Microsoft Health Futures

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Challenges for Responsible AI Design and Workflow Integration in Healthcare: A Case Study of Automatic Feeding Tube Qualification in Radiology

Anja Thieme, Abhijith Rajamohan, Benjamin Cooper, Heather Groombridge, Robert Simister, Barney Wong, Nicholas Woznitza, Mark Ames Pinnock, Maria Teodora Wetscherek, Cecily Morrison, Hannah Richardson (nee Murfet), Fernando Pérez-García, Stephanie Hyland, Shruthi Bannur, Daniel Coelho de Castro, Kenza Bouzid, Anton Schwaighofer, Mercy Ranjit, Harshita Sharma, Matthew P Lungren, Ozan Oktay, Javier Alvarez-Valle, Aditya Nori, Stephen Harris, Joseph Jacob

ACM ToCHI | August 2025, 제 32 권(2): pp. 1-61

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Generative Medical Event Models Improve with Scale

Shane Waxler, Paul Blazek, Davis White, Daniel Sneider, Kevin Chung, Mani Nagarathnam, Patrick Williams, Hank Voeller, Karen Wong, Matthew Swanhorst, Sheng Zhang, Naoto Usuyama, Cliff Wong, Tristan Naumann, Hoifung Poon, Andrew Loza, Daniella Meeker, Seth Hain, Rahul Shah

August 2025

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Exploring Scaling Laws for EHR Foundation Models

Sheng Zhang, Qin Liu, Naoto Usuyama, Cliff Wong, Tristan Naumann, Hoifung Poon

August 2025

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Representation Learning Methods for Single-Cell Microscopy are Confounded by Background Cells

Arushi Gupta, Alan Moses, Alex Lu

June 2025

Github

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PadChest-GR: A Bilingual Chest X-ray Dataset for Grounded Radiology Report Generation

Daniel Coelho de Castro, Aurelia Bustos, Shruthi Bannur, Stephanie Hyland, Kenza Bouzid, Maria Teodora Wetscherek, Maria Dolores Sánchez-Valverde, Lara Jaques-Pérez, Lourdes Pérez-Rodríguez, Kenji Takeda, José María Salinas-Serrano, Javier Alvarez-Valle, Joaquín Galant-Herrero, Antonio Pertusa

NEJM AI | June 2025, (AIdbp2401120)

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Exploring Early Adopters’ Use of AI Driven Multi-Agent Systems to Inform Human-Agent Interaction Design: Insights from Industry Practice

Suchismita Naik, Amanda Snellinger, Austin L. Toombs, Scott Saponas, Amanda K. Hall

CHI 2025 | April 2025

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Imaging Transformer for MRI Denoising: a Scalable Model Architecture that enables SNR<<1 Imaging

Hui Xue, Sarah M. Hooper, Rhodri H. Davies, T. Treibel, Iain Pierce, John Stairs, Joseph Naegele, Charlotte Manisty, James C. Moon, A. Campbell-Washburn, Peter Kellman, Michael Hansen

April 2025

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Causal integration of chemical structures improves representations of microscopy images for morphological profiling

Yemin Yu, Neil Tenenholtz, Lester Mackey, Ying Wei, David Alvarez-Melis, Ava P. Amini, Alex Lu

April 2025

Github

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Toward deep learning sequence–structure co-generation for protein design

Chentong Wang, Sarah Alamdari, Carles Domingo-Enrich, Ava P. Amini, Kevin Kaichuang Yang

Current Opinion in Structural Biology | March 2025

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SNRAware: Improved Deep Learning MRI Denoising with SNR Unit Training and G-factor Map Augmentation

Hui Xue, Sarah M. Hooper, Iain Pierce, Rhodri H. Davies, John Stairs, Joseph Naegele, A. Campbell-Washburn, Charlotte Manisty, James C. Moon, T. Treibel, Peter Kellman, Michael Hansen

March 2025

Under review

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