Share Email Print
cover

PROCEEDINGS VOLUME 11320

Medical Imaging 2020: Digital Pathology
For the purchase of this volume in printed format, please visit Proceedings.com

Volume Details

Volume Number: 11320
Date Published: 25 March 2020

Table of Contents
show all abstracts | hide all abstracts
Front Matter: Volume 11320
Author(s): Proceedings of SPIE
Compactness measures of tumor infiltrating lymphocytes in lung adenocarcinoma are associated with overall patient survival and immune scores
Author(s): Ruiwen Ding; Prateek Prasanna; Germán Corredor; Cheng Lu; Priya Velu; Khoi Le; Patrick Leo; Niha Beig; Vamsidhar Velcheti; David Rimm; Kurt Schalper; Anant Madabhushi
Show Abstract
Computationally derived cytological image markers for predicting risk of relapse in acute myeloid leukemia patients following bone marrow transplantation
Author(s): Sara ArabYarmohammadi; Zelin Zhang; Patrick Leo; Marjan Firouznia; Andrew Janowczyk; Haojia Li; Nathaniel M. Braman; Kaustav Bera; Behtash Nezami; Howard Meyerson; Jun Xu; Leland Metheny; Anant Madabhushi
Show Abstract
Prediction of tumour mutational burden of squamous cell carcinoma using histopathology images of surgical specimens
Author(s): Salma Dammak; Matthew Cecchini; Katherina Baranova; David Palma; Keith Kwan; Aaron D. Ward
Show Abstract
Identifying bladder layers from H and E images using U-Net image segmentation
Author(s): Muhammad Khalid Khan Niazi; Enes Yazgan; Cheryl Lee; Anil Parwani; Metin N. Gurcan
Show Abstract
Generative modeling for label-free glomerular modeling and classification
Author(s): Brendon Lutnick; Brandon Ginley; Kuang-Yu Jen; Wen Dong; Pinaki Sarder
Show Abstract
Hotspot detection in pancreatic neuroendocrine images using local depth
Author(s): Muhammad Khalid Khan Niazi; Katherine Moore; Kenneth S. Berenhaut; Douglas J. Hartman; Liron Pantanowitz; Metin N. Gurcan
Show Abstract
Deep learning approaches for intraoperative pixel-based diagnosis of colon cancer metastasis in a liver from phase-contrast images of unstained specimens
Author(s): Dario Sitnik; Gorana Aralica; Arijana Pačić; Marijana Popović Hadžija; Mirko Hadžija; Ivica Kopriva
Show Abstract
Transfer learning approach for intraoperative pixel-based diagnosis of colon cancer metastasis in a liver from hematoxylin-eosin stained specimens
Author(s): Dario Sitnik; Ivica Kopriva; Gorana Aralica; Arijana Pačić; Marijana Popović Hadžija; Mirko Hadžija
Show Abstract
Multi-class semantic cell segmentation and classification of aplasia in bone marrow histology images
Author(s): Leander van Eekelen; Hans Pinckaers; Konnie M. Hebeda; Geert Litjens
Show Abstract
Using a 22-layer U-Net to perform segmentation of squamous cell carcinoma on digitized head and neck histological images
Author(s): Amol Mavuduru; Martin Halicek; Maysam Shahedi; James V. Little; Amy Y. Chen; Larry L. Myers; Baowei Fei
Show Abstract
A deep learning approach to assess the predominant tumor growth pattern in whole-slide images of lung adenocarcinoma
Author(s): Zaneta Swiderska-Chadaj; Karolina Nurzynska; Bartlomiej Grala; Katrien Grunberg; Lieke van der Woude; Monika Looijen-Salamon; Ann E. Walts; Tomasz Markiewicz; Francesco Ciompi; Arkadiusz Gertych
Show Abstract
Segmentation of mycobacterium tuberculosis bacilli clusters from acid-fast stained lung biopsies: a deep learning approach
Author(s): Thomas E. Tavolara; Muhammad Khalid Khan Niazi; Gillian Beamer; Metin N. Gurcan
Show Abstract
Generative modeling for renal microanatomy
Author(s): Leema Krishna Murali; Brendon Lutnick; Brandon Ginley; John E. Tomaszewski; Pinaki Sarder
Show Abstract
Three-dimensional histo-morphometric features from light sheet microscopy images result in improved discrimination of benign from malignant glands in prostate cancer
Author(s): Can F. Koyuncu; Andrew Janowczyk; Cheng Lu; Patrick Leo; Mehdi Alilou; Adam K. Glaser; Nicholas P. Reder; Jonathan T. C. Liu; Anant Madabhushi
Show Abstract
Automatic cancer sub-grading on digital histopathology images of radical prostatectomy specimens
Author(s): W. Han; M. Downes; T. H. van der Kwast; J. L. Chin; S. E. Pautler; A. D. Ward
Show Abstract
Texture features distinguish benign cell clusters from adenocarcinomas on bile duct brushing cytology images
Author(s): Shayan Monabbati; Patrick Leo; Kaustav Bera; Behtash G. Nezami; Claire W. Michael; Aparna Harbhajanka; Anant Madabhushi
Show Abstract
Semi-supervised breast cancer histology classification using deep multiple instance learning and contrast predictive coding (Conference Presentation)
Author(s): Ming Y. Lu; Richard J. Chen; Faisal Mahmood
Show Abstract
Graph convolutional networks for region of interest classification in breast histopathology
Author(s): Bulut Aygüneş; Selim Aksoy; Ramazan Gökberk Cinbiş; Kemal Kösemehmetoğlu; Sevgen Önder; Ayşegül Üner
Show Abstract
Systematic comparison of deep learning strategies for weakly supervised Gleason grading
Author(s): Sebastian Otálora; Manfredo Atzori; Amjad Khan; Oscar Jimenez-del-Toro; Vincent Andrearczyk; Henning Müller
Show Abstract
Discovering correspondences between molecular profiles and morphological features via deep learning (Conference Presentation)
Author(s): Richard Chen; Faisal Mahmood
Show Abstract
Multimodal fusion of histology and molecular features for improved survival outcome prediction (Conference Presentation)
Author(s): Richard J. Chen; Max Lu; Faisal Mahmood
Show Abstract
Histographs: graphs in histopathology
Author(s): Deepak Anand; Shrey Gadiya; Amit Sethi
Show Abstract
Deep learning-based automated hot-spot detection and tumor grading in human gastrointestinal neuroendocrine tumor
Author(s): Darshana Govind; Kuang-Yu Jen; Pinaki Sarder
Show Abstract
Computer extracted features related to the spatial arrangement of tumor-infiltrating lymphocytes predict overall survival in epithelial ovarian cancer receiving adjuvant chemotherapy
Author(s): Sepideh Azarianpour; Germán Corredor; Kaustav Bera; Patrick Leo; Nathaniel Braman; Pingfu Fu; Haider Mahdi; Anant Madabhushi
Show Abstract
Generalizing convolution neural networks on stain color heterogeneous data for computational pathology
Author(s): Amjad Khan; Manfredo Atzori; Sebastian Otálora; Vincent Andrearczyk; Henning Müller
Show Abstract
Realistic cross-domain microscopy via conditional generative adversarial networks: converting immunofluorescence to hematoxylin and eosin
Author(s): Gouthamrajan Nadarajan; Scott Doyle
Show Abstract
Conditional generative adversarial network for synthesizing hyperspectral images of breast cancer cells from digitized histology
Author(s): Martin Halicek; Samuel Ortega; Himar Fabelo; Carlos Lopez; Marylene Lejeune; Gustavo M. Callico; Baowei Fei
Show Abstract
Hyperspectral imaging and deep learning for the detection of breast cancer cells in digitized histological images
Author(s): Samuel Ortega; Martin Halicek; Himar Fabelo; Raul Guerra; Carlos Lopez; Marylene Lejeune; Fred Godtliebsen; Gustavo M. Callico; Baowei Fei
Show Abstract
Hyperspectral microscopic imaging for automatic detection of head and neck squamous cell carcinoma using histologic image and machine learning
Author(s): Ling Ma; Martin Halicek; Ximing Zhou; James Dormer; Baowei Fei
Show Abstract
Making esophageal squamous cell carcinoma survival prediction from histopathological images and CT images
Author(s): Jinlong Wang; Leilei Wu; Guowei Ma; Yao Lu
Show Abstract
Fully automated classification of glomerular lesions in lupus nephritis
Author(s): Brandon Ginley; Kuang-Yu Jen; Avi Rosenberg; Giovanni Maria Rossi; Sanjay Jain; Pinaki Sarder
Show Abstract
Predicting MYC translocation in HE specimens of diffuse large B-cell lymphoma through deep learning
Author(s): Zaneta Swiderska-Chadaj; Konnie Hebeda; Michiel van den Brand; Geert Litjens
Show Abstract
Automated grade classification of oral epithelial dysplasia using morphometric analysis of histology images
Author(s): R. M. Saad Bashir; Hanya Mahmood; Muhammad Shaban; Shan E. Ahmed Raza; M. Moazam Fraz; Syed Ali Khurram; Nasir M. Rajpoot
Show Abstract
Neutrophil Extracellular Traps (NETs): an unexplored territory in renal pathobiology, a pilot computational study
Author(s): Briana A. Santo; Brahm H. Segal; John E. Tomaszewski; Imtiaz Mohammad; Amber M. Worral; Sanjay Jain; Michelle B. Visser; Pinaki Sarder
Show Abstract
Preliminary radiomic texture analysis of high-channel fluorescence confocal images of triple-negative breast cancer biopsies
Author(s): Madeleine S. Durkee; Bradie M. Ferguson; Rebecca Abraham; Li Lan; Hui Li; Marcus R. Clark; Maryellen L. Giger
Show Abstract
Probabilistic modelling of diabetic nephropathy progression
Author(s): Samuel Border; Kuang-Yu Jen; Washington LC dos-Santos; John Tomaszewski; Pinaki Sarder
Show Abstract
Searching patterns in glands for predicting gastric cancer survival
Author(s): Ricardo Moncayo; Sunny Alfonso; Angel Y. Sánchez; Carlos A. Parra; Eduardo Romero
Show Abstract
Domain-adversarial neural network for improved generalization performance of Gleason grade classification
Author(s): Ida Arvidsson; Niels Christian Overgaard; Agnieszka Krzyzanowska; Felicia-Elena Marginean; Athanasios Simoulis; Anders Bjartell; Kalle Aström; Anders Heyden
Show Abstract
Characterization of color normalization methods in digital pathology whole slide images
Author(s): Dorsa Ziaei; Weizhe Li; Samuel Lam; Wei-Chung Cheng; Weijie Chen
Show Abstract
The presence and location of podocytes in glomeruli as affected by diabetes mellitus
Author(s): Kathryn E. Maraszek; Briana A. Santo; Rabi Yacoub; John E. Tomaszewski; Imtiaz Mohammad; Amber M. Worral; Pinaki Sarder
Show Abstract
Improved instance segmentation of immune cells in human lupus nephritis biopsies with Mask R-CNN
Author(s): Madeleine S. Durkee; Adam Sibley; Junting Ai; Rebecca Abraham; Vladimir M. Liarski; Marcus R. Clark; Maryellen L. Giger
Show Abstract
PColorNet: investigating the impact of different color spaces for pathological image classification
Author(s): Shamima Nasrin; Md. Zahangir Alom; Tarek M. Taha; Vijayan K. Asari
Show Abstract
Deep learning convolutional networks for image quality assessment in ultra-widefield fluorescein angiography
Author(s): Jon Whitney; Henry Li; Sunil K. Srivastava; Jenna Hach; Jamie Reese; Amit Vasanji; Justis P. Ehlers
Show Abstract

© SPIE. Terms of Use
Back to Top
PREMIUM CONTENT
Sign in to read the full article
Create a free SPIE account to get access to
premium articles and original research
Forgot your username?
close_icon_gray