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

Differential privacy for medical deep learning: methods, tradeoffs, and deployment implications

医学深度学习中的差分隐私:方法、权衡和部署意义

Mohammadi, Marziyeh; Vejdanihemmat, Mohsen; Lotfinia, Mahshad; Rusu, Mirabela; Truhn, Daniel; Maier, Andreas; Tayebi Arasteh, Soroosh

Current Trends and Future Prospects of Radiomics and Machine Learning (ML) Models in Spinal Tumors-A Narrative Review

脊柱肿瘤放射组学和机器学习(ML)模型的现状与未来展望——综述

Sanker, Vivek; Panchawgh, Suhrud; Kaur, Anmol; Suresh, Vinay; Mahesh, Dhanya; Ahmad, Eeman; Hariharan, Srinath; Pangal, Dhiraj; Cavgnaro, Maria Jose; Rusu, Mirabela; Ratliff, John; Desai, Atman

Clinical and Imaging Factors Impacting Positive Predictive Value of Prostate MRI

影响前列腺MRI阳性预测值的临床和影像学因素

Soerensen, Simon John Christoph; Rosenberg, Jarrett; Franks, Zachary; Rusu, Mirabela; Fan, Richard E; Sonn, Geoffrey A; Ghanouni, Pejman

Multi-step retrieval and reasoning improves radiology question answering with large language models

多步骤检索和推理可提高大型语言模型在放射学问答方面的性能

Wind, Sebastian; Sopa, Jeta; Truhn, Daniel; Lotfinia, Mahshad; Nguyen, Tri-Thien; Bressem, Keno; Adams, Lisa; Rusu, Mirabela; Köstler, Harald; Wellein, Gerhard; Maier, Andreas; Tayebi Arasteh, Soroosh

ProstAtlasDiff: Prostate cancer detection on MRI using Diffusion Probabilistic Models guided by population spatial cancer atlases

ProstAtlasDiff:基于人群空间癌症图谱的扩散概率模型在MRI上检测前列腺癌

Li, Cynthia Xinran; Bhattacharya, Indrani; Vesal, Sulaiman; Ghanouni, Pejman; Jahanandish, Hassan; Fan, Richard E; Sonn, Geoffrey A; Rusu, Mirabela

PViT-AIR: Puzzling vision transformer-based affine image registration for multi histopathology and faxitron images of breast tissue

PViT-AIR:基于视觉变换器的仿射图像配准方法,用于乳腺组织的多组织病理学和传真图像。

Golestani, Negar; Wang, Aihui; Moallem, Golnaz; Bean, Gregory R; Rusu, Mirabela

ProCUSNet: Prostate Cancer Detection on B-mode Transrectal Ultrasound Using Artificial Intelligence for Targeting During Prostate Biopsies

ProCUSNet:利用人工智能技术在经直肠B型超声引导下进行前列腺癌活检靶向检测

Rusu, Mirabela; Jahanandish, Hassan; Vesal, Sulaiman; Li, Cynthia Xinran; Bhattacharya, Indrani; Venkataraman, Rajesh; Zhou, Steve Ran; Kornberg, Zachary; Sommer, Elijah Richard; Khandwala, Yash Samir; Hockman, Luke; Zhou, Zhien; Choi, Moon Hyung; Ghanouni, Pejman; Fan, Richard E; Sonn, Geoffrey A

Multidisciplinary Consensus Prostate Contours on Magnetic Resonance Imaging: Educational Atlas and Reference Standard for Artificial Intelligence Benchmarking

多学科共识:磁共振成像前列腺轮廓:人工智能基准测试的教育图谱和参考标准

Song, Yuze; Dornisch, Anna M; Dess, Robert T; Margolis, Daniel J A; Weinberg, Eric P; Barrett, Tristan; Cornell, Mariel; Fan, Richard E; Harisinghani, Mukesh; Kamran, Sophia C; Lee, Jeong Hoon; Li, Cynthia Xinran; Liss, Michael A; Rusu, Mirabela; Santos, Jason; Sonn, Geoffrey A; Vidic, Igor; Woolen, Sean A; Dale, Anders M; Seibert, Tyler M

Trends in pre-biopsy MRI usage for prostate cancer detection, 2007-2022

2007-2022年前列腺癌检测中活检前MRI使用趋势

Soerensen, Simon John Christoph; Li, Shufeng; Langston, Marvin E; Fan, Richard E; Rusu, Mirabela; Sonn, Geoffrey A

External validation of an artificial intelligence model for Gleason grading of prostate cancer on prostatectomy specimens

对前列腺癌格里森分级人工智能模型在前列腺切除标本上的外部验证

Schmidt, Bogdana; Soerensen, Simon John Christoph; Bhambhvani, Hriday P; Fan, Richard E; Bhattacharya, Indrani; Choi, Moon Hyung; Kunder, Christian A; Kao, Chia-Sui; Higgins, John; Rusu, Mirabela; Sonn, Geoffrey A