@inproceedings{bb229100,
        AUTHOR = "Li, M. and Li, C.Y. and Hobson, P. and Jennings, T. and Lovell, B.C.",
        TITLE = "MedViTGAN: End-to-End Conditional GAN for Histopathology Image
Augmentation with Vision Transformers",
        BOOKTITLE = "ICPR22",
        YEAR = "2022",
        PAGES = "4406-4413",
        BIBSOURCE = "http://www.visionbib.com/bibliography/medical851h1.html#TT224098"}

@inproceedings{bb229101,
        AUTHOR = "Alhammad, S. and Zhang, T. and Zhao, K. and Hobson, P. and Jennings, A. and Lovell, B.C.",
        TITLE = "Efficient Cell Labelling for Gram Stain WSIs",
        BOOKTITLE = "ICPR22",
        YEAR = "2022",
        PAGES = "4226-4233",
        BIBSOURCE = "http://www.visionbib.com/bibliography/medical851h1.html#TT224099"}

@inproceedings{bb229102,
        AUTHOR = "Si, Y.X. and Fang, Z.Q. and Kuang, K. and Huang, Z.X. and Yao, Y.F. and Wu, F.",
        TITLE = "Disentangled Sequential Autoencoder with Local Consistency for
Infectious Keratitis Diagnosis",
        BOOKTITLE = ICIP22,
        YEAR = "2022",
        PAGES = "3893-3897",
        BIBSOURCE = "http://www.visionbib.com/bibliography/medical851h1.html#TT224100"}

@inproceedings{bb229103,
        AUTHOR = "Lotfollahi, M. and Tran, N. and Gajjela, C. and Berisha, S. and Han, Z. and Mayerich, D. and Reddy, R.",
        TITLE = "Adaptive Compressive Sampling for Mid-Infrared Spectroscopic Imaging",
        BOOKTITLE = ICIP22,
        YEAR = "2022",
        PAGES = "2336-2340",
        BIBSOURCE = "http://www.visionbib.com/bibliography/medical851h1.html#TT224101"}

@inproceedings{bb229104,
        AUTHOR = "Dwivedi, C. and Nofallah, S. and Pouryahya, M. and Iyer, J. and Leidal, K. and Chung, C.H. and Watkins, T. and Billin, A. and Myers, R. and Abel, J. and Behrooz, A.",
        TITLE = "Multi stain graph fusion for multimodal integration in pathology",
        BOOKTITLE = CVMI22,
        YEAR = "2022",
        PAGES = "1834-1844",
        BIBSOURCE = "http://www.visionbib.com/bibliography/medical851h1.html#TT224102"}

@inproceedings{bb229105,
        AUTHOR = "Alali, M.H. and Roohi, A. and Deogun, J.S.",
        TITLE = "Enabling Efficient Training of Convolutional Neural Networks for
Histopathology Images",
        BOOKTITLE = DeepHealth22,
        YEAR = "2022",
        PAGES = "533-544",
        BIBSOURCE = "http://www.visionbib.com/bibliography/medical851h1.html#TT224103"}

@inproceedings{bb229106,
        AUTHOR = "Grabel, P. and Thull, J. and Crysandt, M. and Klinkhammer, B.M. and Boor, P. and Brummendorf, T.H. and Merhof, D.",
        TITLE = "Spatial Maturity Regression for the Classification of Hematopoietic
Cells",
        BOOKTITLE = IPTA22,
        YEAR = "2022",
        PAGES = "1-6",
        BIBSOURCE = "http://www.visionbib.com/bibliography/medical851h1.html#TT224104"}

@inproceedings{bb229107,
        AUTHOR = "Azizi, S. and Mustafa, B. and Ryan, F. and Beaver, Z. and Freyberg, J. and Deaton, J. and Loh, A. and Karthikesalingam, A. and Kornblith, S. and Chen, T. and Natarajan, V. and Norouzi, M.",
        TITLE = "Big Self-Supervised Models Advance Medical Image Classification",
        BOOKTITLE = ICCV21,
        YEAR = "2021",
        PAGES = "3458-3468",
        BIBSOURCE = "http://www.visionbib.com/bibliography/medical851h1.html#TT224105"}

@inproceedings{bb229108,
        AUTHOR = "Abousamra, S. and Belinsky, D. and van Arnam, J. and Allard, F. and Yee, E. and Gupta, R. and Kurc, T. and Samaras, D. and Saltz, J. and Chen, C.",
        TITLE = "Multi-Class Cell Detection Using Spatial Context Representation",
        BOOKTITLE = ICCV21,
        YEAR = "2021",
        PAGES = "3985-3994",
        BIBSOURCE = "http://www.visionbib.com/bibliography/medical851h1.html#TT224106"}

@inproceedings{bb229109,
        AUTHOR = "Wang, H.T. and Xian, M. and Vakanski, A.",
        TITLE = "TA-Net: Topology-Aware Network for Gland Segmentation",
        BOOKTITLE = WACV22,
        YEAR = "2022",
        PAGES = "3241-3249",
        BIBSOURCE = "http://www.visionbib.com/bibliography/medical851h1.html#TT224107"}

@inproceedings{bb229110,
        AUTHOR = "Sahel, Y.B. and Dardikman Yoffe, G. and Eldar, Y.C. and Gosh, S. and Haran, G.",
        TITLE = "Super-Resolved Imaging of Early-Stage Dynamics in the Immune Response",
        BOOKTITLE = ICIP21,
        YEAR = "2021",
        PAGES = "3468-3472",
        BIBSOURCE = "http://www.visionbib.com/bibliography/medical851h1.html#TT224108"}

@inproceedings{bb229111,
        AUTHOR = "Shen, Y.Q. and Ke, J.",
        TITLE = "Su-Sampling Based Active Learning for Large-Scale Histopathology
Image",
        BOOKTITLE = ICIP21,
        YEAR = "2021",
        PAGES = "116-120",
        BIBSOURCE = "http://www.visionbib.com/bibliography/medical851h1.html#TT224109"}

@inproceedings{bb229112,
        AUTHOR = "Li, M. and Zhao, K. and Peng, C. and Hobson, P. and Jennings, T. and Lovell, B.C.",
        TITLE = "Deep Adaptive Few Example Learning for Microscopy Image Cell Counting",
        BOOKTITLE = DICTA21,
        YEAR = "2021",
        PAGES = "1-7",
        BIBSOURCE = "http://www.visionbib.com/bibliography/medical851h1.html#TT224110"}

@inproceedings{bb229113,
        AUTHOR = "Dodballapur, V. and Song, Y. and Huang, H. and Chen, M. and Chrzanowski, W. and Cai, W.D.",
        TITLE = "Dual-Stage Domain Adaptive Mitosis Detection for Histopathology
Images",
        BOOKTITLE = DICTA20,
        YEAR = "2020",
        PAGES = "1-7",
        BIBSOURCE = "http://www.visionbib.com/bibliography/medical851h1.html#TT224111"}

@inproceedings{bb229114,
        AUTHOR = "Grabel, P. and Crysandt, M. and Klinkhammer, B.M. and Boor, P. and Brummendorf, T.H. and Merhof, D.",
        TITLE = "Guided Representation Learning for the Classification of
Hematopoietic Cells",
        BOOKTITLE = CDPath21,
        YEAR = "2021",
        PAGES = "545-551",
        BIBSOURCE = "http://www.visionbib.com/bibliography/medical851h1.html#TT224112"}

@inproceedings{bb229115,
        AUTHOR = "Pahwa, E. and Mehta, D. and Kapadia, S. and Jain, D. and Luthra, A.",
        TITLE = "MedSkip: Medical Report Generation Using Skip Connections and
Integrated Attention",
        BOOKTITLE = CVAMD21,
        YEAR = "2021",
        PAGES = "3402-3408",
        BIBSOURCE = "http://www.visionbib.com/bibliography/medical851h1.html#TT224113"}

@inproceedings{bb229116,
        AUTHOR = "Dawood, M. and Branson, K. and Rajpoot, N.M. and Minhas, F.U.A.A.",
        TITLE = "ALBRT: Cellular Composition Prediction in Routine Histology Images",
        BOOKTITLE = CDPath21,
        YEAR = "2021",
        PAGES = "664-673",
        BIBSOURCE = "http://www.visionbib.com/bibliography/medical851h1.html#TT224114"}

@inproceedings{bb229117,
        AUTHOR = "Jahanifar, M. and Tajeddin, N.Z. and Koohbanani, N.A. and Rajpoot, N.",
        TITLE = "Robust Interactive Semantic Segmentation of Pathology Images with
Minimal User Input",
        BOOKTITLE = CDPath21,
        YEAR = "2021",
        PAGES = "674-683",
        BIBSOURCE = "http://www.visionbib.com/bibliography/medical851h1.html#TT224115"}

@inproceedings{bb229118,
        AUTHOR = "Jewsbury, R. and Bhalerao, A. and Rajpoot, N.",
        TITLE = "A QuadTree Image Representation for Computational Pathology",
        BOOKTITLE = CDPath21,
        YEAR = "2021",
        PAGES = "648-656",
        BIBSOURCE = "http://www.visionbib.com/bibliography/medical851h1.html#TT224116"}

@inproceedings{bb229119,
        AUTHOR = "Boyd, J. and Liashuha, M. and Deutsch, E. and Paragios, N. and Christodoulidis, S. and Vakalopoulou, M.",
        TITLE = "Self-Supervised Representation Learning using Visual Field Expansion
on Digital Pathology",
        BOOKTITLE = CDPath21,
        YEAR = "2021",
        PAGES = "639-647",
        BIBSOURCE = "http://www.visionbib.com/bibliography/medical851h1.html#TT224117"}

@inproceedings{bb229120,
        AUTHOR = "Lai, Z.F. and Wang, C. and Oliveira, L.C. and Dugger, B.N. and Cheung, S.C. and Chuah, C.N.",
        TITLE = "Joint Semi-supervised and Active Learning for Segmentation of
Gigapixel Pathology Images with Cost-Effective Labeling",
        BOOKTITLE = CDPath21,
        YEAR = "2021",
        PAGES = "591-600",
        BIBSOURCE = "http://www.visionbib.com/bibliography/medical851h1.html#TT224118"}

@inproceedings{bb229121,
        AUTHOR = "Marini, N. and Atzori, M. and Otalora, S. and Marchand Maillet, S. and Muller, H.",
        TITLE = "H&E-adversarial network: a convolutional neural network to learn
stain-invariant features through Hematoxylin & Eosin regression",
        BOOKTITLE = CDPath21,
        YEAR = "2021",
        PAGES = "601-610",
        BIBSOURCE = "http://www.visionbib.com/bibliography/medical851h1.html#TT224119"}

@inproceedings{bb229122,
        AUTHOR = "Deuschel, J. and Firmbach, D. and Geppert, C.I. and Eckstein, M. and Hartmann, A. and Bruns, V. and Kuritcyn, P. and Dexl, J. and Hartmann, D. and Perrin, D. and Wittenberg, T. and Benz, M.",
        TITLE = "Multi-Prototype Few-shot Learning in Histopathology",
        BOOKTITLE = CDPath21,
        YEAR = "2021",
        PAGES = "620-628",
        BIBSOURCE = "http://www.visionbib.com/bibliography/medical851h1.html#TT224120"}

@inproceedings{bb229123,
        AUTHOR = "Srinidhi, C.L. and Martel, A.L.",
        TITLE = "Improving Self-supervised Learning with Hardness-aware Dynamic
Curriculum Learning: An Application to Digital Pathology",
        BOOKTITLE = CDPath21,
        YEAR = "2021",
        PAGES = "562-571",
        BIBSOURCE = "http://www.visionbib.com/bibliography/medical851h1.html#TT224121"}

@inproceedings{bb229124,
        AUTHOR = "Tang, S. and Hosseini, M.S. and Chen, L. and Varma, S. and Rowsell, C. and Damaskinos, S. and Plataniotis, K.N. and Wang, Z.",
        TITLE = "Probeable DARTS with Application to Computational Pathology",
        BOOKTITLE = CDPath21,
        YEAR = "2021",
        PAGES = "572-581",
        BIBSOURCE = "http://www.visionbib.com/bibliography/medical851h1.html#TT224122"}

@inproceedings{bb229125,
        AUTHOR = "Gamper, J. and Rajpoot, N.",
        TITLE = "Multiple Instance Captioning: Learning Representations from
Histopathology Textbooks and Articles",
        BOOKTITLE = CVPR21,
        YEAR = "2021",
        PAGES = "16544-16554",
        BIBSOURCE = "http://www.visionbib.com/bibliography/medical851h1.html#TT224123"}

@inproceedings{bb229126,
        AUTHOR = "Zhang, J.W. and Ma, K. and van Arnam, J. and Gupta, R. and Saltz, J. and Vakalopoulou, M. and Samaras, D.",
        TITLE = "A Joint Spatial and Magnification Based Attention Framework for Large
Scale Histopathology Classification",
        BOOKTITLE = CVMI21,
        YEAR = "2021",
        PAGES = "3771-3779",
        BIBSOURCE = "http://www.visionbib.com/bibliography/medical851h1.html#TT224124"}

@inproceedings{bb229127,
        AUTHOR = "Stepec, D. and Skocaj, D.",
        TITLE = "Unsupervised Detection of Cancerous Regions in Histology Imagery
using Image-to-Image Translation",
        BOOKTITLE = CVMI21,
        YEAR = "2021",
        PAGES = "3780-3787",
        BIBSOURCE = "http://www.visionbib.com/bibliography/medical851h1.html#TT224125"}

@inproceedings{bb229128,
        AUTHOR = "Wei, J. and Suriawinata, A. and Ren, B. and Liu, X.Y. and Lisovsky, M. and Vaickus, L. and Brown, C. and Baker, M. and Nasir Moin, M. and Tomita, N. and Torresani, L. and Wei, J. and Hassanpour, S.",
        TITLE = "Learn like a Pathologist: Curriculum Learning by Annotator Agreement
for Histopathology Image Classification",
        BOOKTITLE = WACV21,
        YEAR = "2021",
        PAGES = "2472-2482",
        BIBSOURCE = "http://www.visionbib.com/bibliography/medical851h1.html#TT224126"}

@inproceedings{bb229129,
        AUTHOR = "Belharbi, S. and Ben Ayed, I. and McCaffrey, L. and Granger, E.",
        TITLE = "Deep Active Learning for Joint Classification Segmentation with Weak
Annotator",
        BOOKTITLE = WACV21,
        YEAR = "2021",
        PAGES = "3337-3346",
        BIBSOURCE = "http://www.visionbib.com/bibliography/medical851h1.html#TT224127"}

@inproceedings{bb229130,
        AUTHOR = "Gong, X. and Chen, S.Y. and Zhang, B.C. and Doermann, D.",
        TITLE = "Style Consistent Image Generation for Nuclei Instance Segmentation",
        BOOKTITLE = WACV21,
        YEAR = "2021",
        PAGES = "3993-4002",
        BIBSOURCE = "http://www.visionbib.com/bibliography/medical851h1.html#TT224128"}

@inproceedings{bb229131,
        AUTHOR = "Zhao, S. and Li, X. and Chen, Z.N. and Liu, C. and Peng, C.G.",
        TITLE = "Res2-unet: An Enhanced Network for Generalized Nuclear Segmentation in
Pathological Images",
        BOOKTITLE = MMMod21,
        YEAR = "2021",
        PAGES = "II:87-98",
        BIBSOURCE = "http://www.visionbib.com/bibliography/medical851h1.html#TT224129"}

@inproceedings{bb229132,
        AUTHOR = "Luo, J.Q. and Zhao, Z.C. and Su, F. and Guo, L.",
        TITLE = "Triplet-path Dilated Network for Detection and Segmentation of
General Pathological Images",
        BOOKTITLE = ICPR21,
        YEAR = "2021",
        PAGES = "1452-1459",
        BIBSOURCE = "http://www.visionbib.com/bibliography/medical851h1.html#TT224130"}

@inproceedings{bb229133,
        AUTHOR = "Yao, Z.Y. and Li, K.Q. and Luo, Y. and Zhou, X.G. and Sun, M. and Zhang, G.H.",
        TITLE = "Accurate Cell Segmentation in Digital Pathology Images via Attention
Enforced Networks",
        BOOKTITLE = ICPR21,
        YEAR = "2021",
        PAGES = "1590-1595",
        BIBSOURCE = "http://www.visionbib.com/bibliography/medical851h1.html#TT224131"}

@inproceedings{bb229134,
        AUTHOR = "Shin, B. and Cho, J. and Yu, H. and Choi, S.J.",
        TITLE = "Sparse Network Inversion for Key Instance Detection in Multiple
Instance Learning",
        BOOKTITLE = ICPR21,
        YEAR = "2021",
        PAGES = "4083-4090",
        BIBSOURCE = "http://www.visionbib.com/bibliography/medical851h1.html#TT224132"}

@inproceedings{bb229135,
        AUTHOR = "Ozen, Y. and Aksoy, S. and Kosemehmetoglu, K. and Onder, S. and Uner, A.",
        TITLE = "Self-Supervised Learning with Graph Neural Networks for Region of
Interest Retrieval in Histopathology",
        BOOKTITLE = ICPR21,
        YEAR = "2021",
        PAGES = "6329-6334",
        BIBSOURCE = "http://www.visionbib.com/bibliography/medical851h1.html#TT224133"}

@inproceedings{bb229136,
        AUTHOR = "Sikaroudi, M. and Ghojogh, B. and Karray, F. and Crowley, M. and Tizhoosh, H.R.",
        TITLE = "Batch-Incremental Triplet Sampling for Training Triplet Networks
Using Bayesian Updating Theorem",
        BOOKTITLE = ICPR21,
        YEAR = "2021",
        PAGES = "7080-7086",
        BIBSOURCE = "http://www.visionbib.com/bibliography/medical851h1.html#TT224134"}

@inproceedings{bb229137,
        AUTHOR = "Bussola, N. and Marcolini, A. and Maggio, V. and Jurman, G. and Furlanello, C.",
        TITLE = "AI Slipping on Tiles: Data Leakage in Digital Pathology",
        BOOKTITLE = AIDP20,
        YEAR = "2020",
        PAGES = "167-182",
        BIBSOURCE = "http://www.visionbib.com/bibliography/medical851h1.html#TT224135"}

@inproceedings{bb229138,
        AUTHOR = "Sikaroudi, M. and Ghojogh, B. and Safarpoor, A. and Karray, F. and Crowley, M. and Tizhoosh, H.R.",
        TITLE = "Offline Versus Online Triplet Mining Based on Extreme Distances of
Histopathology Patches",
        BOOKTITLE = ISVC20,
        YEAR = "2020",
        PAGES = "I:333-345",
        BIBSOURCE = "http://www.visionbib.com/bibliography/medical851h1.html#TT224136"}

@inproceedings{bb229139,
        AUTHOR = "Maleki, D. and Afshari, M. and Babaie, M. and Tizhoosh, H.R.",
        TITLE = "Ink Marker Segmentation in Histopathology Images Using Deep Learning",
        BOOKTITLE = ISVC20,
        YEAR = "2020",
        PAGES = "I:359-368",
        BIBSOURCE = "http://www.visionbib.com/bibliography/medical851h1.html#TT224137"}

@inproceedings{bb229140,
        AUTHOR = "Cheng, H.T. and Yeh, C.F. and Kuo, P.C. and Wei, A. and Liu, K.C. and Ko, M.C. and Chao, K.H. and Peng, Y.C. and Liu, T.L.",
        TITLE = "Self-similarity Student for Partial Label Histopathology Image
Segmentation",
        BOOKTITLE = ECCV20,
        YEAR = "2020",
        PAGES = "XXV:117-132",
        BIBSOURCE = "http://www.visionbib.com/bibliography/medical851h1.html#TT224138"}

@inproceedings{bb229141,
        AUTHOR = "Xiang, Y. and Chen, J. and Liu, Q. and Liang, Y.",
        TITLE = "Disentangled Representation Learning Based Multidomain Stain
Normalization For Histological Images",
        BOOKTITLE = ICIP20,
        YEAR = "2020",
        PAGES = "360-364",
        BIBSOURCE = "http://www.visionbib.com/bibliography/medical851h1.html#TT224139"}

@inproceedings{bb229142,
        AUTHOR = "Hosseini, M.S. and Chan, L. and Huang, W.M. and Wang, Y.C. and Hasan, D. and Rowsell, C. and Damaskinos, S. and Plataniotis, K.N.",
        TITLE = "On Transferability of Histological Tissue Labels in Computational
Pathology",
        BOOKTITLE = ECCV20,
        YEAR = "2020",
        PAGES = "XXIX: 453-469",
        BIBSOURCE = "http://www.visionbib.com/bibliography/medical851h1.html#TT224140"}

@inproceedings{bb229143,
        AUTHOR = "Cheeseman, A.K. and Tizhoosh, H.R. and Vrscay, E.R.",
        TITLE = "Studying the Effect of Digital Stain Separation of Histopathology
Images on Image Search Performance",
        BOOKTITLE = ICIAR20,
        YEAR = "2020",
        PAGES = "II:262-273",
        BIBSOURCE = "http://www.visionbib.com/bibliography/medical851h1.html#TT224141"}

@inproceedings{bb229144,
        AUTHOR = "Alinsaif, S. and Lang, J.",
        TITLE = "Histological Image Classification using Deep Features and Transfer
Learning",
        BOOKTITLE = CRV20,
        YEAR = "2020",
        PAGES = "101-108",
        BIBSOURCE = "http://www.visionbib.com/bibliography/medical851h1.html#TT224142"}

@inproceedings{bb229145,
        AUTHOR = "Hosseini, M.S. and Chan, L. and Tse, G. and Tang, M. and Deng, J. and Norouzi, S. and Rowsell, C. and Plataniotis, K.N. and Damaskinos, S.",
        TITLE = "Atlas of Digital Pathology: A Generalized Hierarchical Histological
Tissue Type-Annotated Database for Deep Learning",
        BOOKTITLE = CVPR19,
        YEAR = "2019",
        PAGES = "11739-11748",
        BIBSOURCE = "http://www.visionbib.com/bibliography/medical851h1.html#TT224143"}

@inproceedings{bb229146,
        AUTHOR = "Hou, L. and Agarwal, A. and Samaras, D. and Kurc, T.M. and Gupta, R.R. and Saltz, J.H.",
        TITLE = "Robust Histopathology Image Analysis: To Label or to Synthesize?",
        BOOKTITLE = CVPR19,
        YEAR = "2019",
        PAGES = "8525-8534",
        BIBSOURCE = "http://www.visionbib.com/bibliography/medical851h1.html#TT224144"}

@inproceedings{bb229147,
        AUTHOR = "Xu, G. and Song, Z. and Sun, Z. and Ku, C. and Yang, Z. and Liu, C. and Wang, S. and Ma, J. and Xu, W.",
        TITLE = "CAMEL: A Weakly Supervised Learning Framework for Histopathology
Image Segmentation",
        BOOKTITLE = ICCV19,
        YEAR = "2019",
        PAGES = "10681-10690",
        BIBSOURCE = "http://www.visionbib.com/bibliography/medical851h1.html#TT224145"}

@inproceedings{bb229148,
        AUTHOR = "Bidart, R. and Wong, A.",
        TITLE = "TriResNet: A Deep Triple-Stream Residual Network for Histopathology
Grading",
        BOOKTITLE = ICIAR19,
        YEAR = "2019",
        PAGES = "II:369-382",
        BIBSOURCE = "http://www.visionbib.com/bibliography/medical851h1.html#TT224146"}

@inproceedings{bb229149,
        AUTHOR = "Cheeseman, A.K. and Tizhoosh, H. and Vrscay, E.R.",
        TITLE = "A Compact Representation of Histopathology Images Using Digital Stain
Separation and Frequency-Based Encoded Local Projections",
        BOOKTITLE = ICIAR19,
        YEAR = "2019",
        PAGES = "II:147-158",
        BIBSOURCE = "http://www.visionbib.com/bibliography/medical851h1.html#TT224147"}

@inproceedings{bb229150,
        AUTHOR = "Kieffer, B. and Babaie, M. and Kalra, S. and Tizhoosh, H.R.",
        TITLE = "Convolutional neural networks for histopathology image
classification: Training vs. Using pre-trained networks",
        BOOKTITLE = IPTA17,
        YEAR = "2017",
        PAGES = "1-6",
        BIBSOURCE = "http://www.visionbib.com/bibliography/medical851h1.html#TT224148"}

@inproceedings{bb229151,
        AUTHOR = "Valkonen, M. and Kartasalo, K. and Liimatainen, K. and Nykter, M. and Latonen, L. and Ruusuvuori, P.",
        TITLE = "Dual Structured Convolutional Neural Network with Feature
Augmentation for Quantitative Characterization of Tissue Histology",
        BOOKTITLE = BioIm17,
        YEAR = "2017",
        PAGES = "27-35",
        BIBSOURCE = "http://www.visionbib.com/bibliography/medical851h1.html#TT224149"}

@inproceedings{bb229152,
        AUTHOR = "Li, W. and Qian, X. and Ji, J.",
        TITLE = "Noise-tolerant deep learning for histopathological image segmentation",
        BOOKTITLE = ICIP17,
        YEAR = "2017",
        PAGES = "3075-3079",
        BIBSOURCE = "http://www.visionbib.com/bibliography/medical851h1.html#TT224150"}

@inproceedings{bb229153,
        AUTHOR = "Astola, L.",
        TITLE = "Stain separation in digital bright field histopathology",
        BOOKTITLE = IPTA16,
        YEAR = "2016",
        PAGES = "1-6",
        BIBSOURCE = "http://www.visionbib.com/bibliography/medical851h1.html#TT224151"}

@inproceedings{bb229154,
        AUTHOR = "Agarwal, N. and Xu, X.M. and Gopi, M.",
        TITLE = "Automatic Detection of Histological Artifacts in Mouse Brain Slice
Images",
        BOOKTITLE = MCV16,
        YEAR = "2016",
        PAGES = "105-115",
        BIBSOURCE = "http://www.visionbib.com/bibliography/medical851h1.html#TT224152"}

@inproceedings{bb229155,
        AUTHOR = "Corredor, G. and Romero, E.",
        TITLE = "Learning histopathological regions of interest by fusing bottom-up
and top-down information",
        BOOKTITLE = ICIP15,
        YEAR = "2015",
        PAGES = "3200-3204",
        BIBSOURCE = "http://www.visionbib.com/bibliography/medical851h1.html#TT224153"}

@inproceedings{bb229156,
        AUTHOR = "Li, X.Y. and Plataniotis, K.N.",
        TITLE = "Diagnostic color estimation of tissue components in pathology images
via von Mises mixture model",
        BOOKTITLE = ICIP15,
        YEAR = "2015",
        PAGES = "2060-2064",
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@inproceedings{bb229157,
        AUTHOR = "Hatipoglu, N. and Bilgin, G.",
        TITLE = "Classification of histopathological images using convolutional neural
network",
        BOOKTITLE = IPTA14,
        YEAR = "2014",
        PAGES = "1-6",
        BIBSOURCE = "http://www.visionbib.com/bibliography/medical851h1.html#TT224155"}

@inproceedings{bb229158,
        AUTHOR = "McCann, M.T. and Majumdar, J. and Peng, C. and Castro, C.A. and Kovacevic, J.",
        TITLE = "Algorithm and benchmark dataset for stain separation in histology
images",
        BOOKTITLE = ICIP14,
        YEAR = "2014",
        PAGES = "3953-3957",
        BIBSOURCE = "http://www.visionbib.com/bibliography/medical851h1.html#TT224156"}

@inproceedings{bb229159,
        AUTHOR = "Sommer, C. and Fiaschi, L. and Hamprecht, F.A. and Gerlich, D.W.",
        TITLE = "Learning-based mitotic cell detection in histopathological images",
        BOOKTITLE = ICPR12,
        YEAR = "2012",
        PAGES = "2306-2309",
        BIBSOURCE = "http://www.visionbib.com/bibliography/medical851h1.html#TT224157"}

@inproceedings{bb229160,
        AUTHOR = "Diaz, G. and Romero, E.",
        TITLE = "Histopathological Image Classification Using Stain Component Features
on a pLSA Model",
        BOOKTITLE = CIARP10,
        YEAR = "2010",
        PAGES = "55-62",
        BIBSOURCE = "http://www.visionbib.com/bibliography/medical851h1.html#TT224158"}

@inproceedings{bb229161,
        AUTHOR = "Cooper, L. and Saltz, J. and Machiraju, R. and Huang, K.",
        TITLE = "Two-point correlation as a feature for histology images:
Feature space structure and correlation updating",
        BOOKTITLE = MMBIA10,
        YEAR = "2010",
        PAGES = "79-86",
        BIBSOURCE = "http://www.visionbib.com/bibliography/medical851h1.html#TT224159"}

@inproceedings{bb229162,
        AUTHOR = "Graf, F. and Grzegorzek, M. and Paulus, D.",
        TITLE = "Counting Lymphocytes in Histopathology Images Using Connected
Components",
        BOOKTITLE = "ICPR-Contests10",
        YEAR = "2010",
        PAGES = "263-269",
        BIBSOURCE = "http://www.visionbib.com/bibliography/medical851h1.html#TT224160"}

@inproceedings{bb229163,
        AUTHOR = "Cheng, J. and Veronika, M. and Rajapakse, J.C.",
        TITLE = "Identifying Cells in Histopathological Images",
        BOOKTITLE = "ICPR-Contests10",
        YEAR = "2010",
        PAGES = "244-252",
        BIBSOURCE = "http://www.visionbib.com/bibliography/medical851h1.html#TT224161"}

@inproceedings{bb229164,
        AUTHOR = "Kuse, M. and Sharma, T. and Gupta, S.",
        TITLE = "A Classification Scheme for Lymphocyte Segmentation in H&E Stained
Histology Images",
        BOOKTITLE = "ICPR-Contests10",
        YEAR = "2010",
        PAGES = "235-243",
        BIBSOURCE = "http://www.visionbib.com/bibliography/medical851h1.html#TT224162"}

@inproceedings{bb229165,
        AUTHOR = "Gurcan, M.N. and Madabhushi, A. and Rajpoot, N.",
        TITLE = "Pattern Recognition in Histopathological Images: An ICPR 2010 Contest",
        BOOKTITLE = "ICPR-Contests10",
        YEAR = "2010",
        PAGES = "226-234",
        BIBSOURCE = "http://www.visionbib.com/bibliography/medical851h1.html#TT224163"}

@inproceedings{bb229166,
        AUTHOR = "Thomas, K.A. and Sottile, M.J. and Salafia, C.M.",
        TITLE = "Unsupervised Segmentation for Inflammation Detection in Histopathology
Images",
        BOOKTITLE = ICISP10,
        YEAR = "2010",
        PAGES = "541-549",
        BIBSOURCE = "http://www.visionbib.com/bibliography/medical851h1.html#TT224164"}

@inproceedings{bb229167,
        AUTHOR = "Noah, S.A. and Yaakob, S. and Shahar, S.",
        TITLE = "Application of Information Visualization Techniques in Representing
Patients' Temporal Personal History Data",
        BOOKTITLE = IVIC09,
        YEAR = "2009",
        PAGES = "168-179",
        BIBSOURCE = "http://www.visionbib.com/bibliography/medical851h1.html#TT224165"}

@inproceedings{bb229168,
        AUTHOR = "Cosatto, E. and Miller, M. and Graf, H.P. and Meyer, J.S.",
        TITLE = "Grading nuclear pleomorphism on histological micrographs",
        BOOKTITLE = ICPR08,
        YEAR = "2008",
        PAGES = "1-4",
        BIBSOURCE = "http://www.visionbib.com/bibliography/medical851h1.html#TT224166"}

@inproceedings{bb229169,
        AUTHOR = "Canada, B.A. and Thomas, G.K. and Cheng, K.C. and Wang, J.Z. and Liu, Y.X.",
        TITLE = "Automatic lattice detection in near-regular histology array images",
        BOOKTITLE = ICIP08,
        YEAR = "2008",
        PAGES = "1452-1455",
        BIBSOURCE = "http://www.visionbib.com/bibliography/medical851h1.html#TT224167"}

@inproceedings{bb229170,
        AUTHOR = "Canada, B.A. and Thomas, G.K. and Cheng, K.C. and Wang, J.Z. and Liu, Y.X.",
        TITLE = "Towards efficient automated characterization of irregular histology
images via transformation to frieze-like patterns",
        BOOKTITLE = CIVR08,
        YEAR = "2008",
        PAGES = "581-590",
        BIBSOURCE = "http://www.visionbib.com/bibliography/medical851h1.html#TT224168"}

@inproceedings{bb229171,
        AUTHOR = "Zhao, D.H. and Chen, Y.X. and Correa, H.",
        TITLE = "Statistical Categorization of Human Histological Images",
        BOOKTITLE = ICIP05,
        YEAR = "2005",
        PAGES = "III: 628-631",
        BIBSOURCE = "http://www.visionbib.com/bibliography/medical851h1.html#TT224169"}

@inproceedings{bb229172,
        AUTHOR = "Roula, M.A. and Bouridane, A. and Kurugollu, F.",
        TITLE = "An evolutionary snake algorithm for the segmentation of nuclei in
histopathological images",
        BOOKTITLE = ICIP04,
        YEAR = "2004",
        PAGES = "I: 127-130",
        BIBSOURCE = "http://www.visionbib.com/bibliography/medical851h1.html#TT224170"}

@inproceedings{bb229173,
        AUTHOR = "Nedzved, A. and Ablameyko, S.V. and Pitas, I.",
        TITLE = "Morphological Segmentation of Histology Cell Images",
        BOOKTITLE = ICPR00,
        YEAR = "2000",
        PAGES = "Vol I: 500-503",
        BIBSOURCE = "http://www.visionbib.com/bibliography/medical851h1.html#TT224171"}

@article{bb229174,
        AUTHOR = "Sertel, O. and Kong, J. and Shimada, H. and Catalyurek, U.V. and Saltz, J.H. and Gurcan, M.N.",
        TITLE = "Computer-aided prognosis of neuroblastoma on whole-slide images:
Classification of stromal development",
        JOURNAL = PR,
        VOLUME = "42",
        YEAR = "2009",
        NUMBER = "6",
        MONTH = "June",
        PAGES = "1093-1103",
        BIBSOURCE = "http://www.visionbib.com/bibliography/medical851wh2.html#TT224172"}

@article{bb229175,
        AUTHOR = "Kong, J. and Sertel, O. and Shimada, H. and Boyer, K.L. and Saltz, J. and Gurcan, M.N.",
        TITLE = "Computer-aided evaluation of neuroblastoma on whole-slide histology
images: Classifying grade of neuroblastic differentiation",
        JOURNAL = PR,
        VOLUME = "42",
        YEAR = "2009",
        NUMBER = "6",
        MONTH = "June",
        PAGES = "1080-1092",
        BIBSOURCE = "http://www.visionbib.com/bibliography/medical851wh2.html#TT224173"}

@inproceedings{bb229176,
        AUTHOR = "Kong, J. and Sertel, O. and Shimada, H. and Boyer, K.L. and Saltz, J. and Gurcan, M.N.",
        TITLE = "Computer-Aided Grading of Neuroblastic Differentiation:
Multi-Resolution and Multi-Classifier Approach",
        BOOKTITLE = ICIP07,
        YEAR = "2007",
        PAGES = "V: 525-528",
        BIBSOURCE = "http://www.visionbib.com/bibliography/medical851wh2.html#TT224174"}

@article{bb229177,
        AUTHOR = "Zhu, S.J. and Li, Y.H. and Kalra, S. and Tizhoosh, H.R.",
        TITLE = "Multiple disjoint dictionaries for representation of histopathology
images",
        JOURNAL = JVCIR,
        VOLUME = "55",
        YEAR = "2018",
        PAGES = "243-252",
        BIBSOURCE = "http://www.visionbib.com/bibliography/medical851wh2.html#TT224175"}

@article{bb229178,
        AUTHOR = "Adu, K. and Yu, Y.B. and Cai, J.Y. and Owusu Agyemang, K. and Twumasi, B.A. and Wang, X.X.",
        TITLE = "DHS-CapsNet: Dual horizontal squash capsule networks for lung and
colon cancer classification from whole slide histopathological images",
        JOURNAL = IJIST,
        VOLUME = "31",
        YEAR = "2021",
        NUMBER = "4",
        PAGES = "2075-2092",
        BIBSOURCE = "http://www.visionbib.com/bibliography/medical851wh2.html#TT224176"}

@article{bb229179,
        AUTHOR = "Xiang, T. and Song, Y. and Zhang, C.Y. and Liu, D. and Chen, M. and Zhang, F. and Huang, H. and O'Donnell, L. and Cai, W.D.",
        TITLE = "DSNet: A Dual-Stream Framework for Weakly-Supervised Gigapixel
Pathology Image Analysis",
        JOURNAL = MedImg,
        VOLUME = "41",
        YEAR = "2022",
        NUMBER = "8",
        MONTH = "August",
        PAGES = "2180-2190",
        BIBSOURCE = "http://www.visionbib.com/bibliography/medical851wh2.html#TT224177"}

@article{bb229180,
        AUTHOR = "Zheng, Y. and Gindra, R.H. and Green, E.J. and Burks, E.J. and Betke, M. and Beane, J.E. and Kolachalama, V.B.",
        TITLE = "A Graph-Transformer for Whole Slide Image Classification",
        JOURNAL = MedImg,
        VOLUME = "41",
        YEAR = "2022",
        NUMBER = "11",
        MONTH = "November",
        PAGES = "3003-3015",
        BIBSOURCE = "http://www.visionbib.com/bibliography/medical851wh2.html#TT224178"}

@article{bb229181,
        AUTHOR = "Wang, Z.Z. and Saoud, C. and Wangsiricharoen, S. and James, A.W. and Popel, A.S. and Sulam, J.",
        TITLE = "Label Cleaning Multiple Instance Learning: Refining Coarse
Annotations on Single Whole-Slide Images",
        JOURNAL = MedImg,
        VOLUME = "41",
        YEAR = "2022",
        NUMBER = "12",
        MONTH = "December",
        PAGES = "3952-3968",
        BIBSOURCE = "http://www.visionbib.com/bibliography/medical851wh2.html#TT224179"}

@article{bb229182,
        AUTHOR = "Jiang, Y.H. and Cui, R. and Liu, F.",
        TITLE = "Multi-resolutional human visual perception optimized pathology image
progressive coding based on JPEG2000",
        JOURNAL = SP:IC,
        VOLUME = "115",
        YEAR = "2023",
        PAGES = "116960",
        BIBSOURCE = "http://www.visionbib.com/bibliography/medical851wh2.html#TT224180"}

@article{bb229183,
        AUTHOR = "Yu, J.G. and Wu, Z. and Ming, Y. and Deng, S. and Wu, Q.H. and Xiong, Z.T. and Yu, T.Y. and Xia, G.S. and Jiang, Q.P. and Li, Y.Q.",
        TITLE = "Bayesian Collaborative Learning for Whole-Slide Image Classification",
        JOURNAL = MedImg,
        VOLUME = "42",
        YEAR = "2023",
        NUMBER = "6",
        MONTH = "June",
        PAGES = "1809-1821",
        BIBSOURCE = "http://www.visionbib.com/bibliography/medical851wh2.html#TT224181"}

@article{bb229184,
        AUTHOR = "Zheng, Y.S. and Li, J. and Shi, J. and Xie, F.Y. and Huai, J.G. and Cao, M. and Jiang, Z.G.",
        TITLE = "Kernel Attention Transformer for Histopathology Whole Slide Image
Analysis and Assistant Cancer Diagnosis",
        JOURNAL = MedImg,
        VOLUME = "42",
        YEAR = "2023",
        NUMBER = "9",
        MONTH = "September",
        PAGES = "2726-2739",
        BIBSOURCE = "http://www.visionbib.com/bibliography/medical851wh2.html#TT224182"}

@article{bb229185,
        AUTHOR = "Wang, Z. and Feng, Q.Y. and Corredor, G. and Koyuncu, C. and Lu, C.",
        TITLE = "Measuring dense false positive regions from segmentation result for
whole slide tissue histology image",
        JOURNAL = JVCIR,
        VOLUME = "96",
        YEAR = "2023",
        PAGES = "103929",
        BIBSOURCE = "http://www.visionbib.com/bibliography/medical851wh2.html#TT224183"}

@article{bb229186,
        AUTHOR = "Wang, Z.H. and Yu, L. and Ding, X. and Liao, X.H. and Wang, L.S.",
        TITLE = "Shared-Specific Feature Learning With Bottleneck Fusion Transformer
for Multi-Modal Whole Slide Image Analysis",
        JOURNAL = MedImg,
        VOLUME = "42",
        YEAR = "2023",
        NUMBER = "11",
        MONTH = "November",
        PAGES = "3374-3383",
        BIBSOURCE = "http://www.visionbib.com/bibliography/medical851wh2.html#TT224184"}

@article{bb229187,
        AUTHOR = "Morales Alvarez, P. and Schmidt, A. and Hernandez Lobato, J.M. and Molina, R.",
        TITLE = "Introducing instance label correlation in multiple instance learning.
Application to cancer detection on histopathological images",
        JOURNAL = PR,
        VOLUME = "146",
        YEAR = "2024",
        PAGES = "110057",
        BIBSOURCE = "http://www.visionbib.com/bibliography/medical851wh2.html#TT224185"}

@article{bb229188,
        AUTHOR = "Shi, J.B. and Tang, L. and Gao, Z. and Li, Y. and Wang, C.B. and Gong, T. and Li, C. and Fu, H.Z.",
        TITLE = "MG-Trans: Multi-Scale Graph Transformer With Information Bottleneck
for Whole Slide Image Classification",
        JOURNAL = MedImg,
        VOLUME = "42",
        YEAR = "2023",
        NUMBER = "12",
        MONTH = "December",
        PAGES = "3871-3883",
        BIBSOURCE = "http://www.visionbib.com/bibliography/medical851wh2.html#TT224186"}

@inproceedings{bb229189,
        AUTHOR = "Clark, S. and Green, R.",
        TITLE = "Segmentation of Tissue Regions in Whole Slide Images Using
Hand-Crafted Image Features",
        BOOKTITLE = IVCNZ23,
        YEAR = "2023",
        PAGES = "1-6",
        BIBSOURCE = "http://www.visionbib.com/bibliography/medical851wh2.html#TT224187"}

@inproceedings{bb229190,
        AUTHOR = "Fang, K. and Jia, J.J.",
        TITLE = "A whole-slide pathology segmentation framework for the diagnosis of
non-small cell lung cancer",
        BOOKTITLE = CVIDL23,
        YEAR = "2023",
        PAGES = "310-313",
        BIBSOURCE = "http://www.visionbib.com/bibliography/medical851wh2.html#TT224188"}

@inproceedings{bb229191,
        AUTHOR = "Qu, L.H. and Yang, Z.W. and Duan, M.H. and Ma, Y.F. and Wang, S. and Wang, M. and Song, Z.J.",
        TITLE = "Boosting Whole Slide Image Classification from the Perspectives of
Distribution, Correlation and Magnification",
        BOOKTITLE = ICCV23,
        YEAR = "2023",
        PAGES = "21406-21416",
        BIBSOURCE = "http://www.visionbib.com/bibliography/medical851wh2.html#TT224189"}

@inproceedings{bb229192,
        AUTHOR = "Shao, Z.C. and Wang, Y.F. and Chen, Y. and Bian, H. and Liu, S.H. and Wang, H.Q. and Zhang, Y.B.",
        TITLE = "LNPL-MIL: Learning from Noisy Pseudo Labels for Promoting Multiple
Instance Learning in Whole Slide Image",
        BOOKTITLE = ICCV23,
        YEAR = "2023",
        PAGES = "21438-21438",
        BIBSOURCE = "http://www.visionbib.com/bibliography/medical851wh2.html#TT224190"}

@inproceedings{bb229193,
        AUTHOR = "Tang, W.H. and Huang, S. and Zhang, X.X. and Zhou, F.T. and Zhang, Y. and Liu, B.",
        TITLE = "Multiple Instance Learning Framework with Masked Hard Instance Mining
for Whole Slide Image Classification",
        BOOKTITLE = ICCV23,
        YEAR = "2023",
        PAGES = "4055-4064",
        BIBSOURCE = "http://www.visionbib.com/bibliography/medical851wh2.html#TT224191"}

@inproceedings{bb229194,
        AUTHOR = "Huang, Y.Y. and Zhao, W.Q. and Wang, S.J. and Fu, Y. and Jiang, Y.M. and Yu, L.",
        TITLE = "ConSlide: Asynchronous Hierarchical Interaction Transformer with
Breakup-Reorganize Rehearsal for Continual Whole Slide Image Analysis",
        BOOKTITLE = ICCV23,
        YEAR = "2023",
        PAGES = "21292-21303",
        BIBSOURCE = "http://www.visionbib.com/bibliography/medical851wh2.html#TT224192"}

@inproceedings{bb229195,
        AUTHOR = "Chan, T.H. and Cendra, F.J. and Ma, L. and Yin, G.S. and Yu, L.",
        TITLE = "Histopathology Whole Slide Image Analysis with Heterogeneous Graph
Representation Learning",
        BOOKTITLE = CVPR23,
        YEAR = "2023",
        PAGES = "15661-15670",
        BIBSOURCE = "http://www.visionbib.com/bibliography/medical851wh2.html#TT224193"}

@inproceedings{bb229196,
        AUTHOR = "Lin, T.C. and Yu, Z.M. and Hu, H.Y. and Xu, Y. and Chen, C.W.",
        TITLE = "Interventional Bag Multi-Instance Learning On Whole-Slide
Pathological Images",
        BOOKTITLE = CVPR23,
        YEAR = "2023",
        PAGES = "19830-19839",
        BIBSOURCE = "http://www.visionbib.com/bibliography/medical851wh2.html#TT224194"}

@inproceedings{bb229197,
        AUTHOR = "Chen, Y.C. and Lu, C.S.",
        TITLE = "RankMix: Data Augmentation for Weakly Supervised Learning of
Classifying Whole Slide Images with Diverse Sizes and Imbalanced
Categories",
        BOOKTITLE = CVPR23,
        YEAR = "2023",
        PAGES = "23936-23945",
        BIBSOURCE = "http://www.visionbib.com/bibliography/medical851wh2.html#TT224195"}

@inproceedings{bb229198,
        AUTHOR = "Li, H.L. and Zhu, C.L. and Zhang, Y.L. and Sun, Y.X. and Shui, Z.Y. and Kuang, W.W. and Zheng, S. and Yang, L.",
        TITLE = "Task-Specific Fine-Tuning via Variational Information Bottleneck for
Weakly-Supervised Pathology Whole Slide Image Classification",
        BOOKTITLE = CVPR23,
        YEAR = "2023",
        PAGES = "7454-7463",
        BIBSOURCE = "http://www.visionbib.com/bibliography/medical851wh2.html#TT224196"}

@inproceedings{bb229199,
        AUTHOR = "Launet, L. and Colomer, A. and Mosquera Zamudio, A. and Moscardo, A. and Monteagudo, C. and Naranjo, V.",
        TITLE = "A Self-Training Weakly-Supervised Framework for Pathologist-Like
Histopathological Image Analysis",
        BOOKTITLE = ICIP22,
        YEAR = "2022",
        PAGES = "3401-3405",
        BIBSOURCE = "http://www.visionbib.com/bibliography/medical851wh2.html#TT224197"}

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