日期:
2020 年 — 2026 年
2020
2021
2022
2023
2024
2025
2026
影响因子:

A generalizable foundation model for analysis of human brain MRI

用于分析人脑磁共振成像的通用基础模型

Tak, Divyanshu; Garomsa, Biniam A; Zapaishchykova, Anna; Chaunzwa, Tafadzwa L; Climent Pardo, Juan Carlos; Ye, Zezhong; Zielke, John; Ravipati, Yashwanth; Pai, Suraj; Vajapeyam, Sri; Mahootiha, Maryam; Parker, Mitchell; Pike, Luke R G; Smith, Ceilidh; Familiar, Ariana M; Liu, Kevin X; Prabhu, Sanjay; Arnaout, Omar; Bandopadhayay, Pratiti; Nabavizadeh, Ali; Mueller, Sabine; Aerts, Hugo Jwl; Huang, Raymond Y; Poussaint, Tina Y; Kann, Benjamin H

Face aging rate quantifies change in biological age to predict cancer outcomes

面部衰老率量化了生物年龄的变化,可用于预测癌症预后。

Haugg, Fridolin; Lee, Grace; He, John; Warrington, Andrew; Bontempi, Dennis; Bitterman, Danielle S; Catalano, Paul J; Prudente, Vasco; Pai, Suraj; Guthier, Christian; Kann, Benjamin H; Aerts, Hugo Jwl; Mak, Raymond H

Prognostic value of deep learning-based coronary artery calcium score and quantitative pneumonia burden in patients hospitalized with COVID-19

基于深度学习的冠状动脉钙化评分和定量肺炎负荷对新冠肺炎住院患者的预后价值

Nardocci, Chiara; Simon, Judit; Budai, Bettina; Gál, Viktor; Aerts, Hugo Jwl; Zeleznik, Roman; Lu, Michael T; Karády, Júlia; Kolossváry, Márton; Cosyns, Bernard; Radványi, Mihály; Prait, Dávid; Dey, Damini; Slomka, Piotr; Müller, Veronika; Merkely, Béla; Maurovich-Horvat, Pál

An agentic AI system enhances clinical detection of immunotherapy toxicities: a multi-phase validation study

智能体人工智能系统增强免疫疗法毒性的临床检测:一项多阶段验证研究

Gallifant, Jack; Chen, Shan; Shin, Kee-Young; Kellogg, Katherine C; Doyle, Patrick F; Guo, Joyce; Ye, Bingyang; Warrington, Andrew; Zhai, Bingxue K; Hadfield, Matthew J; Gusev, Alexander; Ricciuti, Biagio; Christiani, David C; Aerts, Hugo Jwl; Kann, Benjamin H; Mak, Raymond H; Nelson, Tanna L; Nguyen, Paul; Schoenfeld, Jonathan D; Topaloglu, Umit; Catalano, Paul; Hochheiser, Harry; Warner, Jeremy L; Sharon, Elad; Kozono, David E; Savova, Guergana K; Bitterman, Danielle S

OPPORTUNISTIC ASSESSMENT OF CARDIOVASCULAR RISK USING AI-DERIVED STRUCTURAL AORTIC AND CARDIAC PHENOTYPES FROM NON-CONTRAST CHEST COMPUTED TOMOGRAPHY

利用人工智能从非增强胸部计算机断层扫描中提取的主动脉和心脏结构表型进行心血管风险机会性评估

Oo, Daniel W; Sturniolo, Audra; Jung, Matthias; Langenbach, Marcel; Foldyna, Borek; Kiel, Douglas P; Aerts, Hugo Jwl; Natarajan, Pradeep; Lu, Michael T; Raghu, Vineet K

A foundation model for generalized brain MRI analysis

通用脑部MRI分析的基础模型

Tak, Divyanshu; Garomsa, Biniam A; Chaunzwa, Tafadzwa L; Zapaishchykova, Anna; Climent Pardo, Juan Carlos; Ye, Zezhong; Zielke, John; Ravipati, Yashwanth; Vajapeyam, Sri; Mahootiha, Maryam; Smith, Ceilidh; Familiar, Ariana M; Liu, Kevin X; Prabhu, Sanjay; Bandopadhayay, Pratiti; Nabavizadeh, Ali; Mueller, Sabine; Aerts, Hugo Jwl; Huang, Raymond Y; Poussaint, Tina Y; Kann, Benjamin H

Spatial transformation of multi-omics data unlocks novel insights into cancer biology

多组学数据的空间转换揭示了癌症生物学的新见解

Sokač, Mateo; Kjær, Asbjørn; Dyrskjøt, Lars; Haibe-Kains, Benjamin; Jwl Aerts, Hugo; Birkbak, Nicolai J

Decoding biological age from face photographs using deep learning

利用深度学习从面部照片解码生物年龄

Zalay, Osbert; Bontempi, Dennis; Bitterman, Danielle S; Birkbak, Nicolai; Shyr, Derek; Haugg, Fridolin; Qian, Jack M; Roberts, Hannah; Perni, Subha; Prudente, Vasco; Pai, Suraj; Dekker, Andre; Haibe-Kains, Benjamin; Guthier, Christian; Balboni, Tracy; Warren, Laura; Krishan, Monica; Kann, Benjamin H; Swanton, Charles; Ruysscher, Dirk De; Mak, Raymond H; Aerts, Hugo Jwl

Foundation Models for Quantitative Biomarker Discovery in Cancer Imaging

癌症影像定量生物标志物发现的基础模型

Pai, Suraj; Bontempi, Dennis; Prudente, Vasco; Hadzic, Ibrahim; Sokač, Mateo; Chaunzwa, Tafadzwa L; Bernatz, Simon; Hosny, Ahmed; Mak, Raymond H; Birkbak, Nicolai J; Aerts, Hugo Jwl

Artificial Intelligence Applications to Improve the Treatment of Locally Advanced Non-Small Cell Lung Cancers

人工智能在改善局部晚期非小细胞肺癌治疗中的应用

Hope, Andrew; Verduin, Maikel; Dilling, Thomas J; Choudhury, Ananya; Fijten, Rianne; Wee, Leonard; Aerts, Hugo Jwl; El Naqa, Issam; Mitchell, Ross; Vooijs, Marc; Dekker, Andre; de Ruysscher, Dirk; Traverso, Alberto