Abstract is missing.
- Color deconvolution method with DAB scatter correction for bright field image analysisYao Nie, Christian Roessler, Emilia Andersson, Oliver Grimm. [doi]
- CNN based segmentation of nuclei in PAP-smear images with selective pre-processingSrishti Gautam, Arnav Bhavsar, Anil Kumar Sao, Harinarayan K. K.. [doi]
- Quantifying cell-type interactions and their spatial patterns as prognostic biomarkers in follicular lymphomaAnna Maria Tsakiroglou, Sophie Fitzpatrick, Lilli Nelson, Catharine West, Kim Linton, Kang Zeng, Garry Ashton, Sue Astley, Richard Byers, Martin Fergie. [doi]
- Deformable registration of histological cancer margins to gross hyperspectral images using demonsMartin T. Halicek, James V. Little, Xu Wang, Zhuo Georgia Chen, Mihir Patel, Christopher C. Griffith, Mark W. El-Deiry, Nabil F. Saba, Amy Y. Chen, Baowei Fei. [doi]
- H&E stain augmentation improves generalization of convolutional networks for histopathological mitosis detectionDavid Tellez, Maschenka Balkenhol, Nico Karssemeijer, Geert J. S. Litjens, Jeroen van der Laak, Francesco Ciompi. [doi]
- A watershed and feature-based approach for automated detection of lymphocytes on lung cancer imagesGermán Corredor, Xiangxue Wang, Cheng Lu, Vamsidhar Velcheti, Eduardo Romero, Anant Madabhushi. [doi]
- Localization and classification of cell nuclei in post-neoadjuvant breast cancer surgical specimen using fully convolutional networksRene Bidart, Mehrdad J. Gangeh, Mohammad Peikari, Sherine Salama, Sharon Nofech-Mozes, Anne L. Martel, Ali Ghodsi 0001. [doi]
- Combination of nuclear NF-κB/p65 localization and gland morphological features from surgical specimens appears to be predictive of early biochemical recurrence in prostate cancer patientsPatrick Leo, Eswar Shankar, Robin Elliott, Andrew Janowczyk, Anant Madabhushi, Sanjay Gupta. [doi]
- Tumor proliferation assessment of whole slide imagesMikaël Rousson, Martin Hedlund, Mats Andersson, Ludwig Jacobsson, Gunnar Läthén, Björn Norell, Oscar Alfonso Jiménez del Toro, Henning Müller, Manfredo Atzori. [doi]
- Detecting and segmenting overlapping red blood cells in microscopic images of thin blood smearsGolnaz Moallem, Hamed Sari-Sarraf, Mahdieh Poostchi, Richard James Maude, Kamolrat Silamut, Md Amir Hossain, Sameer K. Antani, Stefan Jaeger, George R. Thoma. [doi]
- RaPtomics: integrating radiomic and pathomic features for predicting recurrence in early stage lung cancerPranjal Vaidya, Xiangxue Wang, Kaustav Bera, Arjun Khunger, Humberto Choi, Pradnya Patil, Vamsidhar Velcheti, Anant Madabhushi. [doi]
- Automatic cancer detection and localization on prostatectomy histopathology imagesW. Han, C. Johnson, Mena Gaed, J. A. Gomez, Madeleine Moussa, Joseph L. Chin, Stephen E. Pautler, Glenn Bauman, Aaron D. Ward. [doi]
- Automated segmentation of epithelial tissue in prostatectomy slides using deep learningWouter Bulten, Christina A. Hulsbergen van de Kaa, Jeroen van der Laak, Geert J. S. Litjens. [doi]
- Determining tumor cellularity in digital slides using ResNetShazia Akbar, Mohammad Peikari, Sherine Salama, Sharon Nofech-Mozes, Anne L. Martel. [doi]
- Automated T1 bladder risk stratification based on depth of lamina propria invasion from H and E tissue biopsies: a deep learning approachM. Khalid Khan Niazi, Thomas E. Tavolara, Vidya Arole, Anil V. Parwani, Cheryl Lee, Metin N. Gurcan. [doi]
- Examining structural changes in diabetic nephropathy using inter-nuclear distances in glomeruli: a comparison of variously automated methodsOlivier Simon, Rabi Yacoub, Sanjay Jain, John E. Tomaszewski, Pinaki Sarder. [doi]
- Mitotic cells detection for HEp-2 specimen images using threshold-based evaluation schemeKrati Gupta, Arnav Bhavsar, Anil Kumar Sao. [doi]
- Computational analysis of the structural progression of human glomeruli in diabetic nephropathyBrandon G. Ginley, John E. Tomaszewski, Kuang-Yu Jen, Agnes Fogo, Sanjay Jain, Pinaki Sarder. [doi]
- Landmark-based reconstruction of 3D smooth structures from serial histological sectionsNaoki Kawamura, Hirokazu Kobayashi, Tatsuya Yokota, Hidekata Hontani, Chika Iwamoto, Kenoki Ohuchida, Makoto Hashizume. [doi]
- SlideSeg: a Python module for the creation of annotated image repositories from whole slide imagesBrendan Crabb, Niels Olson. [doi]
- Automatic color unmixing of IHC stained whole slide imagesDaan J. Geijs, Milad Intezar, Jeroen A. W. M. van der Laak, Geert J. S. Litjens. [doi]
- Validation of multiplex immunohistochemistry assays using automated image analysisAuranuch Lorsakul, Jörg Bredno, Robert L. Ochs, Larry Morrison, William Day. [doi]
- Cancer detection in histopathology whole-slide images using conditional random fields on deep embedded spacesFarhad Ghazvinian Zanjani, Svitlana Zinger, Peter H. N. de With. [doi]
- Segmentation of black ink and melanin in skin histopathological imagesPawel Kleczek, Martyna Lech, Joanna Jaworek-Korjakowska, Grzegorz Dyduch, Ryszard Tadeusiewicz. [doi]
- Context-based interpolation of coarse deep learning prediction maps for the segmentation of fine structures in immunofluorescence imagesNicolas Brieu, Christos G. Gavriel, David J. Harrison, Peter D. Caie, Günter Schmidt 0001. [doi]
- A bottom-up approach for tumour differentiation in whole slide images of lung adenocarcinomaNajah Alsubaie, Korsuk Sirinukunwattana, Shan-e-Ahmed Raza, David R. J. Snead, Nasir M. Rajpoot. [doi]
- Semantic segmentation for prostate cancer grading by convolutional neural networksNathan Ing, Zhaoxuan Ma, Jiayun Li, Hootan Salemi, Corey W. Arnold, Beatrice S. Knudsen, Arkadiusz Gertych. [doi]
- 3D human lung histology reconstruction and registration to in vivo imagingSean A. K. Pentinga, Keith Kwan, Sarah A. Mattonen, Carol Johnson, Alexander V. Louie, Mark Landis, Richard Inculet, Richard Malthaner, Dalilah Fortin, George Rodrigues, Brian Yaremko, David A. Palma, Aaron D. Ward. [doi]
- An unsupervised network for fast microscopic image registrationChang Shu, Xi Chen, Qiwei Xie, Hua Han. [doi]
- Deep variational auto-encoders for unsupervised glomerular classificationBrendon Lutnick, Rabi Yacoub, Kuang-Yu Jen, John E. Tomaszewski, Sanjay Jain, Pinaki Sarder. [doi]
- Creating synthetic digital slides using conditional generative adversarial networks: application to Ki67 stainingÇaglar Senaras, Berkman Sahiner, Gary Tozbikian, Gerard Lozanski, Metin N. Gurcan. 1058103 [doi]
- Single stain normalization for IHC whole slide imagesYao Nie, Maria V. Sainz de Cea. 1058104 [doi]
- SHIFT: speedy histopathological-to-immunofluorescent translation of whole slide images using conditional generative adversarial networksErik A. Burlingame, Adam A. Margolin, Joe W. Gray, Young-Hwan Chang. 1058105 [doi]
- Tumor microenvironment for follicular lymphoma: structural analysis for outcome predictionÇaglar Senaras, Michael Pennell, W. Chen, Berkman Sahiner, A. Shana'ah, A. Louissaint, R. P. Hasserjian, Gerard Lozanski, Metin Nafi Gürcan. 1058106 [doi]
- Deep positive-unlabeled learning for region of interest localization in breast tissue imagesPushpak Pati, Sonali Andani, Matthew Pediaditis, Matheus Palhares Viana, Jan Hendrik Ruschoff, Peter Wild, Maria Gabrani. 1058107 [doi]
- An application of transfer learning to neutrophil cluster detection for tuberculosis: efficient implementation with nonmetric multidimensional scaling and samplingM. Khalid Khan Niazi, Gillian Beamer, Metin N. Gurcan. 1058108 [doi]
- Role of training data variability on classifier performance and generalizabilityRyan Therrien, Scott Doyle. 1058109 [doi]
- Simultaneous segmentation and classification of multichannel immuno-fluorescently labeled confocal microscopy images using deep convolutional neural networksAdam R. Sibley, Maryellen L. Giger, Vladimir Liarski, Marcus Clark. 1058110 [doi]
- Unsupervised pathology image segmentation using representation learning with spherical k-meansTakayasu Moriya, Holger R. Roth, Shota Nakamura, Hirohisa Oda, Kai Nagara, Masahiro Oda, Kensaku Mori. 1058111 [doi]
- Automatic segmentation of histopathological slides of renal tissue using deep learningThomas de Bel, Meyke Hermsen, Bart Smeets, Luuk Hilbrands, Jeroen van der Laak, Geert J. S. Litjens. 1058112 [doi]
- Scalable storage of whole slide images and fast retrieval of tiles using Apache SparkDaniel E. Lopez Barron, Dig Vijay Kumar Yarlagadda, Praveen Rao, Ossama Tawfik, Deepthi S. Rao. 1058113 [doi]
- Glomerular detection and segmentation from multimodal microscopy images using a Butterworth band-pass filterDarshana Govind, Brandon Ginley, Brendon Lutnick, John E. Tomaszewski, Pinaki Sarder. 1058114 [doi]
- A performance comparison of low- and high-level features learned by deep convolutional neural networks in epithelium and stroma classificationYue Du, Roy Zhang, Abolfazl Zargari, Theresa C. Thai, Camille C. Gunderson, Katherine M. Moxley, Hong Liu, Bin Zheng, Yuchen Qiu. 1058116 [doi]
- Image processing to extend effective OCT penetration depth in tissueGautham Nandakumar, Shantel Maharaj, David E. Breen, Fernando U. Garcia, Zarella Mark D. 1058117 [doi]
- Registration accuracy between whole slide images and glass slides in eeDAP workflowQi Gong, Benjamin P. Berman, Marios A. Gavrielides, Brandon D. Gallas. 1058118 [doi]
- Classification of lung cancer histology images using patch-level summary statisticsSimon Graham, Muhammad Shaban, Talha Qaiser, Syed Ali Khurram, Nasir M. Rajpoot. 1058119 [doi]