Medical Imaging: Digital Pathology

Keyphrases

Publications

2021

Gal Gozes, Anat Shkolyar, Amit Gefen, Dafna Benayahu, Hayit Greenspan
Harnessing generative adversarial networks to generate synthetic mitosis images for classification of cell images. Medical Imaging: Digital Pathology (2021)
Tatsat R. Patel, Mohammad Waqas, Sarah Fricano, Adam A. Dmytriw, John Tomaszewski, Elad I. Levy, Kenneth V. Snyder, Jason M. Davies, Adnan H. Siddiqui, Vincent M. Tutino
Clot organization on histology is associated with radiomics features that predict treatment outcomes from mechanical thrombectomy. Medical Imaging: Digital Pathology (2021)
Dhadma Balachandran, Margaret Brandwein-Weber, Jonathan Folmsbee, Scott Doyle
Comparing architectural features between heuristically human-annotated and Artificial Intelligence (AI) generated tumor and satellite labels in early-stage oral cavity cancer. Medical Imaging: Digital Pathology (2021)
Rebecca Abraham, Madeleine S. Durkee, Margaret Veselits, Junting Ai, Jordan D. Fuhrman, Marcus R. Clark, Maryellen L. Giger
Application and generalizability of U-Net segmentation of immune cells in inflamed tissue. Medical Imaging: Digital Pathology (2021)
Brendon Lutnick, Avinash Kammardi Shashiprakash, David Manthey, Pinaki Sarder
User friendly, cloud based, whole slide image segmentation. Medical Imaging: Digital Pathology (2021)
Jing Ke, Yiqing Shen, Xinyu Jiang, Yi Guo, Yaobing Chen, Xiaoyao Liang
Multiple-datasets and multiple-label based color normalization in histopathology with cGAN. Medical Imaging: Digital Pathology (2021)
Ling Ma, Ximing Zhou, James V. Little, Amy Y. Chen, Larry L. Myers, Baran D. Sumer, Baowei Fei
Hyperspectral microscopic imaging for the detection of head and neck squamous cell carcinoma on histologic slides. Medical Imaging: Digital Pathology (2021)
Thomas E. Tavolara, M. Khalid Khan Niazi, Gillian Beamer, Metin N. Gurcan
Identifying lung imaging biomarkers of BCG vaccination after infection with Mycobacterium tuberculosis. Medical Imaging: Digital Pathology (2021)
Nathan Lang, Devansh Saxena, Tina Yen, Julie Jorns, Bing Yu, Dong Hye Ye
Breast cancer magnification-independent multi-class histopathology classification using dual-step model. Medical Imaging: Digital Pathology (2021)
Danny Poinapen, Tadashi Yoshizawa, Yuan Zho, Nicholas Charon, Stephanie Mou, Kiyoko Oshima, Laura D. Wood, Ralph H. Hruban, Wojciech Zbijewski
Three-dimensional shape and topology analysis of tissue-cleared tumor samples. Medical Imaging: Digital Pathology (2021)
Freja Fagerblom, Karin Stacke, Jesper Molin
Combatting out-of-distribution errors using model-agnostic meta-learning for digital pathology. Medical Imaging: Digital Pathology (2021)
Ivica Kopriva, Dario Sitnik, Gorana Aralica, Arijana Pacic, Marijana Popovic Hadzija, Mirko Hadzija
Approximate explicit feature map for computational augmentation of RGB images of hematoxylin and eosin stained histopathological specimens. Medical Imaging: Digital Pathology (2021)
Jonathan Moreira Cardozo Rehem, Washington Luís Conrado dos Santos, Angelo Amâncio Duarte, Luciano Rebouças de Oliveira, Michele Fúlvia Angelo
Automatic glomerulus detection in renal histological images. Medical Imaging: Digital Pathology (2021)
Thomas E. Tavolara, Gabriel Carreno-Galeano, Metin N. Gurcan, Sang Jin Lee, M. Khalid Khan Niazi
Grading and localization of histological features for bioengineered kidney constructs. Medical Imaging: Digital Pathology (2021)
Darshana Govind, Briana A. Santo, Brandon Ginley, Rabi Yacoub, Avi Z. Rosenberg, Kuang-Yu Jen, Vighnesh Walavalkar, Gregory E. Wilding, Amber M. Worral, Imtiaz Mohammad, Pinaki Sarder
Automated detection and quantification of Wilms' Tumor 1-positive cells in murine diabetic kidney disease. Medical Imaging: Digital Pathology (2021)
Rawan Albusayli, J. Dinny Graham, Nirmala Pathmanathan, Muhammad Shaban, Fayyaz Minhas, Jane E. Armes, Nasir M. Rajpoot
Simple non-iterative clustering and CNNs for coarse segmentation of breast cancer whole-slide images. Medical Imaging: Digital Pathology (2021)
Tan Nhu Nhat Doan, Chang Hee Han, Jin Tae Kwak
Distance ordinal regression loss for an improved nuclei segmentation. Medical Imaging: Digital Pathology (2021)
Markus Bauer, Sebastian Zürner, Markus Kreuz, Dominik Otto, Georg Popp, Ulf-Dietrich Braumann
Histological grading of the prostate carcinoma using deep learning: an unsupervised approach. Medical Imaging: Digital Pathology (2021)
Avinash Kammardi Shashiprakash, Brendon Lutnick, Brandon Ginley, Darshana Govind, Nicholas J. Lucarelli, Kuang-Yu Jen, Avi Z. Rosenberg, Anatoly Urisman, Vighnesh Walavalkar, Jonathan E. Zuckerman, Marco Delsante, Mei Lin Z. Bissonnette, John E. Tomaszewski, David Manthey, Pinaki Sarder
A distributed system improves inter-observer and AI concordance in annotating interstitial fibrosis and tubular atrophy. Medical Imaging: Digital Pathology (2021)
Jonathan Folmsbee, Margaret Brandwein-Weber, Scott Doyle
Whole slide semantic segmentation: large scale active learning for digital pathology. Medical Imaging: Digital Pathology (2021)
Mart van Rijthoven, Maschenka Balkenhol, Manfredo Atzori, Peter Bult, Jeroen van der Laak, Francesco Ciompi
Few-shot weakly supervised detection and retrieval in histopathology whole-slide images. Medical Imaging: Digital Pathology (2021)
Michael Brehler, Allison K. Lowman, Samuel Bobholz, Sean D. McGarry, Jennifer Connelly, Elizabeth J. Cochran, Peter S. LaViolette
Quantitative analysis of Alzheimer's disease pathology in glioblastoma patients. Medical Imaging: Digital Pathology (2021)
Rongxiao Tang, Bo Yuan, Zhenhua Guo
Accurate pathological patch classification with regression. Medical Imaging: Digital Pathology (2021)
Daan J. Geijs, Hans Pinckaers, Avital L. Amir, Geert J. S. Litjens
End-to-end classification on basal-cell carcinoma histopathology whole-slides images. Medical Imaging: Digital Pathology (2021)
Seda Camalan, M. Khalid Khan Niazi, Mahesh Devarasetty, Shay Soker, Metin N. Gurcan
Bladder cancer organoid image analysis: textured-based grading. Medical Imaging: Digital Pathology (2021)
Jocelyn Liu, Samuel Lam, Paul Lemaillet, Wei-Chung Cheng
Colorimetrical evaluation of color normalization methods for H&E-stained images. Medical Imaging: Digital Pathology (2021)
Ximing Zhou, Ling Ma, William Brown, James V. Little, Amy Y. Chen, Larry L. Myers, Baran D. Sumer, Baowei Fei
Automatic detection of head and neck squamous cell carcinoma on pathologic slides using polarized hyperspectral imaging and machine learning. Medical Imaging: Digital Pathology (2021)
Aritra Chowdhury, Sujoy K. Biswas, Simone Bianco
Active deep learning reduces annotation burden in automatic cell segmentation. Medical Imaging: Digital Pathology (2021)
Kuang-Yu Jen, Leema Krishna Murali, Brendon Lutnick, Brandon Ginley, Darshana Govind, Hidetoshi Mori, Guofeng Gao, Pinaki Sarder
In silico multi-compartment detection based on multiplex immunohistochemical staining in renal pathology. Medical Imaging: Digital Pathology (2021)
Ellhia Sudin, Dorina Roy, Nourdin Kadi, Panagiotis Triantafyllakis, Guprit Atwal, Alastair G. Gale, Ian Ellis, David R. J. Snead, Yan Chen
Eye tracking in digital pathology: identifying expert and novice patterns in visual search behaviour. Medical Imaging: Digital Pathology (2021)
Bradie M. Ferguson, Madeleine S. Durkee, Rebecca Abraham, Junting Ai, Hui Li, Li Lan, Julian Bertini, Marcus R. Clark, Maryellen L. Giger
Radiomic texture analysis of immunofluorescence images of lupus nephritis biopsies to predict patient progression to end-stage renal disease. Medical Imaging: Digital Pathology (2021)
Michael Brehler, Allison K. Lowman, Samuel Bobholz, Sean D. McGarry, Anjishnu Banerjee, Kenneth A. Iczkowski, Peter S. LaViolette
Co-registration tool for large format whole mount prostate multi-plex histology. Medical Imaging: Digital Pathology (2021)
Witali Aswolinskiy, David Tellez, Gabriel Raya, Lieke van der Woude, Monika Looijen-Salamon, Jeroen van der Laak, Katrien Grunberg, Francesco Ciompi
Neural image compression for non-small cell lung cancer subtype classification in H&E stained whole-slide images. Medical Imaging: Digital Pathology (2021)
Chang Bian, Yu Wang, Yu An, Hanfan Wang, Yang Du, Jie Tian
A computational prediction method based on modified U-Net for cell distribution in tumor microenvironment. Medical Imaging: Digital Pathology (2021)
Jeroen A. W. M. van der Laak
Computational Pathology: What is the way forward? Medical Imaging: Digital Pathology (2021)
Madeleine S. Durkee, Rebecca Abraham, Junting Ai, Marcus R. Clark, Maryellen L. Giger
Managing class imbalance and differential staining of immune cell populations in multi-class instance segmentation of multiplexed immunofluorescence images of Lupus Nephritis biopsies. Medical Imaging: Digital Pathology (2021)
Eleni Aloupogianni, Hiroyuki Suzuki, Takaya Ichimura, Atsushi Sasaki, Hiroto Yanagisawa, Tetsuya Tsuchida, Masahiro Ishikawa, Naoki Kobayashi, Takashi Obi
Effect of formalin fixing on chromophore saliency maps derived from multi-spectral macropathology skin images. Medical Imaging: Digital Pathology (2021)
Gouthamrajan Nadarajan, Scott Doyle
Conditional generative adversarial networks for H&E to IF domain transfer: experiments with breast and prostate cancer. Medical Imaging: Digital Pathology (2021)
Markus Bauer, Sebastian Zürner, Markus Kreuz, Dominik Otto, Georg Popp, Ulf-Dietrich Braumann
Histological grading of the prostate carcinoma using deep learning: an unsupervised approach (Erratum). Medical Imaging: Digital Pathology (2021)
Eric Cosatto, Kyle Gerard, Hans Peter Graf, Maki Ogura, Tomoharu Kiyuna, Kanako C. Hatanaka, Yoshihiro Matsuno, Yutaka Hatanaka
A multi-scale conditional deep model for tumor cell ratio counting. Medical Imaging: Digital Pathology (2021)
Weizhe Li, Weijie Chen
Reproducibility in deep learning algorithms for digital pathology applications: a case study using the CAMELYON16 datasets. Medical Imaging: Digital Pathology (2021)
Marcel Bengs, Michael Bockmayr, Ulrich Schüller, Alexander Schlaefer
Medulloblastoma tumor classification using deep transfer learning with multi-scale EfficientNets. Medical Imaging: Digital Pathology (2021)

volume 11603, 2021

Medical Imaging 2021: Digital Pathology, Online, February 15-19, 2021 Medical Imaging: Digital Pathology 11603 (2021)

2020

volume 11320, 2020

Medical Imaging 2020: Digital Pathology, Houston, TX, USA, February 15-20, 2020 Medical Imaging: Digital Pathology 11320 (2020)