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RSNA

2010

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SCIENTIFIC PAPERS

Title: Computer-aided Detection of Hepatocellular Carcinoma in Multiphase Contrast-enhanced Hepatic CT

Author List: J Xu, PhD, Chicago, IL; K Suzuki, PhD; M Hori, MD; A Oto, MD; R L Baron, MD

Paper Session Scheduled For: Tue Nov 30 2010 ROOM S403A

Session Name: SSG13-01 - Physics (CAD: Colonography and Abdomen)

Session Time: 10:30 AM - 12:00 PM, Presentation Time: 10:30AM - 10:40AM

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Title: Computer-aided Differentiation (CADf) between Hepatocellular Carcinoma and Hemangioma in Contrast-enhanced Hepatic CT by Means of Machine-Learning Regression with 3D Features on Watershed-Segmented Volumes

Author List: K Suzuki, PhD, Chicago, IL; R M Kohlbrenner, BS; J Kuo, MD; M Hori, MD; A Oto, MD; R L Baron, MD

Paper Session Scheduled For: Tue Nov 30 2010 ROOM S403A

Session Name: SSG13-05 - Physics (CAD: Colonography and Abdomen)

Session Time: 10:30 AM - 12:00 PM, Presentation Time: 11:10AM - 11:20AM

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Title: Computer-aided Detection (CADe) of Flat Lesions in CT Colonography (CTC) by Means of a Spinning-Tangent Technique

Author List: K Suzuki, PhD, Chicago, IL; I Sheu; E Kawaler, BA; F Ferraro; D C Rockey, MD; A H Dachman, MD

Paper Session Scheduled For: Tue Nov 30 2010 ROOM S403A

Session Name: SSG13-07 - Physics (CAD: Colonography and Abdomen)

Session Time: 10:30 AM - 12:00 PM, Presentation Time: 11:30AM - 11:40AM

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Title: Observer Performance Study: Effect of Computer-aided Detection (CADe) on the Performance of Expert Radiologists in Detection of gDifficulth Polyps in CT Colonography (CTC) in a Multicenter Clinical Trial

Author List: K Suzuki, PhD, Chicago, IL; M Hori, MD; G Iinuma, MD, PhD; A C Friedman, MD; A H Dachman, MD

Paper Session Scheduled For: Tue Nov 30 2010 ROOM S403A

Session Name: SSG13-09 - Physics (CAD: Colonography and Abdomen)

Session Time: 10:30 AM - 12:00 PM, Presentation Time: 11:50AM - 12:00PM

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Title: CT Liver Volumetry: Effects of Slice Thickness on Volume Calculation— Can 3D Isotropic CT Data Improve the Accuracy?

Author List: M Hori, MD, Suita, Osaka JAPAN; K Suzuki, PhD; M L Epstein, MS; R L Baron, MD

Paper Session Scheduled For: Fri Dec 03 2010 ROOM E350

Session Name: SST04-07 - Gastrointestinal (Advanced Abdominal CT Imaging Technique)

Session Time: 10:30 AM - 12:00 PM, Presentation Time: 11:30AM - 11:40AM

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Title: Improved Computerized Detection of Lung Nodules in Chest Radiographs by Means of gVirtual Dual-Energyh Radiography

Author List: S Chen, Chicago, IL; K Suzuki, PhD; H Macmahon, MD

Paper Session Scheduled For: Mon Nov 29 2010 ROOM S404CD

Session Name: SSE06-01 - Chest (Digital Radiography and Tomosynthesis)

Session Time: 03:00 PM - 04:00 PM, Presentation Time: 3:00PM - 3:10PM

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SCIENTIFIC POSTER

Title: A Computer-aided Diagnostic Scheme for Lung Nodule Detection in Chest Radiographs by Means of Two Stage Nodule-enhancement and Support Vector Classification

Author List: S Chen, Chicago, IL; K Suzuki, PhD; H Macmahon, MD

Paper Session Scheduled For: Tue Nov 30 2010 ROOM S403A

Session Name: LL-PHS-TH1A – Physics

 

2009
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SCIENTIFIC PAPERS

Title: Computer-aided Early Detection of Hepatocellular Carcinoma in Contrast-enhanced Hepatic CT by Use of Watershed Segmentation and Morphologic and Texture Analysis

Author List: K Suzuki, R M Kohlbrenner, Z Grelewicz, E H Ng, M Hori, and R L Baron

Paper Session Scheduled For: Sun Nov 29, Room: S403B

Session Name: SSA19 - Physics (CAD: Thoracic, Abdominal, and Vascular)

Session Time: 10:45AM - 12:15PM, Presentation Time: 11:55AM -12:05PM

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Title: Enhanced Digital Chest Radiography: Temporal Subtraction Combined with "Virtual Dual-Energy" Technology for Improved Conspicuity of Growing Cancers and Other Pathologic Changes

Author List: K Suzuki, S G Armato, R Engelmann, P Caligiuri, and H MacMahon

Paper Session Scheduled For: Tue Dec 01, Room: S404CD

Session Name: SSG03 - Chest (Emerging Technologies)

Session Time: 10:30AM - 12:00PM, Presentation Time: 10:30AM - 10:40AM

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EDUCATIONAL EXHIBITS

Title: Can CAD Help Improve the Performance of Radiologists in Detection of gDifficulth Polyps in CT Colonography?

Author List: K Suzuki, M Hori, I Sheu, J Xu, S Chen, E G McFarland, G Iinuma, A C Friedman, D C Rockey, and A H Dachman Space Number: LL-GI3751 (Gastrointestinal)

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2008
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SCIENTIFIC PAPERS

Title: MTANN CAD for Detection of Flat Lesions in CT Colonography in a Multicenter Clinical Trial

Author List: K Suzuki, I Sheu, J Zhang, M Hori, D C Rockey, and A H Dachman

Paper Session Scheduled For: Wednesday, December 03, Room: S404AB

Session Time: 3:00PM- 4:00PM, Presentation Time: 3:00PM

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Title: Fully Automated Measurement of Polyp Volume in CT Colonography Using 3D Volume-growing and Sub-voxel Refinement Techniques

Author List: K Suzuki, M L Epstein, J Kuo, P R Obara, D C Rockey, A H Dachman

Paper Session Scheduled For: Tuesday November 27, Room: S404AB

Session Time: 3:00PM- 4:00PM, Presentation Time: 3:10PM

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Title: Comparison of 2D and 3D Views for Measurement and Conspicuity of Flat Lesions in CT Colonography

Author List: A Lostumbo, A H Dachman, K Suzuki, J Tsai, and C Wanamaker

Paper Session Scheduled For: Friday, December 05, Room: E450B

Session Time: 10:30AM- 12:00PM, Presentation Time: 10:40AM

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EDUCATIONAL EXHIBITS

Title: Automated CT Liver Volumetrics: How and Why?

Author List: K Suzuki, A M Obajuluwa, M L Epstein, M Hori, A Oto, R L Baron, et al.

Space Number: LL-GI4966 (Gastrointestinal)

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Title: Problems in Characterizing Benign versus Malignant Liver Tumors: Optimizing Diagnosis and Potential Role for Computer-aided Diagnosis (CAD) of Liver CT

Author List: M Hori, K Suzuki, R M Kohlbrenner, Z Grelewicz; A Oto, R L Baron

Space Number: LL-GI3163 (Gastrointestinal)

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Title: Integrated CAD System for Detection of Flat Lesions and Automated Volume Measurement of Polyps in CT Colonography for Prevention of Perceptual and Measurement Errors

Author List: K Suzuki, I Sheu, M L Epstein, P R Obara, D C Rockey, A H Dachman, et al.

Space Number: LL-PH1151 (Physics)

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Title: Enhanced Digital Chest Radiography: Temporal Subtraction and Virtual Dual-energy Chest Radiography for Improved Conspicuity of Growing Cancers and Other Pathologic Changes

Author List: K Suzuki, S G Armato, R Engelmann, S Garg, P Caligiuri, H M MacMahon

Space Number: LL-PH1152 (Physics)

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SESSION CHAIR

3-Dec-08 (Wed) 3:00PM- 4:00PM S404AB

Physics (Colon CAD/Coronary Tracking), SSM23

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2007
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SCIENTIFIC PAPERS

Title: Detection of Pulmonary Nodules on Chest Radiographs: Effect of rib suppression by means of massive training artificial neural network (MTANN) on performance of radiologists

Author List: S Oda, K Awai, K Suzuki, L He, H MacMahon, Y Yamashita

Paper Session Scheduled For: Tuesday November 27, Room: S501ABC

Session Time: 10:30AM - 12:00PM, Presentation Time: 10:50AM - 11:00AM

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Title: Computerized assessment of calcified plaques in cardiac CT Images

Author List: M T King, M L Giger, K Suzuki, D M Bardo, B M Greenberg, X Pan, et al.

Paper Session Scheduled For: Tuesday November 27, Room: S401AB

Session Time: 10:30AM - 12:00PM, Presentation Time: 10:40AM - 10:50AM

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Title: Performance of a CAD scheme incorporating a massive-training artificial neural network (MTANN) for detection of polyps in false-negative CT colonography cases in a large multicenter clinical trial

Author List: K Suzuki, J Verceles, S Khankari, A Lostumbo, D C Rockey, A H Dachman

Paper Session Scheduled For: Thursday November 29, Room: S401AB

Session Time: 10:30AM - 12:00PM, Presentation Time: 10:40AM - 10:50AM

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EDUCATIONAL EXHIBITS

Title: Advanced CAD system incorporating a 3D massive-training artificial neural network (MTANN) for detection of gmissedh polyps in CT colonography in a large multicenter clinical trial

Author List: K Suzuki, J Verceles, S Khankari,  A Lostumbo, D C Rockey, A H Dachman

Space Number: LL-GI5029 (Gastrointestinal)

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Title: Usefulness of gvirtual dual-energy radiography (VDER)h for improving conspicuity of nodules and other pathologic changes by means of rib suppression in standard and temporally subtracted chest radiographs

Author List: K Suzuki, S G Armato, L He, R Engelmann, P Caliguiri, H M MacMahon

Space Number: LL-PH5171 (Physics)

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SESSION CHAIR

30-Nov-07 (Fri) 10:30 AM - 12:00 PM S401AB

Physics (CAD: Prostate, Liver, Brain, Other)

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2006
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SCIENTIFIC PAPERS

Title: Mixture of Expert 3D Massive-training Artificial Neural Networks for Reduction of Multiple Types of False Positives in Computer-aided Detection of Polyps in CT Colonography

Author List: Kenji Suzuki, PhD, H Yoshida, J J Nappi, S G. Armato, A H Dachman

Paper Session Scheduled For: Tuesday November 28, Room: S401CD

Session Time: 3:00 - 4:00 PM, Presentation Time: 3:10 PM

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Title: Development of a Sequential Combination of Massive-training Artificial Neural Networks (MTANNs) to Construct a New Type of Computer-aided Diagnostic (CAD) Scheme for Detection of Lung Cancer in CT

Author List: Kenji Suzuki, PhD, F Li, H MacMahon, K Doi

Paper Session Scheduled For: Friday December 1, Room: S401CD

Session Time: 10:30 - 12:00 PM, Presentation Time: 10:40 AM

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EDUCATIONAL EXHIBITS

Title: Three-dimensional Massive Training Artificial Neural Network (MTANN) in CT Colonography: Applications to Computer-aided Detection (CAD) of Polyps

Author List: Kenji Suzuki, PhD, H Yoshida, J J Nappi, A H Dachman

Space Number: LL-PH5151

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Title: Advanced CAD System Based on 3D Massive-training Artificial Neural Network (MTANN) for Detection and Classification of Lung Nodules in CT

Author List: Kenji Suzuki, PhD, F Li, R Engelmann, H MacMahon, K Doi

Space Number: LL-IN3060

       (Awarded Certificate of Merit Award)  

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Title: Virtual Dual-Energy Radiography: Improved Chest Radiographs by Means of Rib Suppression Based on a Massive Training Artificial Neural Network (MTANN)

Author List: Kenji Suzuki, PhD, R Engelmann, H MacMahon, K Doi

Space Number: LL-PH5150

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Title: Causes of Error in CT Colonography

Author List: A H Dachman, MD, T Doshi, BS, D Rusinak, MD, R A Halvorsen, MD, D C Rockey, MD, K Suzuki, PhD

Category: Gastrointestinal: GI Tract/General Radiology

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SESSION CHAIR

28-Nov-06 (Tue) 3:00 - 4:00 PM S401CD

Physics (Colon Computer-aided Diagnosis) (SSJ18)

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2005
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EDUCATIONAL EXHIBITS

1489BP-e (Physics)

Kenji Suzuki, PhD, F Li, H MacMahon, K Doi: Improved Chest Radiographs with Rib Suppression by Means of Massive Training Artificial Neural Network (MTANN)

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2262CE-e (Chest)

Feng Li, MD, K Suzuki, R Engelmann, S Sone, H MacMahon, K Doi: Computer-aided Diagnosis for Distinguishing Benign Nodules from Early Lung Cancers on Low-dose CT

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9105 DS-i

Kenji Suzuki, PhD, F Li, R Engelman, H MacMahon, K Doi: Advanced CAD Schemes Based on Massive Training Artificial Neural Network (MTANN) for Detection and Classification of Lung Nodules in Thoracic CT and Chest Radiography (Monday, 11/28 12:00 PM - 12:20 PM infoRAD Theater)

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9106 DS-i

Chisako Muramatsu, BS, Q Li, R A Schmidt, K Suzuki, G M Newstead, K Doi, J Shiraishi, R Engelmann: Usefulness of Similar Images for Distinction between Benign and Malignant Lesions on Mammograms: Effect of Subjective Similarity Determined by Breast Radiologists (Sunday, 11/27 1:00 PM - 1:20 PM infoRAD Theater)

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SCIENTIFIC PAPERS

29-Nov-05 Physics 3:00 - 4:00 PM S401CD

3:20 PM Kenji Suzuki, PhD, F Li, H MacMahon, K Doi: Distinction between Lung Cancers and False-positive Benign Nodules on Low-dose CT in Screening by Means of Massive Training Artificial Neural Network

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3:40 PM Kenji Suzuki, PhD, Q Li, F Li, H MacMahon, K Doi: Reduction of False Positives in CAD Scheme for Detection of Lung Nodules on MDCT Using 3D Massive Training Artificial Neural Network

30-Nov-05 Physics 10:30 - 12:00 PM S401CD

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11:50 AM Kenji Suzuki, PhD, H Yoshida, J J Nappi, S G Armato, A H Dachman: False-positive Reduction in Computer-aided Detection of Polyps in CT Colonography Based on Multiple Massive Training Artificial Neural Networks

30-Nov-05 Physics 3:00 - 4:00 PM S401CD

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3:30 PM Kenji Suzuki, PhD, F Li, H MacMahon, K Doi: Differentiation of Malignant Nodules from Benign Nodules in Thoracic High-Resolution CT (HRCT) by Use of a Massive Training Artificial Neural Network

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SESSION CHAIR

29-Nov-05 (Tue) 3:00 - 4:00 PM S401CD

Physics (Computer-aided Detection with CT: Lung Nodules I) (SSJ18)

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2004
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EDUCATIONAL EXHIBITS

0047PH-CE-e (Computer Exhibit)
C Muramatsu, Q Li, R A Schmidt, K Suzuki, G M Newstead, K Doi, et al.:
Usefulness of Similar Images for Distinction between Benign and Malignant Lesions in Mammograms: Determination of Similarity between Pairs of Mammographic Lesions

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2465-CH-e (Chest)
J Shiraishi, F Li, Q Li, K Suzuki, H MacMahon, K Doi, et al.:
Recent Progress in Computer-aided Diagnosis (CAD) for Chest Radiology: Interactive Demonstration of Computerized Schemes for Lung Cancer Detection on Low-dose CT and Digital Chest Radiographs

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SCIENTIFIC PAPERS

10:45 AM, S401AB, Physics
K Suzuki, F Li, J Shiraishi, Q Li, H MacMahon, K Doi:
Analysis of Radiologistsf Responses with CAD in the Distinction between Malignant and Benign Pulmonary Nodules on High-Resolution CT

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10:55 AM, S401AB, Physics
J Shiraishi, K Suzuki, Q Li, R Engelmann, S Katsuragawa, K Doi: Computer-aided Detection of Lung Nodules on Chest Radiographs: Evaluation with a Large Scale Image Database

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11:35 AM, S401AB, Physics
K Suzuki, Q Li, F Li, H MacMahon, K Doi:
Distinction between Nodules and False Positives in CAD Scheme for Lung Nodule Detection on Multidetector CT Images by Means of Massive Training Artificial Neural Networks

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11:45 AM, S401AB, Physics
K Suzuki, J Shiraishi, F Li, H Abe, H MacMahon, K Doi:
False-Positive Reduction in Computerized Detection of Lung Nodules in Chest Radiographs Using Massive Training Artificial Neural Networks for Rib-Suppression Technique

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12:05 AM, S401AB, Physics
K Suzuki, H Abe, F Li, H MacMahon, K Doi:
Separation of Ribs and Soft Tissue in Single Chest Radiographs by Means of Massive Training Artificial Neural Networks

       (Awarded Research Trainee Prize)
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3:10 PM, S401AB, Physics
C Muramatsu, Q Li, R A Schmidt, K Suzuki, G M Newstead, K Doi:
Determination of the Degree of Subjective Similarity for Pairs of Clustered Microcalcifications on Mammograms: Preliminary Observer Study

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2003
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EDUCATIONAL EXHIBITS

0113CEPH-e

Suzuki K, Li F, Abe H, Sone S, Doi K: Massive Training Artificial Neural Network (MTANN): A Novel Image-Processing Tool for Computer-Aided Diagnostic Schemes in CT and Chest Radiographs.

       (Awarded Certificate of Merit Award)

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SCIENTIFIC PAPERS

10:40 AM, S401AB, Suzuki K, Shiraishi J, Abe H, Doi K: False Positive Reduction in Computerized Detection of Lung Nodules in Chest Radiographs Using Massive Training Artificial Neural Network.

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11:40 AM, S401AB, Suzuki K, Li Q, Li F, Sone S, Doi K: Computerized Scheme for Distinction between Benign and Malignant Nodules in Thoracic Low-Dose CT by Use of Massive Training Artificial Neural Network.

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3:50 PM, S401AB, Suzuki K, Shiraishi J, Abe H, Li F, Doi K: Development of an Image-Processing Technique for Reducing Ribs in Chest Radiographs by Means of Massive Training Artificial Neural Network.
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SCIENTIFIC POSTERS

12:25 PM, 085PH, Shiraishi J, Abe H, Suzuki K, Li Q, Engelmann R, Doi K: Development of a Computerized Scheme for Detection of Lung Nodules in Chest Radiographs: New Approach with Anatomical Segmentation Technique.

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12:45 PM, 097PH, Muramatsu C, Li Q, Suzuki K, Schmidt R, Newstead G, Doi K: Usefulness of Psychophysical Measures for Selection of Similar Images for Distinction between Benign and Malignant Mass Lesions on Mammograms: A Pilot Study.

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2002
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EDUCATIONAL EXHIBITS

0368CH-e

Armato III S, Suzuki K, Li F, Giger ML, Doi K, MacMahon H, et al.: CAD of Pulmonary Nodules in Thoracic CT.

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0566PH-e

Suzuki K, Armato SG, Li F, Sone S, and Doi K:  Multiple Massive Training Artificial Neural Network for Computerized Detection of Lung Nodules in Low-Dose CT.

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SCIENTIFIC PAPERS

2:30 PM, E351, Suzuki K, Armato SG, Li F, Sone S, Doi K:  Computer-Aided Diagnostic Scheme for Detection of Lung Nodules in CT by Use of Massive Training Artificial Neural Network.  #1156

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Call for papers: A special issue of  Neurocomputing on "Advanced Computing for Image-Guided Intervention"

Call for papers: A special issue of Computerized Medical Imaging and Graphics (CMIG) on "Machine Learning in Medical Imaging (MLMI)"

Call for papers: International Workshop on Machine Learning in Medical Imaging (MLMI 2014) in conjunction with MICCAI 2014 in September in Boston, USA

A book entitled "Computational Intelligence in Biomedical Imaging" has been published by Springer 

A book entitled "Machine Learning in Computer-Aided Diagnosis: Medical Imaging Intelligence and Analysis" has been published by IGI Global 

Copyright © 2006-2013 The Kenji Suzuki Lab, The University of Chicago.