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Publications index

Below is an index of publications written by Microsoft researchers, often in collaboration with the academic community.

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Research Areas: Medical, health and genomics
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Publication

Fine-tuning large neural language models for biomedical natural language processing

Rob Tinn, Hao Cheng, Yu Gu, Naoto Usuyama, Xiaodong Liu, Tristan Naumann, Jianfeng Gao, Hoifung Poon

Patterns | June 2023, Vol 4(4)

Publication

Unsupervised Video Anomaly Detection for Stereotypical Behaviours in Autism

Jiaqi Gao, Xinyang Jiang, Yuqing Yang, Dongsheng Li, Lili Qiu

ICASSP 23 | June 2023

Publication

Self-Verification Improves Few-Shot Clinical Information Extraction

Zelalem Gero, Chandan Singh, Hao Cheng, Tristan Naumann, Michel Galley, Jianfeng Gao, Hoifung Poon

May 2023

arXiv | May 2023

Publication

Diagnosing Transformers: Illuminating Feature Spaces for Clinical Decision-Making

Aliyah R. Hsu, Yeshwanth Cherapanamjeri, Briton Park, Tristan Naumann, A. Odisho, Bin Yu

ICLR 2024 | May 2023

Publication

Deep self-supervised learning for biosynthetic gene cluster detection and product classification

Carolina Rios-Martinez, Nicholas Bhattacharya, Ava P. Amini, Lorin Crawford, Kevin Kaichuang Yang

PLOS Computational Biology | May 2023, Vol 19(5)

Publication

AI methods and their application to health and prevention using open data

Juan M. Lavista Ferres

May 2023

PhD Thesis: Vrije Universiteit Amsterdam | May 2023

Publication

Using data science and a health equity lens to identify long-COVID sequelae among medically underserved populations

Md Nasir, Nicole Cook, Daniel Parras, Sumit Mukherjee, Geralyn Miller, Juan M. Lavista Ferres, Katherine Chung-Bridges

Journal of Health Care for the Poor and Underserved | May 2023

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Publication

From noise to protein with image models

Ava P. Amini, Kevin Kaichuang Yang

Nature Computational Science | May 2023, Vol 3: pp. 366-367

Publication

Retrieval Augmented Chest X-Ray Report Generation using OpenAI GPT models

Mercy Ranjit, Gopinath Ganapathy, Ranjit Manuel, Tanuja Ganu

2023 Machine learning for healthcare conference | May 2023

Publication

A spectrum of explainable and interpretable machine learning approaches for genomic studies

Ashley Conard, Alan DenAdel, Lorin Crawford

Wiley Interdisciplinary Reviews: Computational Statistics | May 2023, Vol 15

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