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Image analysis Uncovers associations between immune landscape, collagen structure, and neoadjuvant chemotherapy in high-grade serous ovarian carcinomas by Arpit Aggarwal, Germán Corredor, Pingfu Fu, Tilak Pathak, Tuomas Mirtti, Susan Modesitt, T. Rinda Soong, Anant Madabhushi
Published 2024-07-01
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SeaConvNeXt: A Lightweight Two-Branch Network Architecture for Efficient Prediction of Specific IHC Proteins and Antigens on Hematoxylin and Eosin (H&E) Images by Yuli Chen, Guoping Chen, Guoying Shi, Yao Zhou, Jiayang Bai, Germán Corredor, Cheng Lu, Xiujuan Lei
Published 2024-12-01
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An integrated radiology-pathology machine learning classifier for outcome prediction following radical prostatectomy: Preliminary findingsKey points by Amogh Hiremath, Germán Corredor, Lin Li, Patrick Leo, Cristina Magi-Galluzzi, Robin Elliott, Andrei Purysko, Rakesh Shiradkar, Anant Madabhushi
Published 2024-04-01
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Computational image features of immune architecture is associated with clinical benefit and survival in gynecological cancers across treatment modalities by Pingfu Fu, Kaustav Bera, Anant Madabhushi, Haider Mahdi, Germán Corredor, Sepideh Azarianpour, Patrick Leo, Paula Toro, Amy Joehlin-Price, Mojgan Mokhtari
Published 2022-02-01
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Computational pathology identifies immune-mediated collagen disruption to predict clinical outcomes in gynecologic malignancies by Arpit Aggarwal, Sirvan Khalighi, Deepak Babu, Haojia Li, Sepideh Azarianpour-Esfahani, Germán Corredor, Pingfu Fu, Mojgan Mokhtari, Tilak Pathak, Elizabeth Thayer, Susan Modesitt, Haider Mahdi, Stefanie Avril, Anant Madabhushi
Published 2024-01-01
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Image analysis reveals molecularly distinct patterns of TILs in NSCLC associated with treatment outcome by Ruiwen Ding, Prateek Prasanna, Germán Corredor, Cristian Barrera, Philipp Zens, Cheng Lu, Priya Velu, Patrick Leo, Niha Beig, Haojia Li, Paula Toro, Sabina Berezowska, Vipul Baxi, David Balli, Merzu Belete, David L. Rimm, Vamsidhar Velcheti, Kurt Schalper, Anant Madabhushi
Published 2022-06-01
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Deep computational image analysis of immune cell niches reveals treatment-specific outcome associations in lung cancer by Cristian Barrera, Germán Corredor, Vidya Sankar Viswanathan, Ruiwen Ding, Paula Toro, Pingfu Fu, Christina Buzzy, Cheng Lu, Priya Velu, Philipp Zens, Sabina Berezowska, Merzu Belete, David Balli, Han Chang, Vipul Baxi, Konstantinos Syrigos, David L. Rimm, Vamsidhar Velcheti, Kurt Schalper, Eduardo Romero, Anant Madabhushi
Published 2023-06-01
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Computational pathology improves risk stratification of a multi-gene assay for early stage ER+ breast cancer by Yuli Chen, Haojia Li, Andrew Janowczyk, Paula Toro, Germán Corredor, Jon Whitney, Cheng Lu, Can F. Koyuncu, Mojgan Mokhtari, Christina Buzzy, Shridar Ganesan, Michael D. Feldman, Pingfu Fu, Haley Corbin, Aparna Harbhajanka, Hannah Gilmore, Lori J. Goldstein, Nancy E. Davidson, Sangeeta Desai, Vani Parmar, Anant Madabhushi
Published 2023-05-01
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