Kristen Severson - Publications, H-index & Citations

Kristen Severson

microsoft research

19H指数

55论文数

5.0K被引数

收录论文 22

发表时间

Multimodal alignment improves generalizability of genomic biomarker prediction in computational pathology 多模态对齐提高了计算病理学中基因组生物标志物预测的泛化能力

Cell Reports Methods

IF4.5

2026-09-08

OAAI

Ekaterina Redekop; Eric Zimmermann; Ava P. Amini; Alex X. Lu; Neil Tenenholtz; James Hall; Lorin Crawford; Kristen A. Severson

End-to-end multimodal pathology foundation model with clinical dialogue 具有临床对话的端到端多模态病理学基础模型

Nature Medicine

IF50

2026-07-31

OAAI

Eugene Vorontsov; George Shaikovski; Adam Casson; Julian Viret; Eric Zimmermann; Neil Tenenholtz; Yi Kan Wang; Jan H. Bernhard; Ran A. Godrich; Juan A. Retamero; Jinru Shia; Mithat Gonen; Martin R. Weiser; David S. Klimstra; Razik Yousfi; Nicolò Fusi; Thomas J. Fuchs; Kristen Severson; Siqi Liu

Tackling the complexity of cancer with generative models 利用生成模型应对癌症的复杂性

Cell

IF42.5

2026-04-16

PREAI

Ashley Mae Conard; Madeline Hughes; James Hall; Neil Tenenholtz; Eric Zimmermann; Lorin Crawford; Ava P. Amini; Kristen Severson

Closed-loop optimization using machine learning for the accelerated design of sustainable cements incorporating algal biomatter 基于机器学习的闭环优化加速设计含藻类生物质可持续水泥

Matter

IF17.5

2025-07-09

OAAI

Meng-Yen Lin; Kristen Severson; Paul Grandgeorge; Eleftheria Roumeli

A foundation model for clinical-grade computational pathology and rare cancers detection 临床级计算病理学和罕见癌症检测的基础模型

NATURE MEDICINE

IF50

2024-07-22

OAAI

Vorontsov, Eugene; Bozkurt, Alican; Casson, Adam; Shaikovski, George; Zelechowski, Michal; Severson, Kristen; Zimmermann, Eric; Hall, James; Tenenholtz, Neil; Fusi, Nicolo; Yang, Ellen; Mathieu, Philippe; van Eck, Alexander; Lee, Donghun; Viret, Julian; Robert, Eric; Wang, Yi Kan; Kunz, Jeremy D.; Lee, Matthew C. H.; Bernhard, Jan H.; Godrich, Ran A.; Oakley, Gerard; Millar, Ewan; Hanna, Matthew; Wen, Hannah; Retamero, Juan A.; Moye, William A.; Yousfi, Razik; Kanan, Christopher; Klimstra, David S.; Rothrock, Brandon; Liu, Siqi; Fuchs, Thomas J.

Bayesian design of concrete with amortized Gaussian processes and multi-objective optimization

CEMENT AND CONCRETE RESEARCH

IF13.1

2024-03-01

PREAI

Pfeiffer, Olivia P.; Gong, Kai; Severson, Kristen A.; Chen, Jie; Gregory, Jeremy R.; Ghosh, Soumya; Goodwin, Richard T.; Olivetti, Elsa A.

Identifying patterns in amyotrophic lateral sclerosis progression from sparse longitudinal data

NATURE COMPUTATIONAL SCIENCE

IF18.3

2022-09-08

OAAI

Ramamoorthy, Divya; Severson, Kristen; Ghosh, Soumya; Sachs, Karen; Glass, Jonathan D.; Fournier, Christina N.; Herrington, Todd M.; Berry, James D.; Ng, Kenney; Fraenkel, Ernest

Statistical Learning for Accurate and Interpretable Battery Lifetime Prediction 用于准确和可解释的电池寿命预测的统计学习

JOURNAL OF THE ELECTROCHEMICAL SOCIETY

IF3.3

2021-09-23

OAAI

Attia, Peter M.; Severson, Kristen A.; Witmer, Jeremy D.

Discovery of Parkinson's disease states and disease progression modelling: a longitudinal data study using machine learning

LANCET DIGITAL HEALTH

IF24.1

2021-09-01

OAAI

Severson, Kristen A.; Chahine, Lana M.; Smolensky, Luba A.; Dhuliawala, Murtaza; Frasier, Mark; Ng, Kenney; Ghosh, Soumya; Hu, Jianying

Closed-loop optimization of fast-charging protocols for batteries with machine learning 基于机器学习的电池快速充电协议闭环优化

NATURE

IF48.5

2020-02-19

528

PREAI

Attia, Peter M.; Grover, Aditya; Jin, Norman; Severson, Kristen A.; Markov, Todor M.; Liao, Yang-Hung; Chen, Michael H.; Cheong, Bryan; Perkins, Nicholas; Yang, Zi; Herring, Patrick K.; Aykol, Muratahan; Harris, Stephen J.; Braatz, Richard D.; Ermon, Stefano; Chueh, William C.

Identifying unreliable predictions in clinical risk models

NPJ DIGITAL MEDICINE

IF15.1

2020-01-23

OAAI

Myers, Paul D.; Ng, Kenney; Severson, Kristen; Kartoun, Uri; Dai, Wangzhi; Huang, Wei; Anderson, Frederick A.; Stultz, Collin M.

BEEP: A Python library for Battery Evaluation and Early Prediction BEEP: 用于电池评估和早期预测的Python库

SOFTWAREX

IF2.4

2020-01-01

OAAI

Herring, Patrick; Gopal, Chirranjeevi Balaji; Aykol, Muratahan; Montoya, Joseph H.; Anapolsky, Abraham; Attia, Peter M.; Gent, William; Hummelshoj, Jens S.; Hung, Linda; Kwon, Ha-Kyung; Moore, Patrick; Schweigert, Daniel; Severson, Kristen A.; Suram, Santosh; Yang, Zi; Braatz, Richard D.; Storey, Brian D.

CLINICIAN INPUT FOR THE DEVELOPMENT OF PATIENT-REPORTED OUTCOMES: HOW MANY INTERVIEWS ARE ENOUGH?

VALUE IN HEALTH

IF6

2019-05-01

OAAI

Mossman, B.; Mazar, I; Klooster, B.; Severson, K.; Foley, C.

Data-driven prediction of battery cycle life before capacity degradation 容量退化前电池循环寿命的数据驱动预测

NATURE ENERGY

IF60.1

2019-03-25

1.5K

PREAI

Severson, Kristen A.; Attia, Peter M.; Jin, Norman; Perkins, Nicholas; Jiang, Benben; Yang, Zi; Chen, Michael H.; Aykol, Muratahan; Herring, Patrick K.; Fraggedakis, Dimitrios; Bazan, Martin Z.; Harris, Stephen J.; Chueh, William C.; Braatz, Richard D.

COGNITIVE DEBRIEFING INTERVIEW STUDIES TO INFORM PATIENT-REPORTED OUTCOME QUESTIONNAIRE DEVELOPMENT: A LITERATURE REVIEW AND SUGGESTED REPORTING GUIDELINES

VALUE IN HEALTH

IF6

2018-10-01

OAAI

Dickie, G.; Mazar, I; Espensen, A.; Lamoureux, R. E.; Severson, K.; Padilla, B.; Shields, A. L.

Vasopressin Administration Is Associated With Rising Serum Lactate Levels in Patients With Sepsis

JOURNAL OF INTENSIVE CARE MEDICINE

IF2.1

2018-08-21

PREAI

Severson, Kristen A.; Ritter-Cox, Laura; Raffa, Jesse D.; Celi, Leo Anthony; Gordon, William J.