Matthew Li - Publications, H-index & Citations

Matthew Li

massachusetts institute of technology (mit)

33H指数

152论文数

4.4K被引数

收录论文 65

发表时间

Leveraging deep learning to infer continuous predictions from ordinal labels in medical imaging 利用深度学习从医学影像的序数标签推断连续预测

PLOS Digital Health

IF0

2026-04-17

OAAI

Hoebel, Katharina V.; Lemay, Andreanne; Campbell, John Peter; Ostmo, Susan; Chiang, Michael F.; Bridge, Christopher P.; Li, Matthew D.; Singh, Praveer; Coyner, Aaron S.; Kalpathy-Cramer, Jayashree

Tumor-induced orexigenic imbalance lowers protein appetite and drives early organ wasting symptoms 肿瘤引起的食欲失衡会降低蛋白质食欲并导致早期器官消耗症状

Nature Communications

IF15.7

2026-03-06

OAAI

Afroditi Petsakou; Elizabeth Filine; Matthew Li; Yuchen Chen; Alice Zheng; Norbert Perrimon

SINGLE-CELL ATLAS OF PEDIATRIC BRAIN TUMORS REVEALS TARGETABLE RADIAL GLIA SIGNATURES IN EPENDYMOMA 单细胞图谱揭示儿童脑肿瘤中可靶向的放射状胶质细胞特征于室管膜瘤

NEURO-ONCOLOGY

IF13.4

2025-11-01

OAAI

Baisiwala, Shivani; Li, Matthew; Patel, Kunal; Liau, Linda; Wang, Anthony; Bhaduri, Aparna

VALIDATION OF A DEEP LEARNING MODEL TO IDENTIFY KNEE EFFUSION VOLUMES IN OSTEOARTHRITIS PATIENTS AT TWO TIME POINTS

OSTEOARTHRITIS AND CARTILAGE

IF9

2024-06-01

PREAI

El-Hajj, Rehab; Felfeliyan, Banafshe; McDonald, Steel McDonald M.; Wichuk, Stephanie A.; Kupper, Jessica; Li, Matthew; Hareendranathan, Abhilash; Jaremko, Jacob L.

Personalizing Short-term Fracture Prevention After Hip Fracture: CT-based AI Risk Stratification 个性化髋部骨折后的短期骨折预防: 基于CT的AI风险分层

RADIOLOGY

IF15.2

2024-01-01

PREAI

Li, Matthew D.; Jaremko, Jacob L.

[11C]-PBR28 positron emission tomography signal as an imaging marker of joint inflammation in knee osteoarthritis

PAIN

IF5.5

2023-11-28

PREAI

Sandstrom, Angelica; Torrado-Carvajal, Angel; Morrissey, Erin J.; Kim, Minhae; Alshelh, Zeynab; Zhu, Yehui; Li, Matthew D.; Chang, Connie Y.; Jarraya, Mohamed; Akeju, Oluwaseun; Schrepf, Andrew; Harris, Richard E.; Kwon, Young-Min; Bedair, Hany; Chen, Antonia F.; Mercaldo, Nathaniel D.; Kettner, Norman; Napadow, Vitaly; Toschi, Nicola; Edwards, Robert R.; Loggia, Marco L.

Appropriate Reliance on Artificial Intelligence in Radiology Education 在放射学教育中适当依赖人工智能

JOURNAL OF THE AMERICAN COLLEGE OF RADIOLOGY

IF5.1

2023-11-01

PREAI

Li, Matthew D.; Little, Brent P.

Reducing PI3Kδ signaling in a dose-dependent manner promotes human T cell stemness

JOURNAL OF IMMUNOLOGY

IF3.4

2023-05-01

OAAI

Li, Matthew; Rivera, Guillermo Omar Rangel; Paulos, Chrystal Mary

A Prospective Observational Study on Short and Long-Term Outcomes of COVID-19 Patients with Acute Hypoxic Respiratory Failure Treated with High-Flow Nasal Cannula

JOURNAL OF CLINICAL MEDICINE

IF2.9

2023-02-04

OAAI

Medeiros, Kyle J.; Valsecchi, Carlo; Winterton, Dario; Morais, Caio A.; Delgado, Eduardo Diaz; Smith, Shaun; Safaee Fakhr, Bijan; Ranjeva, Sylvia; Capriles, Martin; Gaulton, Timothy; Li, Matthew D.; Fintelmann, Florian; Tahir, Ismail; Carroll, Ryan; Bittner, Edward A.; Hibbert, Kathryn A.; Thompson, Boyd Taylor; Hardin, Charles C.; Santiago, Roberta R. S.; La Vita, Carolyn J.; Cereda, Maurizio; Berra, Lorenzo

The Radiology: Artificial Intelligence Trainee Editorial Board: Initial Experience and Future Directions 放射学: 人工智能培训生编辑委员会: 初步经验和未来方向

ACADEMIC RADIOLOGY

IF3.9

2022-12-01

PREAI

Staziaki, Pedro, V; Yi, Paul H.; Li, Matthew D.; Daye, Dania; Kahn, Charles E.; Gichoya, Judy W.

Development and Clinical Translation Considerations for the Next Wave of Gene Modified Hematopoietic Stem and Progenitor Cells Therapies

EXPERT OPINION ON BIOLOGICAL THERAPY

IF4

2022-07-22

PREAI

Li, Matthew; Morse, Brent; Kassim, Sadik

External COVID-19 Deep Learning Model Validation on ACR AI-LAB: It's a Brave New World ACR ai-lab上的外部新型冠状病毒肺炎深度学习模型验证: 这是一个勇敢的新世界

JOURNAL OF THE AMERICAN COLLEGE OF RADIOLOGY

IF5.1

2022-07-01

OAAI

Ardestani, Ali; Li, Matthew D.; Chea, Pauley; Wortman, Jeremy R.; Medina, Adam; Kalpathy-Cramer, Jayashree; Wald, Christoph

Redatuming physical systems using symmetric autoencoders

PHYSICAL REVIEW RESEARCH

IF4.2

2022-05-13

OAAI

Bharadwaj, Pawan; Li, Matthew; Demanet, Laurent

Automated Radiology-Arthroscopy Correlation of Knee Meniscal Tears Using Natural Language Processing Algorithms 使用自然语言处理算法的膝关节半月板撕裂的自动放射学-关节镜检查相关性

ACADEMIC RADIOLOGY

IF3.9

2022-04-01

OAAI

Li, Matthew D.; Deng, Francis; Chang, Ken; Kalpathy-Cramer, Jayashree; Huang, Ambrose J.

AUR-RRA Review: Logistics of Academic-Industry Partnerships in Artificial Intelligence

ACADEMIC RADIOLOGY

IF3.9

2022-01-01

PREAI

Spilseth, Benjamin; McKnight, Colin D.; Li, Matthew D.; Park, Christian J.; Fried, Jessica G.; Yi, Paul H.; Brian, James M.; Lehman, Constance D.; Wang, Xiaoqin Jennifer; Phalke, Vaishali; Pakkal, Mini; Baruah, Dhiraj; Khine, Pwint Phyu; Fajardo, Laurie L.

Noninterpretive Uses of Artificial Intelligence in Radiology 人工智能在放射学中的非解释性使用

ACADEMIC RADIOLOGY

IF3.9

2021-09-01

PREAI

Richardson, Michael L.; Garwood, Elisabeth R.; Lee, Yueh; Li, Matthew D.; Lo, Hao S.; Nagaraju, Arun; Nguyen, Xuan, V; Probyn, Linda; Rajiah, Prabhakar; Sin, Jessica; Wasnik, Ashish P.; Xu, Kali

Motion degradation in optic nerve MRI: A randomized intraindividual comparison study of eye states

EUROPEAN JOURNAL OF RADIOLOGY

IF3.3

2021-09-01

PREAI

Deng, Francis; Reinshagen, Katherine L.; Li, Matthew D.; Juliano, Amy F.

Multi-Radiologist User Study for Artificial Intelligence-Guided Grading of COVID-19 Lung Disease Severity on Chest Radiographs 多放射科医生用户研究，用于人工智能指导的胸片上新型冠状病毒肺炎肺部疾病严重程度的分级

ACADEMIC RADIOLOGY

IF3.9

2021-04-01

OAAI

Li, Matthew D.; Little, Brent P.; Alkasab, Tarik K.; Mendoza, Dexter P.; Succi, Marc D.; Shepard, Jo-Anne O.; Lev, Michael H.; Kalpathy-Cramer, Jayashree

Right Ventricular Strain Is Common in Intubated COVID-19 Patients and Does Not Reflect Severity of Respiratory Illness

JOURNAL OF INTENSIVE CARE MEDICINE

IF2.1

2021-03-30

OAAI

Gibson, Lauren E.; Di Fenza, Raffaele; Lang, Min; Capriles, Martin I.; Li, Matthew D.; Kalpathy-Cramer, Jayashree; Little, Brent P.; Arora, Pankaj; Mueller, Ariel L.; Ichinose, Fumito; Bittner, Edward A.; Berra, Lorenzo; G. Chang, Marvin

Severity of Chest Imaging is Correlated with Risk of Acute Neuroimaging Findings among Patients with COVID-19

AMERICAN JOURNAL OF NEURORADIOLOGY

IF3.7

2021-02-04

OAAI

Lang, M.; Li, M. D.; Jiang, K. Z.; Yoon, B. C.; Mendoza, D. P.; Flores, E. J.; Rincon, S. P.; Mehan Jr, W. A.; Conklin, J.; Huang, S. Y.; Lang, A. L.; Giao, D. M.; Leslie-Mazwi, T. M.; Kalpathy-Cramer, J.; Little, B. P.; Buch, K.

研究方向