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1

Multi-task transfer learning deep convolutional neural network: application to computer-aided diagnosis of breast cancer on mammograms

Samala, Ravi K, Chan, Heang-Ping, Hadjiiski, Lubomir M, Helvie, Mark A, Cha, Kenny, Richter, Caleb

Journal:

Physics in Medicine and Biology

Année:

2017

Langue:

english

Fichier:

PDF, 1.53 MB

english, 2017

2

Evolutionary pruning of transfer learned deep convolutional neural network for breast cancer diagnosis in digital breast tomosynthesis

Samala, Ravi K, Chan, Heang-Ping, Hadjiiski, Lubomir M, Helvie, Mark A, Richter, Caleb, Cha, Kenny

Journal:

Physics in Medicine and Biology

Année:

2018

Langue:

english

Fichier:

PDF, 973 KB

english, 2018

3

SPIE Proceedings [SPIE SPIE Medical Imaging - Orlando, Florida, United States (Saturday 11 February 2017)] Medical Imaging 2017: Computer-Aided Diagnosis - Segmentation of inner and outer bladder wall using deep-learning convolutional neural network in CT urography

Armato, Samuel G., Petrick, Nicholas A., Gordon, Marshall, Hadjiiski, Lubomir, Cha, Kenny, Chan, Heang-Ping, Samala, Ravi, Cohan, Richard H., Caoili, Elaine M.

Année:

2017

Langue:

english

Fichier:

PDF, 490 KB

english, 2017

4

Bladder Cancer Treatment Response Assessment in CT using Radiomics with Deep-Learning

Cha, Kenny H., Hadjiiski, Lubomir, Chan, Heang-Ping, Weizer, Alon Z., Alva, Ajjai, Cohan, Richard H., Caoili, Elaine M., Paramagul, Chintana, Samala, Ravi K.

Journal:

Scientific Reports

Année:

2017

Langue:

english

Fichier:

PDF, 3.16 MB

english, 2017

5

SPIE Proceedings [SPIE SPIE Medical Imaging - San Diego, California, United States (Saturday 27 February 2016)] Medical Imaging 2016: Computer-Aided Diagnosis - Deep-learning convolution neural network for computer-aided detection of microcalcifications in digital breast tomosynthesis

Tourassi, Georgia D., Armato, Samuel G., Samala, Ravi K., Chan, Heang-Ping, Hadjiiski, Lubomir M., Cha, Kenny, Helvie, Mark A.

Année:

2016

Langue:

english

Fichier:

PDF, 417 KB

english, 2016

6

SPIE Proceedings [SPIE SPIE Medical Imaging - San Diego, California, United States (Saturday 27 February 2016)] Medical Imaging 2016: Computer-Aided Diagnosis - Comparison of bladder segmentation using deep-learning convolutional neural network with and without level sets

Tourassi, Georgia D., Armato, Samuel G., Cha, Kenny H., Hadjiiski, Lubomir M., Samala, Ravi K., Chan, Heang-Ping, Cohan, Richard H., Caoili, Elaine M.

Année:

2016

Langue:

english

Fichier:

PDF, 655 KB

english, 2016

7

Urinary bladder segmentation in CT urography using deep-learning convolutional neural network and level sets

Cha, Kenny H., Hadjiiski, Lubomir, Samala, Ravi K., Chan, Heang-Ping, Caoili, Elaine M., Cohan, Richard H.

Journal:

Medical Physics

Année:

2016

Langue:

english

Fichier:

PDF, 6.40 MB

english, 2016

8

SPIE Proceedings [SPIE SPIE Medical Imaging - Orlando, Florida, United States (Saturday 11 February 2017)] Medical Imaging 2017: Computer-Aided Diagnosis - Bladder cancer treatment response assessment using deep learning in CT with transfer learning

Armato, Samuel G., Petrick, Nicholas A., Cha, Kenny H., Hadjiiski, Lubomir M., Chan, Heang-Ping, Samala, Ravi K., Cohan, Richard H., Caoili, Elaine M., Paramagul, Chintana, Alva, Ajjai, Weizer, Alon Z

Année:

2017

Langue:

english

Fichier:

PDF, 749 KB

english, 2017

9

A Novel Approach to Nodule Feature Optimization on Thin Section Thoracic CT

Samala, Ravi, Moreno, Wilfrido, You, Yuncheng, Qian, Wei

Journal:

Academic Radiology

Année:

2009

Langue:

english

Fichier:

PDF, 506 KB

english, 2009

10

Diversity-Oriented Synthesis of Polycyclic Indoles: Brønsted or Lewis Acid Catalyzed Three-Component Reaction for the Synthesis of α-Carbolines and Pyrimidoindoles

Arigela, Rajesh K., Kumar, Ravi, Samala, Srinivas, Gupta, Sahaj, Kundu, Bijoy

Journal:

European Journal of Organic Chemistry

Année:

2014

Langue:

english

Fichier:

PDF, 380 KB

english, 2014

11

One-Pot Synthesis of Highly Fluorescent Pyrido[1,2- a ]indole Derivatives through CH/NH Activation: Photophysical Investigations and Application in Cell Imaging

Samala, Srinivas, Pallavi, Pragyan, Kumar, Ravi, Arigela, Rajesh K, Singh, Gajendra, Ampapathi, Ravi Sankar, Priya, Amulya, Datta, Sunando, Patra, Abhijit, Kundu, Bijoy

Journal:

Chemistry - A European Journal

Année:

2014

Langue:

english

Fichier:

PDF, 1.27 MB

english, 2014

12

[IEEE 2011 IEEE International Ultrasonics Symposium (IUS) - Orlando, FL, USA (2011.10.18-2011.10.21)] 2011 IEEE International Ultrasonics Symposium - Gallbladder quantification in ultrasound using GVF snakes

Samala, Ravi K., Srikrishnan, V., Subramanian, Navneeth, Washburn, Michael J.

Année:

2011

Langue:

english

Fichier:

PDF, 1.99 MB

english, 2011

13

Computer-aided detection of clustered microcalcifications in multiscale bilateral filtering regularized reconstructed digital breast tomosynthesis volume

Samala, Ravi K., Chan, Heang-Ping, Lu, Yao, Hadjiiski, Lubomir, Wei, Jun, Sahiner, Berkman, Helvie, Mark A.

Journal:

Medical Physics

Année:

2014

Langue:

english

Fichier:

PDF, 1.97 MB

english, 2014

14

Multichannel response analysis on 2D projection views for detection of clustered microcalcifications in digital breast tomosynthesis

Wei, Jun, Chan, Heang-Ping, Hadjiiski, Lubomir M., Helvie, Mark A., Lu, Yao, Zhou, Chuan, Samala, Ravi

Journal:

Medical Physics

Année:

2014

Langue:

english

Fichier:

PDF, 1.07 MB

english, 2014

15

Digital breast tomosynthesis: computer-aided detection of clustered microcalcifications on planar projection images

Samala, Ravi K, Chan, Heang-Ping, Lu, Yao, Hadjiiski, Lubomir M, Wei, Jun, Helvie, Mark A

Journal:

Physics in Medicine and Biology

Année:

2014

Langue:

english

Fichier:

PDF, 138 KB

english, 2014

16

SPIE Proceedings [SPIE SPIE Medical Imaging - Orlando, Florida, United States (Saturday 21 February 2015)] Medical Imaging 2015: Computer-Aided Diagnosis - Comparison of computer-aided detection of clustered microcalcifications in digital mammography and digital breast tomosynthesis

Hadjiiski, Lubomir M., Tourassi, Georgia D., Samala, Ravi K., Chan, Heang-Ping, Lu, Yao, Hadjiiski, Lubomir, Wei, Jun, Helvie, Mark

Année:

2015

Langue:

english

Fichier:

PDF, 270 KB

english, 2015

17

SPIE Proceedings [SPIE Medical Imaging - San Diego, CA (Saturday 17 February 2007)] Medical Imaging 2007: Image Processing - Deblurring of tomosynthesis images using 3D anisotropic diffusion filtering

Sun, Xuejun, Land, Walker, Samala, Ravi, Pluim, Josien P. W., Reinhardt, Joseph M.

Année:

2007

Langue:

english

Fichier:

PDF, 192 KB

english, 2007

18

SPIE Proceedings [SPIE SPIE Medical Imaging - Orlando, Florida, United States (Saturday 21 February 2015)] Medical Imaging 2015: Computer-Aided Diagnosis - Digital breast tomosynthesis: application of 2D digital mammography CAD to detection of microcalcification clusters on planar projection image

Hadjiiski, Lubomir M., Tourassi, Georgia D., Samala, Ravi K., Chan, Heang-Ping, Lu, Yao, Hadjiiski, Lubomir, Wei, Jun, Helvie, Mark

Année:

2015

Langue:

english

Fichier:

PDF, 330 KB

english, 2015

19

Multiscale bilateral filtering for improving image quality in digital breast tomosynthesis

Lu, Yao, Chan, Heang-Ping, Wei, Jun, Hadjiiski, Lubomir M., Samala, Ravi K.

Journal:

Medical Physics

Année:

2015

Langue:

english

Fichier:

PDF, 6.53 MB

english, 2015

20

SPIE Proceedings [SPIE SPIE Medical Imaging - San Diego, California, USA (Saturday 15 February 2014)] Medical Imaging 2014: Computer-Aided Diagnosis - Digital breast tomosynthesis: effects of projection-view distribution on computer-aided detection of microcalcification clusters

Aylward, Stephen, Hadjiiski, Lubomir M., Samala, Ravi K., Chan, Heang-Ping, Lu, Yao, Hadjiiski, Lubomir, Wei, Jun, Helvie, Mark

Année:

2014

Langue:

english

Fichier:

PDF, 547 KB

english, 2014

21

SPIE Proceedings [SPIE SPIE Medical Imaging - Lake Buena Vista, FL (Saturday 7 February 2009)] Medical Imaging 2009: Computer-Aided Diagnosis - Knowledge based optimum feature selection for lung nodule diagnosis on thin section thoracic CT

Samala, Ravi K., Moreno, Wilfrido A., Song, Danshong, You, Yuncheng, Qian, Wei, Karssemeijer, Nico, Giger, Maryellen L.

Année:

2009

Langue:

english

Fichier:

PDF, 738 KB

english, 2009

22

SPIE Proceedings [SPIE SPIE Medical Imaging - Lake Buena Vista (Orlando Area), Florida, USA (Saturday 9 February 2013)] Medical Imaging 2013: Computer-Aided Diagnosis - Detection of microcalcifications in breast tomosynthesis reconstructed with multiscale bilateral filtering regularization

Samala, Ravi K., Novak, Carol L., Aylward, Stephen, Chan, Heang-Ping, Lu, Yao, Hadjiyski, Lubomir, Wei, Jun, Sahiner, Berkman, Helvie, Mark

Année:

2013

Langue:

english

Fichier:

PDF, 804 KB

english, 2013

23

SPIE Proceedings [SPIE SPIE Medical Imaging - San Diego, California (Saturday 13 February 2010)] Medical Imaging 2010: Computer-Aided Diagnosis - Combinational feature optimization for classification of lung tissue images

Samala, Ravi K., Zhukov, Tatyana, Zhang, Jianying, Tockman, Melvyn, Qian, Wei, Karssemeijer, Nico, Summers, Ronald M.

Année:

2010

Langue:

english

Fichier:

PDF, 594 KB

english, 2010

24

SPIE Proceedings [SPIE SPIE Medical Imaging - San Diego, California (Saturday 13 February 2010)] Medical Imaging 2010: Computer-Aided Diagnosis - Similarity based false-positive reduction for breast cancer using radiographic and pathologic imaging features

Pai, Akshay, Samala, Ravi K., Zhang, Jianying, Qian, Wei, Karssemeijer, Nico, Summers, Ronald M.

Année:

2010

Langue:

english

Fichier:

PDF, 606 KB

english, 2010

25

SPIE Proceedings [SPIE SPIE Medical Imaging - San Diego, California, USA (Saturday 15 February 2014)] Medical Imaging 2014: Image Processing - False positive reduction of microcalcification cluster detection in digital breast tomosynthesis

Ourselin, Sebastien, Styner, Martin A., Xu, Ning, Yi, Sheng, Mendonca, Paulo, Tian, Tai-peng, Samala, Ravi, Chan, Heang-Ping

Année:

2014

Langue:

english

Fichier:

PDF, 409 KB

english, 2014

26

SPIE Proceedings [SPIE SPIE Medical Imaging - Lake Buena Vista (Orlando Area), Florida, USA (Saturday 9 February 2013)] Medical Imaging 2013: Physics of Medical Imaging - Study of image quality in digital breast tomosynthesis by subpixel reconstruction

Lu, Yao, Nishikawa, Robert M., Whiting, Bruce R., Chan, Heang-Ping, Wei, Jun, Hadjiiski, Lubomir, Samala, Ravi

Année:

2013

Langue:

english

Fichier:

PDF, 453 KB

english, 2013

27

SPIE Proceedings [SPIE SPIE Medical Imaging - San Diego, California, USA (Saturday 13 February 2010)] Medical Imaging 2010: Physics of Medical Imaging - Reliability study of reconstruction methods in tomosynthesis imaging of various geometrical objects

Kanaka, Karthik, Samei, Ehsan, Pelc, Norbert J., Samala, Ravi K., Zhang, Jianying, Qian, Wei

Année:

2010

Langue:

english

Fichier:

PDF, 267 KB

english, 2010

28

SPIE Proceedings [SPIE SPIE Medical Imaging - San Diego, California, United States (Saturday 27 February 2016)] Medical Imaging 2016: Computer-Aided Diagnosis - Reference state estimation of breast computed tomography for registration with digital mammography

Tourassi, Georgia D., Armato, Samuel G., Samala, Ravi K., Chan, Heang-Ping, Hadjiiski, Lubomir, Ning, Ruola, Cha, Kenny, Helvie, Mark A.

Année:

2016

Langue:

english

Fichier:

PDF, 635 KB

english, 2016

29

Computer-aided detection system for clustered microcalcifications in digital breast tomosynthesis using joint information from volumetric and planar projection images

Samala, Ravi K, Chan, Heang-Ping, Lu, Yao, Hadjiiski, Lubomir M, Wei, Jun, Helvie, Mark A

Journal:

Physics in Medicine and Biology

Année:

2015

Langue:

english

Fichier:

PDF, 2.27 MB

english, 2015

30

SPIE Proceedings [SPIE SPIE Medical Imaging - San Diego, California, United States (Saturday 27 February 2016)] Medical Imaging 2016: Computer-Aided Diagnosis - First and second-order features for detection of masses in digital breast tomosynthesis

Tourassi, Georgia D., Armato, Samuel G., Samala, Ravi K., Wei, Jun, Chan, Heang-Ping, Hadjiiski, Lubomir, Cha, Kenny, Helvie, Mark A.

Année:

2016

Langue:

english

Fichier:

PDF, 408 KB

english, 2016

31

ChemInform Abstract: Metal-Free Decarboxylative Cyclization/Ring Expansion: Construction of Five-, Six-, and Seven-Membered Heterocycles from 2-Alkynyl Benzaldehydes and Cyclic Amino Acids.

Samala, Srinivas, Singh, Gajendra, Kumar, Ravi, Ampapathi, Ravi Sankar, Kundu, Bijoy

Journal:

Année:

2015

Langue:

english

Fichier:

PDF, 28 KB

english, 2015

32

Metal-Free Decarboxylative Cyclization/Ring Expansion: Construction of Five-, Six-, and Seven-Membered Heterocycles from 2-Alkynyl Benzaldehydes and Cyclic Amino Acids

Samala, Srinivas, Singh, Gajendra, Kumar, Ravi, Ampapathi, Ravi Sankar, Kundu, Bijoy

Journal:

Angewandte Chemie

Année:

2015

Langue:

english

Fichier:

PDF, 669 KB

english, 2015

33

ChemInform Abstract: Diversity-Oriented Synthesis of Polycyclic Indoles: Broensted or Lewis Acid Catalyzed Three-Component Reaction for the Synthesis of α-Carbolines and Pyrimidoindoles.

Arigela, Rajesh K., Kumar, Ravi, Samala, Srinivas, Gupta, Sahaj, Kundu, Bijoy

Journal:

Année:

2015

Fichier:

PDF, 27 KB

2015

34

Diversity Oriented Synthesis of Indoloazepinobenzimidazole and Benzimidazotriazolobenzodiazepine from N 1 -Alkyne-1,2-diamines

Kumar, Ravi, Arigela, Rajesh K., Samala, Srinivas, Kundu, Bijoy

Journal:

Chemistry - A European Journal

Année:

2015

Langue:

english

Fichier:

PDF, 501 KB

english, 2015

35

ChemInform Abstract: One-Pot Synthesis of Highly Fluorescent Pyrido[1,2-a]indole Derivatives through C-H/N-H Activation: Photophysical Investigations and Application in Cell Imaging.

Samala, Srinivas, Pallavi, Pragyan, Kumar, Ravi, Arigela, Rajesh K., Singh, Gajendra, Ampapathi, Ravi Sankar, Priya, Amulya, Datta, Sunando, Patra, Abhijit, Kundu, Bijoy

Journal:

Année:

2015

Fichier:

PDF, 20 KB

2015

36

Metal-Free Decarboxylative Cyclization/Ring Expansion: Construction of Five-, Six-, and Seven-Membered Heterocycles from 2-Alkynyl Benzaldehydes and Cyclic Amino Acids

Samala, Srinivas, Singh, Gajendra, Kumar, Ravi, Ampapathi, Ravi Sankar, Kundu, Bijoy

Journal:

Angewandte Chemie International Edition

Année:

2015

Langue:

english

Fichier:

PDF, 680 KB

english, 2015

37

Mass detection in digital breast tomosynthesis: Deep convolutional neural network with transfer learning from mammography

Samala, Ravi K., Chan, Heang-Ping, Hadjiiski, Lubomir, Helvie, Mark A., Wei, Jun, Cha, Kenny

Journal:

Medical Physics

Année:

2016

Langue:

english

Fichier:

PDF, 3.91 MB

english, 2016

38

Analysis of computer-aided detection techniques and signal characteristics for clustered microcalcifications on digital mammography and digital breast tomosynthesis

Samala, Ravi K, Chan, Heang-Ping, Hadjiiski, Lubomir M, Helvie, Mark A

Journal:

Physics in Medicine and Biology

Année:

2016

Langue:

english

Fichier:

PDF, 1.31 MB

english, 2016

39

SPIE Proceedings [SPIE SPIE Medical Imaging - Orlando, Florida, United States (Saturday 11 February 2017)] Medical Imaging 2017: Computer-Aided Diagnosis - Identifying key radiogenomic associations between DCE-MRI and micro-RNA expressions for breast cancer

Armato, Samuel G., Petrick, Nicholas A., Samala, Ravi K., Chan, Heang-Ping, Hadjiiski, Lubomir, Helvie, Mark A., Kim, Renaid

Année:

2017

Langue:

english

Fichier:

PDF, 615 KB

english, 2017

40

Improving image quality for digital breast tomosynthesis: automated detection and diffusion-based method for metal artifact reduction

Lu, Yao, Chan, Heang-Ping, Wei, Jun, Hadjiiski, Lubomir M, Samala, Ravi K

Journal:

Physics in Medicine and Biology

Année:

2017

Langue:

english

Fichier:

PDF, 1.04 MB

english, 2017

41

Computer-aided assessment of breast density: Comparison of supervised deep learning and feature based statistical learning

Li, Songfeng, Wei, Jun, Chan, Heang-Ping, Helvie, Mark A, Roubidoux, Marilyn A, Lu, Yao, Zhou, Chuan, Hadjiiski, Lubomir M, Samala, Ravi K

Journal:

Physics in Medicine and Biology

Année:

2017

Langue:

english

Fichier:

PDF, 908 KB

english, 2017

42

ChemInform Abstract: Diversity Oriented Synthesis of Indoloazepinobenzimidazole and Benzimidazotriazolobenzodiazepine from N 1 -Alkyne-1,2-diamines.

Kumar, Ravi, Arigela, Rajesh K., Samala, Srinivas, Kundu, Bijoy

Journal:

Année:

2016

Langue:

english

Fichier:

PDF, 25 KB

english, 2016

43

Breast Cancer Diagnosis in Digital Breast Tomosynthesis: Effects of Training Sample Size on Multi-Stage Transfer Learning using Deep Neural Nets

Samala, Ravi K., Chan, Heang-Ping, Hadjiiski, Lubomir, Helvie, Mark A., Richter, Caleb D., Cha, Kenny H.

Journal:

IEEE Transactions on Medical Imaging

Année:

2018

Langue:

english

Fichier:

PDF, 3.95 MB

english, 2018

44

Diagnostic Accuracy of CT for Prediction of Bladder Cancer Treatment Response with and without Computerized Decision Support

Cha, Kenny H., Hadjiiski, PhD, Lubomir M., Cohan, MD, Richard H., Chan, PhD, Heang-Ping, Caoili, MD, Elaine M., Davenport, MD, Matthew, Samala, PhD, Ravi K., Weizer, MD, Alon Z., Alva, MD, Ajjai, Kiro

Journal:

Academic Radiology

Année:

2018

Langue:

english

Fichier:

PDF, 1.97 MB

english, 2018

45

Deep-Learning Convolutional Neural Network: Inner and Outer Bladder Wall Segmentation in CT Urography

Gordon, Marshall N., Hadjiiski, Lubomir M., Cha, Kenny H., Samala, Ravi K., Chan, Heang-Ping, Cohan, Richard H., Caoili, Elaine M.

Journal:

Medical Physics

Année:

2018

Langue:

english

Fichier:

PDF, 2.14 MB

english, 2018

46

U-Net-based Deep-Learning Bladder Segmentation in CT Urography

Ma, Xiangyuan, Hadjiiski, Lubomir M., Wei, Jun, Chan, Heang-Ping, Cha, Kenny H., Cohan, Richard H., Caoili, Elaine M., Samala, Ravi, Zhou, Chuan, Lu, Yao

Journal:

Medical Physics

Année:

2019

Langue:

english

Fichier:

PDF, 1.60 MB

english, 2019

47

Generalization error analysis for deep convolutional neural network with transfer learning in breast cancer diagnosis

Samala, Ravi K, Chan, Heang-Ping, Hadjiiski, Lubomir M, Helvie, Mark A, Richter, Caleb

Journal:

Physics in Medicine and Biology

Année:

2020

Langue:

english

Fichier:

PDF, 3.54 MB

english, 2020

48

Computerâaided diagnosis in the era of deep learning

Chan, HeangâPing, Hadjiiski, Lubomir M., Samala, Ravi K.

Journal:

Medical Physics

Année:

2020

Fichier:

PDF, 578 KB

2020

49

Effect of Dose Level on Radiologistsâ Detection of Microcalcifications in Digital Breast Tomosynthesis: An Observer Study with Breast Phantoms

Chan, Heang-Ping, Helvie, Mark A., Klein, Katherine A., McLaughlin, Carol, Neal, Colleen H., Oudsema, Rebecca, Rahman, W. Tania, Roubidoux, Marilyn A., Hadjiiski, Lubomir M., Zhou, Chuan, Samala, Ravi

Journal:

Academic Radiology

Année:

2020

Fichier:

PDF, 1.18 MB

2020