Abstract is missing.
- Adversarial U-net with spectral normalization for histopathology image segmentation using synthetic dataFaisal Mahmood, Richard Chen, Daniel Borders, Gregory N. McKay, Kevan J. Salimian, Alexander S. Baras, Nicholas J. Durr. [doi]
- Segmentation of follicles from CD8-stained slides of follicular lymphoma using deep learningÇaglar Senaras, M. Khalid Khan Niazi, Vidya Arole, Weijie Chen, Berkman Sahiner, Arwa Shana'ah, A. Louissaint, R. P. Hasserjian, Gerard Lozanski, Metin Nafi Gürcan. [doi]
- Joint region and nucleus segmentation for characterization of tumor infiltrating lymphocytes in breast cancerMohamed Amgad, Anindya Sarkar, Chukka Srinivas, Rachel Redman, Simrath Ratra, Charles J. Bechert, Benjamin C. Calhoun, Karen Mrazeck, Uday Kurkure, Lee A. D. Cooper, Michael Barnes. [doi]
- Automatic detection of small areas of Gleason grade 5 in prostate tissue using CNNKasper Tall, Ida Arvidsson, Niels Christian Overgaard, Kalle Åström, Anders Heyden. [doi]
- Detection of acini in histopathology slides: towards automated prediction of breast cancer riskSuzanne C. Wetstein, Allison M. Onken, Gabrielle M. Baker, Michael E. Pyle, Josien P. W. Pluim, Rulla M. Tamimi, Yujing J. Heng, Mitko Veta. [doi]
- Digital pathology with hyperspectral imaging for colon and ovarian cancerDaiki Nakaya, Ayaka Tsutsumiuchi, Shin Satori, Makoto Saegusa, Tsutomu Yoshida, Ako Yokoi, Masaki Kano. [doi]
- Cancer detection in mass spectrometry imaging data by dilated convolutional neural networksJ. van Kersbergen, F. Ghazvinian Zanjani, Sveta Zinger, Fons van der Sommen, B. Balluff, D. R. N. Vos, S. R. Ellis, R. M. A. Heeran, M. Lucas, Henk A. Marquering, Ivo G. H. Jansen, C. D. Savci-Heijink, D. M. de Bruin, Peter H. N. de With. [doi]
- Generalization of tumor identification algorithmsMuhammad Khalid Khan Niazi, Thomas E. Tavolara, Çaglar Senaras, Gary Tozbikian, Douglas J. Hartman, Vidya Arole, Liron Pantanowitz, Metin N. Gurcan. [doi]
- High resolution whole prostate biopsy classification using streaming stochastic gradient descentHans Pinckaers, Wouter Bulten, Geert J. S. Litjens. [doi]
- Automated multi-class ground-truth labeling of H&E images for deep learning using multiplexed fluorescence microscopyGouthamrajan Nadarajan, Tyna A. Hope, Dan Wang, Alison Cheung, Fiona Ginty, Martin J. Yaffe, Scott Doyle. [doi]
- Persistent homology for the automatic classification of prostate cancer aggressiveness in histopathology imagesPeter Lawson, Jordan Schupbach, Brittany Terese Fasy, John W. Sheppard. [doi]
- Automatic high-grade cancer detection 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]
- An investigation of aggregated transfer learning for classification in digital pathologyT. Rai, A. Morisi, B. Bacci, N. J. Bacon, S. A. Thomas, R. M. La Ragione, M. Bober, K. Wells. [doi]
- From patch-level to ROI-level deep feature representations for breast histopathology classificationCaner Mercan, Selim Aksoy, Ezgi Mercan, Linda G. Shapiro, Donald L. Weaver, Joann G. Elmore. [doi]
- Computer aided antibody screening for IHC assay developmentFaranak Aghaei, Yao Nie. [doi]
- Detection of squamous cell carcinoma in digitized histological images from the head and neck using convolutional neural networksMartin T. Halicek, Maysam Shahedi, James V. Little, Amy Y. Chen, Larry L. Myers, Baran D. Sumer, Baowei Fei. [doi]
- Can ImageNet feature maps be applied to small histopathological datasets for the classification of breast cancer metastatic tissue in whole slide images?T. Rai, A. Morisi, B. Bacci, N. J. Bacon, S. A. Thomas, R. M. La Ragione, M. Bober, K. Wells. [doi]
- Hyperspectral imaging for intraoperative diagnosis of colon cancer metastasis in a liverIvica Kopriva, Gorana Aralica, Marijana Popovic Hadzija, Mirko Hadzija, Laura-Isabelle Dion-Bertrand, Xinjian Chen. [doi]
- 3D profiling of amyloid plaque-associated microglia and neuronal damage on confocal fluorescence images to aid drug discovery in Alzheimer's diseaseIlknur Icke, Alice Zhang, Sonal Singh, Belma Dogdas, Christian Mirescu, Matthew E. Kennedy, Sophia Bardehle. [doi]
- Machine learning-based approach for fully automated segmentation of muscularis propria from histopathology images of intestinal specimensConor McKeen, Fatemeh Zabihollahy, Jinu Kurian, Adrian D. C. Chan, Dina El Demellawy, Eranga Ukwatta. [doi]
- Automatic microscopic cell counting by use of deeply-supervised density regression modelShenghua He, Kyaw Thu Minn, Lilianna Solnica-Krezel, Mark A. Anastasio, Hua Li 0003. [doi]
- Two-tier classifier for identifying small objects in histological tissue classification: experiments with colon cancer tissue mappingChen-Yu Sun, Weiguo Liu, Scott Doyle. [doi]
- Deep detection and classification of mitotic figuresBalamurali Murugesan, Sakthivel Selvaraj, Kaushik Sarveswaran, Keerthi Ram, Jayaraj Joseph, Mohanasankar Sivaprakasam. [doi]
- Pixels to diagnosis: image analysis for digital pathology (Conference Presentation)Metin N. Gurcan. 1095603 [doi]
- Automatic microscopic cell counting by use of unsupervised adversarial domain adaptation and supervised density regressionShenghua He, Kyaw Thu Minn, Lilianna Solnica-Krezel, Hua Li 0003, Mark A. Anastasio. 1095604 [doi]
- Skeleton-based image registration of serial electron microscopy sectionsXi Chen 0031, Lijun Shen, Qiwei Xie, Hua Han. 1095605 [doi]
- Scale embedding shared neural networks for multiscale histological analysis of prostate cancerQuy Dinh Duong, Quoc Dang Vu, Daigeun Lee, Stephen M. Hewitt, Kyungeun Kim, Jin Tae Kwak. 1095606 [doi]
- Phenotyping tumor infiltrating lymphocytes (PhenoTIL) on H&E tissue images: predicting recurrence in lung cancerCristian Barrera, Germán Corredor, Xiangxue Wang, Kurt A. Schalper, David L. Rimm, Vamsidhar Velcheti, Anant Madabhushi, Edgar Eduardo Romero Castro. 1095607 [doi]
- Examining structural patterns and causality in diabetic nephropathy using inter-glomerular distance and Bayesian graphical modelsAurijoy Majumdar, Kuang-Yu Jen, Sanjay Jain 0006, John E. Tomaszewski, Pinaki Sarder. 1095608 [doi]
- A deep learning framework for context-aware mitotic activity estimation in whole slide imagesPushpak Pati, Raúl Catena, Orcun Goksel, Maria Gabrani. 1095609 [doi]
- A system for one-shot learning of cervical cancer cell classification in histopathology imagesDig Vijay Kumar Yarlagadda, Praveen Rao, Deepthi S. Rao, Ossama Tawfik. 1095611 [doi]
- Fragile neural networks: the importance of image standardization for deep learning in digital pathologyJonathan Folmsbee, Starr Johnson, Xulei Liu, Margaret Brandwein-Weber, Scott Doyle. 1095613 [doi]
- Colorectal tumor identification by transferring knowledge from pan-cytokeratin to H&EThomas E. Tavolara, Muhammad Khalid Khan Niazi, Wei Chen, Wendy Frankel, Metin N. Gurcan. 1095614 [doi]
- Cell nuclei segmentation in divergent images using deep learning and stochastic processingQing Wu, Shiyu Xu, Hui Zhang, Xuyang Shi. 1095616 [doi]
- Computational analysis of cerebrovascular structures imaged using two-photon microscopySiddhartha Dhiman, Itender Singh, Pinaki Sarder. 1095617 [doi]