{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2025,12,10]],"date-time":"2025-12-10T17:52:19Z","timestamp":1765389139926,"version":"3.46.0"},"publisher-location":"New York, NY, USA","reference-count":36,"publisher":"ACM","funder":[{"name":"NIH","award":["R01CA297855"],"award-info":[{"award-number":["R01CA297855"]}]}],"content-domain":{"domain":["dl.acm.org"],"crossmark-restriction":true},"short-container-title":[],"published-print":{"date-parts":[[2025,10,12]]},"DOI":"10.1145\/3765612.3767232","type":"proceedings-article","created":{"date-parts":[[2025,12,10]],"date-time":"2025-12-10T17:45:59Z","timestamp":1765388759000},"page":"1-10","update-policy":"https:\/\/doi.org\/10.1145\/crossmark-policy","source":"Crossref","is-referenced-by-count":0,"title":["Longitudinal Tumor Generation in Mammograms via Dual Encoder GAN and Learnable Blending"],"prefix":"10.1145","author":[{"ORCID":"https:\/\/orcid.org\/0000-0002-8524-9600","authenticated-orcid":false,"given":"Afsana Ahsan","family":"Jeny","sequence":"first","affiliation":[{"name":"University of Connecticut, Storrs, CT, USA"}],"role":[{"role":"author","vocabulary":"crossref"}]},{"ORCID":"https:\/\/orcid.org\/0009-0002-2015-9820","authenticated-orcid":false,"given":"Sahand","family":"Hamzehei","sequence":"additional","affiliation":[{"name":"University of Connecticut, Storrs, CT, USA"}],"role":[{"role":"author","vocabulary":"crossref"}]},{"ORCID":"https:\/\/orcid.org\/0009-0009-1083-2138","authenticated-orcid":false,"given":"Mostafa","family":"Karami","sequence":"additional","affiliation":[{"name":"University of Connecticut, Storrs, CT, USA"}],"role":[{"role":"author","vocabulary":"crossref"}]},{"ORCID":"https:\/\/orcid.org\/0009-0003-8866-2999","authenticated-orcid":false,"given":"Stephen Andrew","family":"Baker","sequence":"additional","affiliation":[{"name":"UConn Health, Farmington, CT, USA"}],"role":[{"role":"author","vocabulary":"crossref"}]},{"ORCID":"https:\/\/orcid.org\/0009-0005-3986-1582","authenticated-orcid":false,"given":"Tucker","family":"Van Rathe","sequence":"additional","affiliation":[{"name":"UConn Health, Farmington, CT, USA"}],"role":[{"role":"author","vocabulary":"crossref"}]},{"ORCID":"https:\/\/orcid.org\/0000-0001-7108-2021","authenticated-orcid":false,"given":"Clifford","family":"Yang","sequence":"additional","affiliation":[{"name":"UConn Health, Farmington, CT, USA"}],"role":[{"role":"author","vocabulary":"crossref"}]},{"ORCID":"https:\/\/orcid.org\/0000-0002-5996-1020","authenticated-orcid":false,"given":"Sheida","family":"Nabavi","sequence":"additional","affiliation":[{"name":"University of Connecticut, Storrs, CT, USA"}],"role":[{"role":"author","vocabulary":"crossref"}]}],"member":"320","published-online":{"date-parts":[[2025,12,10]]},"reference":[{"key":"e_1_3_2_1_1_1","doi-asserted-by":"publisher","DOI":"10.3390\/s23073440"},{"key":"e_1_3_2_1_2_1","volume-title":"Early detection of breast cancer in countries with limited resources. The breast journal 9","author":"Anderson Benjamin O","year":"2003","unstructured":"Benjamin O Anderson, Susan Braun, Susan Lim, Robert A Smith, Stephen Taplin, and David B Thomas. 2003. Early detection of breast cancer in countries with limited resources. The breast journal 9 (2003), S51\u2013S59."},{"key":"e_1_3_2_1_3_1","doi-asserted-by":"publisher","DOI":"10.1002\/mp.15598"},{"key":"e_1_3_2_1_4_1","unstructured":"John R Ball Bryan T Miller and Erin P Balogh. 2015. Improving diagnosis in health care. (2015)."},{"key":"e_1_3_2_1_5_1","volume-title":"Improved image quality in digital mammography with image processing. Medical physics 27, 7","author":"Baydush Alan H","year":"2000","unstructured":"Alan H Baydush and Carey E Floyd Jr. 2000. Improved image quality in digital mammography with image processing. Medical physics 27, 7 (2000), 1503\u20131508."},{"key":"e_1_3_2_1_6_1","doi-asserted-by":"publisher","DOI":"10.1038\/s41597-023-02025-1"},{"key":"e_1_3_2_1_7_1","doi-asserted-by":"publisher","DOI":"10.1111\/1754-9485.13261"},{"key":"e_1_3_2_1_8_1","doi-asserted-by":"publisher","DOI":"10.2174\/1573405614666191115102318"},{"key":"e_1_3_2_1_9_1","doi-asserted-by":"publisher","DOI":"10.1117\/1.JMI.6.3.031411"},{"key":"e_1_3_2_1_10_1","doi-asserted-by":"publisher","DOI":"10.1109\/BIBM62325.2024.10822291"},{"key":"e_1_3_2_1_11_1","doi-asserted-by":"publisher","DOI":"10.1002\/mp.17650"},{"key":"e_1_3_2_1_12_1","volume-title":"Segmentation for Early Tumor Detection in Mammograms Via Temporal Discrepancy Analysis and Dynamic Loss Weighting. In 2025 IEEE International Conference on Image Processing (ICIP). IEEE, 2253\u20132258","author":"Jeny Afsana Ahsan","year":"2025","unstructured":"Afsana Ahsan Jeny, Sahand Hamzehei, Mostafa Karami, Stephen Andrew Baker, Tucker Van Rathe, Clifford Yang, and Sheida Nabavi. 2025. Segmentation for Early Tumor Detection in Mammograms Via Temporal Discrepancy Analysis and Dynamic Loss Weighting. In 2025 IEEE International Conference on Image Processing (ICIP). IEEE, 2253\u20132258."},{"key":"e_1_3_2_1_13_1","volume-title":"Transgan: Two transformers can make one strong gan. arXiv preprint arXiv:2102.07074 1, 3","author":"Jiang Yifan","year":"2021","unstructured":"Yifan Jiang, Shiyu Chang, and Zhangyang Wang. 2021. Transgan: Two transformers can make one strong gan. arXiv preprint arXiv:2102.07074 1, 3 (2021)."},{"key":"e_1_3_2_1_14_1","volume-title":"International Workshop on Machine Learning in Medical Imaging. Springer, 346\u2013356","author":"Junayed Masum Shah","year":"2023","unstructured":"Masum Shah Junayed and Sheida Nabavi. 2023. A scaled denoising attention-based transformer for breast cancer detection and classification. In International Workshop on Machine Learning in Medical Imaging. Springer, 346\u2013356."},{"key":"e_1_3_2_1_15_1","volume-title":"Adam: A method for stochastic optimization. arXiv preprint arXiv:1412.6980","author":"Kingma Diederik P","year":"2014","unstructured":"Diederik P Kingma and Jimmy Ba. 2014. Adam: A method for stochastic optimization. arXiv preprint arXiv:1412.6980 (2014)."},{"key":"e_1_3_2_1_16_1","unstructured":"Diederik P Kingma Max Welling et al. 2013. Auto-encoding variational bayes."},{"key":"e_1_3_2_1_17_1","unstructured":"Dimitrios Korkinof Andreas Heindl Tobias Rijken Hugh Harvey and Ben Glocker. 2019. MammoGAN: High-resolution synthesis of realistic mammograms. (2019)."},{"key":"e_1_3_2_1_18_1","doi-asserted-by":"publisher","DOI":"10.1007\/978-3-031-43904-9_38"},{"key":"e_1_3_2_1_19_1","doi-asserted-by":"publisher","DOI":"10.1186\/s13058-024-01777-x"},{"key":"e_1_3_2_1_20_1","volume-title":"Mia Gorovoy, and Daniel L Rubin.","author":"Lee Rebecca Sawyer","year":"2017","unstructured":"Rebecca Sawyer Lee, Francisco Gimenez, Assaf Hoogi, Kanae Kawai Miyake, Mia Gorovoy, and Daniel L Rubin. 2017. A curated mammography data set for use in computer-aided detection and diagnosis research. Scientific data 4, 1 (2017), 1\u20139."},{"key":"e_1_3_2_1_21_1","doi-asserted-by":"publisher","DOI":"10.1364\/BOE.467683"},{"key":"e_1_3_2_1_22_1","doi-asserted-by":"publisher","DOI":"10.1109\/ICCV48922.2021.00986"},{"key":"e_1_3_2_1_23_1","doi-asserted-by":"publisher","DOI":"10.3390\/tomography8060241"},{"key":"e_1_3_2_1_24_1","volume-title":"GJ Den Heeten, and N Karssemeijer","author":"Mordang JJ","year":"2018","unstructured":"JJ Mordang, A Gubern-M\u00e9rida, A Bria, F Tortorella, RM Mann, MJM Broeders, GJ Den Heeten, and N Karssemeijer. 2018. The importance of early detection of calcifications associated with breast cancer in screening. Breast cancer research and treatment 167 (2018), 451\u2013458."},{"key":"e_1_3_2_1_25_1","doi-asserted-by":"publisher","DOI":"10.1038\/s41597-023-02100-7"},{"key":"e_1_3_2_1_26_1","doi-asserted-by":"publisher","DOI":"10.1109\/ICCVW60793.2023.00270"},{"key":"e_1_3_2_1_27_1","doi-asserted-by":"publisher","DOI":"10.1038\/s41598-022-09929-9"},{"key":"e_1_3_2_1_28_1","doi-asserted-by":"publisher","DOI":"10.1145\/3596711.3596772"},{"key":"e_1_3_2_1_29_1","doi-asserted-by":"publisher","DOI":"10.1109\/ICCVW60793.2023.00260"},{"key":"e_1_3_2_1_30_1","doi-asserted-by":"publisher","DOI":"10.1109\/ACCESS.2024.3354826"},{"key":"e_1_3_2_1_31_1","doi-asserted-by":"publisher","DOI":"10.1016\/j.eswa.2020.113968"},{"key":"e_1_3_2_1_32_1","volume-title":"Jean-Christophe Fillion-Robin, Steve Pieper, and Hugo JWL Aerts.","author":"Van Griethuysen Joost JM","year":"2017","unstructured":"Joost JM Van Griethuysen, Andriy Fedorov, Chintan Parmar, Ahmed Hosny, Nicole Aucoin, Vivek Narayan, Regina GH Beets-Tan, Jean-Christophe Fillion-Robin, Steve Pieper, and Hugo JWL Aerts. 2017. Computational radiomics system to decode the radiographic phenotype. Cancer research 77, 21 (2017), e104\u2013e107."},{"key":"e_1_3_2_1_33_1","first-page":"1","article-title":"EPG-GAN: edge-guided progressive growing generative adversarial network for mammogram synthesis","volume":"1","author":"Wang Shangyu","year":"2025","unstructured":"Shangyu Wang and Shaoping Wang. 2025. EPG-GAN: edge-guided progressive growing generative adversarial network for mammogram synthesis. AI & Materials 1, 1 (2025), 1\u20132.","journal-title":"AI & Materials"},{"key":"e_1_3_2_1_34_1","doi-asserted-by":"publisher","DOI":"10.1016\/j.knosys.2020.106465"},{"key":"e_1_3_2_1_35_1","doi-asserted-by":"publisher","DOI":"10.3390\/app122312206"},{"key":"e_1_3_2_1_36_1","doi-asserted-by":"publisher","DOI":"10.1109\/CVPR52688.2022.01102"}],"event":{"name":"BCB '25: 16th ACM International Conference on Bioinformatics, Computational Biology, and Health Informatics","location":"Element Philadelphia Downtown Philadelphia PA USA","acronym":"BCB '25","sponsor":["SIGBio ACM Special Interest Group on Bioinformatics"]},"container-title":["Proceedings of the 16th ACM International Conference on Bioinformatics, Computational Biology, and Health Informatics"],"original-title":[],"link":[{"URL":"https:\/\/dl.acm.org\/doi\/pdf\/10.1145\/3765612.3767232","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2025,12,10]],"date-time":"2025-12-10T17:47:37Z","timestamp":1765388857000},"score":1,"resource":{"primary":{"URL":"https:\/\/dl.acm.org\/doi\/10.1145\/3765612.3767232"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2025,10,12]]},"references-count":36,"alternative-id":["10.1145\/3765612.3767232","10.1145\/3765612"],"URL":"https:\/\/doi.org\/10.1145\/3765612.3767232","relation":{},"subject":[],"published":{"date-parts":[[2025,10,12]]},"assertion":[{"value":"2025-12-10","order":3,"name":"published","label":"Published","group":{"name":"publication_history","label":"Publication History"}}]}}