gupta, Sudipta Mukhopadhyay
, Nishat Anjum, Santanu Patsa, Jay G. Ray:
An introductory analysis of digital infrared thermal imaging guided oral cancer detection using multiresolution rotation invariant texture features. 101343D - Yuma Miki, Chisako Muramatsu, Tatsuro Hayashi, Xiangrong Zhou, Takeshi Hara, Akitoshi Katsumata, Hiroshi Fujita:
Tooth labeling in cone-beam CT using deep convolutional neural network for forensic identification. 101343E - Min Jin Lee, Helen Hong, Kyu Won Shim, Yong Oock Kim:
Computer-assisted quantification of the skull deformity for craniosynostosis from 3D head CT images using morphological descriptor and hierarchical classification. 101343F
Posters: Liver and Abdomen
- Yunzhi Wang, Yuchen Qiu, Theresa C. Thai, Kathleen N. Moore, Hong Liu, Bin Zheng:
Applying a deep learning based CAD scheme to segment and quantify visceral and subcutaneous fat areas from CT images. 101343G - Liyuan Zhang, Huamin Yang, Weili Shi, Yu Miao, Qingliang Li, Fei He, Wei He, Yanfang Li, Huimao Zhang, Kensaku Mori
, Zhengang Jiang:
An improved method for pancreas segmentation using SLIC and interactive region merging. 101343H - Elanchezhian Somasundaram, Robert Kaufman
, Samuel Brady:
Advancements in automated tissue segmentation pipeline for contrast-enhanced CT scans of adult and pediatric patients. 101343I - Uyen N. Hoang, Ashkan A. Malayeri, Nathan S. Lay, Ronald M. Summers, Jianhua Yao
:
Texture analysis of common renal masses in multiple MR sequences for prediction of pathology. 101343J - Yuan Zhao, Xinyao Cheng, Mingyue Ding:
The effects of TIS and MI on the texture features in ultrasonic fatty liver images. 101343K
Posters: Lung
- Wenqing Sun, Bin Zheng, Xia Huang, Wei Qian:
Balance the nodule shape and surroundings: a new multichannel image based convolutional neural network scheme on lung nodule diagnosis. 101343L - Wenqing Sun, Xia Huang, Tzu-Liang Bill Tseng, Wei Qian:
Automatic lung nodule graph cuts segmentation with deep learning false positive reduction. 101343M - Guilherme Aresta
, António Cunha
, Aurélio Campilho
:
Detection of juxta-pleural lung nodules in computed tomography images. 101343N - Gergely Gy. Orbán, Gábor Horváth:
Kernel descriptors for chest x-ray analysis. 101343O - Donghoon Lee, Ye-seul Kim, Sunghoon Choi, Haenghwa Lee, Byungdu Jo, Seungyeon Choi, Jungwook Shin, Hee-Joung Kim:
A feasibility study of automatic lung nodule detection in chest digital tomosynthesis with machine learning based on support vector machine. 101343P - Fangfang Han, Bowen Song, He Ma, Wei Qian, Zhengrong Liang:
Risk prediction of small pulmonary nodules based on novel CT image texture markers. 101343Q - Jiangdian Song, Yali Zang
, Weimin Li, Wenzhao Zhong, Jingyun Shi, Di Dong, Mengjie Fang
, Zaiyi Liu, Jie Tian:
Development and validation of a radiomics nomogram for progression-free survival prediction in stage IV EGFR-mutant non-small cell lung cancer. 101343R - Qier Meng, Takayuki Kitasaka, Masahiro Oda
, Kensaku Mori
:
Airway extraction from 3D chest CT volumes based on iterative extension of VOI enhanced by cavity enhancement filter. 101343S - Ashis Kumar Dhara, Sudipta Mukhopadhyay
, Shrikant A. Mehre, Niranjan Khandelwal, Nidhi Prabhakar, Mandeep Garg
, Naveen Kalra:
A study of retrieval accuracy of pulmonary nodules based on external attachment. 101343T - Jatindra Kumar Dash
, Mandar Kale, Sudipta Mukhopadhyay
, Niranjan Khandelwal, Nidhi Prabhakar, Mandeep Garg
, Naveen Kalra:
An experimental study of interstitial lung tissue classification in HRCT images using ANN and role of cost functions. 101343U - Shusheng Li, Liansheng Wang, Shuo Li
:
Volume calculation of CT lung lesions based on Halton low-discrepancy sequences. 101343V - Hongxia Hao, Zhiguo Zhou, Jing Wang:
Distant failure prediction for early stage NSCLC by analyzing PET with sparse representation. 101343W - Peirui Bai, Jayaram K. Udupa, Yubing Tong, Shipeng Xie, Drew A. Torigian:
Automatic thoracic body region localization. 101343X - Ricardo S. Avila, Artit C. Jirapatnakul
, Raja Subramaniam, David F. Yankelevitz:
A new method for predicting CT lung nodule volume measurement performance. 101343Y - Rachael N. Affenit, Erik R. Barns, Jacob D. Furst, Alexander Rasin, Daniela Stan Raicu:
Building confidence and credibility into CAD with belief decision trees. 101343Z
Posters: Musculoskeletal and Dermatology
- Amir Bar, Lior Wolf, Orna Bergman Amitai, Eyal Toledano, Eldad Elnekave:
Compression fractures detection on CT. 1013440 - Gaia Rizzo, Matteo Tonietto
, Marco Castellaro
, Bernd Raffeiner, Alessandro Coran
, Ugo Fiocco, Roberto Stramare
, Enrico Grisan
:
Detection of a slow-flow component in contrast-enhanced ultrasound of the synovia for the differential diagnosis of arthritis. 1013441 - Naoki Kamiya
, Kosuke Ieda, Xiangrong Zhou, Megumi Yamada, Hiroki Kato, Chisako Muramatsu, Takeshi Hara, Toshiharu Miyoshi, Takashi Inuzuka, Masayuki Matsuo, Hiroshi Fujita:
Automated analysis of whole skeletal muscle for muscular atrophy detection of ALS in whole-body CT images: preliminary study. 1013442 - Xiaoxu He, Mark Landis, Stephanie Leung, James Warrington, Olga Shmuilovich
, Shuo Li
:
Automated grading of lumbar disc degeneration via supervised distance metric learning. 1013443 - Shuang Liu, Yiting Xie, Anthony P. Reeves:
Individual bone structure segmentation and labeling from low-dose chest CT. 1013444 - Carlos D. Luna-Gómez, Laura A. Zanella-Calzada, Miguel A. Acosta-García, Jorge I. Galván-Tejada, Carlos Eric Galván-Tejada
, José M. Celaya-Padilla
:
Can multivariate models based on MOAKS predict OA knee pain? Data from the Osteoarthritis Initiative. 1013445 - Yunxiang Mao, Dong Zheng, Shu Liao, Zhigang Peng, Ruyi Yan, Junhua Liu, Zhongxing Dong, Liyan Gong, Xiang Sean Zhou, Yiqiang Zhan, Jun Fei:
Automatic lumbar spine measurement in CT images. 1013446 - Mona Sharifi Sarabi, Diane Villaroman, Joel Beckett, Mark Attiah, Logan Marcus, Christine S. Ahn, Diana Babayan, Bilwaj Gaonkar, Luke Macyszyn, Cauligi S. Raghavendra:
Automatic vertebral bodies detection of x-ray images using invariant multiscale template matching. 1013447 - Amruta Kulkarni, Akshita Raina, Mona Sharifi Sarabi, Christine S. Ahn, Diana Babayan, Bilwaj Gaonkar, Luke Macyszyn, Cauligi S. Raghavendra:
Automatic segmentation of lumbar vertebrae in CT images. 1013448
Posters: Pelvis
- Gopichandh Danala
, Yunzhi Wang, Theresa C. Thai, Camille Gunderson, Katherine Moxley, Kathleen N. Moore, Robert S. Mannel, Hong Liu, Bin Zheng, Yuchen Qiu:
Apply radiomics approach for early stage prognostic evaluation of ovarian cancer patients: a preliminary study. 1013449 - Mingquan Lin
, Weifu Chen, Mingbo Zhao, Eli Gibson
, Matthew Bastian-Jordan, Derek W. Cool, Zahra Kassam
, Tommy W. S. Chow, Aaron D. Ward
, Bernard Chiu
:
Prostate lesion detection and localization based on locality alignment discriminant analysis. 101344A
Posters: Vessels
- Anthony J. Winder
, Susanne Siemonsen, Fabian Flottmann, Jens Fiehler, Nils Daniel Forkert:
Comparison of classification methods for voxel-based prediction of acute ischemic stroke outcome following intra-arterial intervention. 101344B - Ahmed S. Maklad
, Mikio Matsuhiro, Hidenobu Suzuki
, Yoshiki Kawata, Noboru Niki, Mitsuo Shimada, Gen Iinuma:
A hybrid 3D region growing and 4D curvature analysis-based automatic abdominal blood vessel segmentation through contrast enhanced CT. 101344C - C. D. N. Porto, Cicero F. F. Costa Filho, Maysa M. G. Macedo, Marco A. Gutierrez
, Marly Guimarães Fernandes Costa:
Classification of bifurcations regions in IVOCT images using support vector machine and artificial neural network models. 101344D - Bruno R. N. Matheus, B. S. Centurion, Izabel Regina Fischer Rubira-Bullen
, Homero Schiabel
:
Evaluation of a processing scheme for calcified atheromatous carotid artery detection in face/neck CBCT images. 101344E
PROSTATEx Challenge (cont.)
- Quan Chen
, Xiang Xu, Shiliang Hu, Xiao Li, Qing Zou, Yunpeng Li:
A transfer learning approach for classification of clinical significant prostate cancers from mpMRI scans. 101344F
Digital Mammography DREAM Challenge
- Berkman Sahiner:
Digital Mammography DREAM Challenge Overview (Conference Presentation). 101344I - Yaroslav Nikulin:
Digital Mammography DREAM Challenge: Participant Experience 1 (Conference Presentation). 101344J - José Costa Pereira:
Digital Mammography DREAM Challenge: Participant Experience 2 (Conference Presentation). 101344K

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