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3D reconstruction of skin and spatial mapping of immune cell density, vascular distance and effects of sun exposure and aging.

Autor: Ghose, Soumya¹ (AUTHOR), Ju, Yingnan² (AUTHOR), McDonough, Elizabeth¹ (AUTHOR), Ho, Jonhan³ (AUTHOR), Karunamurthy, Arivarasan³ (AUTHOR), Chadwick, Chrystal¹ (AUTHOR), Cho, Sanghee¹ (AUTHOR), Rose, Rachel¹ (AUTHOR), Corwin, Alex¹ (AUTHOR), Surrette, Christine¹ (AUTHOR), Martinez, Jessica¹ (AUTHOR), Williams, Eric¹ (AUTHOR), Sood, Anup¹ (AUTHOR), Al-Kofahi, Yousef¹ (AUTHOR), Falo Jr, Louis D.³ (AUTHOR), Börner, Katy² (AUTHOR) katy@indiana.edu, Ginty, Fiona¹ (AUTHOR) fiona.ginty@ge.com

Publikováno v: Communications Biology. 7/19/2023, Vol. 6 Issue 1, p1-14. 14p.

Predicting Breast Cancer Events in Ductal Carcinoma In Situ (DCIS) Using Generative Adversarial Network Augmented Deep Learning Model.

Autor: Ghose, Soumya¹ (AUTHOR), Cho, Sanghee¹ (AUTHOR), Ginty, Fiona¹ (AUTHOR), McDonough, Elizabeth¹ (AUTHOR), Davis, Cynthia¹ (AUTHOR), Zhang, Zhanpan¹ (AUTHOR), Mitra, Jhimli¹ (AUTHOR), Harris, Adrian L.² (AUTHOR), Thike, Aye Aye³ (AUTHOR), Tan, Puay Hoon³ (AUTHOR), Gökmen-Polar, Yesim^4,5 (AUTHOR) ypolar@emory.edu, Badve, Sunil S.^4,5 (AUTHOR) sbadve@emory.edu

Publikováno v: Cancers. Apr2023, Vol. 15 Issue 7, p1922. 12p.

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Radiomics-guided 3D CNN-vision transformer (Rad-CNNViT) ensemble to diagnose pulmonary sarcoidosis from CT

Autor: Colliot, Olivier, Mitra, Jhimli, Qiu, Jianwei, Mitra, Jhimli, Dumas, Camille, Sarachan, Brion, Ghose, Soumya, Judson, Marc

Publikováno v: Proceedings of SPIE; April 2024, Vol. 12926 Issue: 1 p129260J-129260J-6, 1163347p