Jianming Liang - Publications, H-index & Citations

Jianming Liang

arizona state university

37H指数

166论文数

2.2W被引数

收录论文 36

发表时间

Autodidactic dense anatomical models 自学习密集解剖模型

Medical Image Analysis

IF11.8

2026-05-05

PREAI

Mohammad Reza Hosseinzadeh Taher; Michael B. Gotway; Jianming Liang

Ark +: Accruing and Reusing Knowledge from Heterogeneous Labels across Numerous Datasets for Training Superior and Robust AI Foundation Models Ark+: 通过从众多数据集中异构标签积累和复用知识，训练更优越和鲁棒的人工智能基础模型

Medical Image Analysis

IF11.8

2025-10-29

PREAI

Dongao Ma; Jiaxuan Pang; Shivasakthi Senthil Velan; Michael B. Gotway; Jianming Liang

POPAR: Patch Order Prediction and Appearance Recovery for self-supervised learning in chest radiography POPAR：胸部X光影像中自监督学习的补丁顺序预测与外观恢复

Medical Image Analysis

IF11.8

2025-07-19

PREAI

Jiaxuan Pang; Dongao Ma; Ziyu Zhou; Michael B. Gotway; Jianming Liang

Large-scale benchmarking and boosting transfer learning for medical image analysis 大规模基准测试与提升迁移学习在医学图像分析中的应用

MEDICAL IMAGE ANALYSIS

IF11.8

2025-02-01

PREAI

Taher, Mohammad Reza Hosseinzadeh; Haghighi, Fatemeh; Gotway, Michael B.; Liang, Jianming

Stepwise incremental pretraining for integrating discriminative, restorative, and adversarial learning

MEDICAL IMAGE ANALYSIS

IF11.8

2024-07-01

PREAI

Guo, Zuwei; Ul Islam, Nahid; Gotway, Michael B.; Liang, Jianming

Underestimation of Thermogenic Methane Emissions in New York City

ENVIRONMENTAL SCIENCE & TECHNOLOGY

IF11.3

2024-05-14

OAAI

Pitt, Joseph R.; Lopez-Coto, Israel; Karion, Anna; Hajny, Kristian D.; Tomlin, Jay; Kaeser, Robert; Jayarathne, Thilina; Stirm, Brian H.; Floerchinger, Cody R.; Loughner, Christopher P.; Commane, Roisin; Gately, Conor K.; Hutyra, Lucy R.; Gurney, Kevin R.; Roest, Geoffrey S.; Liang, Jianming; Gourdji, Sharon; Mueller, Kimberly L.; Whetstone, James R.; Shepson, Paul B.

Self-supervised learning for medical image analysis: Discriminative, restorative, or adversarial?

MEDICAL IMAGE ANALYSIS

IF11.8

2024-05-01

PREAI

Haghighi, Fatemeh; Taher, Mohammad Reza Hosseinzadeh; Gotway, Michael B.; Liang, Jianming

Seeking an optimal approach for Computer-aided Diagnosis of Pulmonary Embolism

MEDICAL IMAGE ANALYSIS

IF11.8

2024-01-01

PREAI

Ul Islam, Nahid; Zhou, Zongwei; Gehlot, Shiv; Gotway, Michael B.; Liang, Jianming

Effective transfer learning of defect detection for photovoltaic module cells in electroluminescence images 电致发光图像中光伏组件电池缺陷检测的有效迁移学习

SOLAR ENERGY

IF6.6

2023-01-01

PREAI

Xie, Xiangying; Lai, Guangzhi; You, Meiyue; Liang, Jianming; Leng, Biao

Source decomposition of eddy-covariance CO2 flux measurements for evaluating a high-resolution urban CO2 emissions inventory

ENVIRONMENTAL RESEARCH LETTERS

IF5.6

2022-07-08

OAAI

Wu, Kai; Davis, Kenneth J.; Miles, Natasha L.; Richardson, Scott J.; Lauvaux, Thomas; Sarmiento, Daniel P.; Balashov, Nikolay, V; Keller, Klaus; Turnbull, Jocelyn; Gurney, Kevin R.; Liang, Jianming; Roest, Geoffrey

Annotation-Efficient Deep Learning: The Holy Grail of Medical Imaging

IEEE TRANSACTIONS ON MEDICAL IMAGING

IF9.8

2021-10-01

OAAI

Tajbakhsh, Nima; Roth, Holger; Terzopoulos, Demetri; Liang, Jianming

Transferable Visual Words: Exploiting the Semantics of Anatomical Patterns for Self-Supervised Learning

IEEE TRANSACTIONS ON MEDICAL IMAGING

IF9.8

2021-10-01

OAAI

Haghighi, Fatemeh; Taher, Mohammad Reza Hosseinzadeh; Zhou, Zongwei; Gotway, Michael B.; Liang, Jianming

Active, continual fine tuning of convolutional neural networks for reducing annotation efforts

MEDICAL IMAGE ANALYSIS

IF11.8

2021-07-01

OAAI

Zhou, Zongwei; Shin, Jae Y.; Gurudu, Suryakanth R.; Gotway, Michael B.; Liang, Jianming

Estimating nitrous oxide (N2O) emissions for the Los Angeles Megacity using mountaintop remote sensing observations

REMOTE SENSING OF ENVIRONMENT

IF11.4

2021-06-01

OAAI

Addington, Olivia; Zeng, Zhao-Cheng; Pongetti, Thomas; Shia, Run-Lie; Gurney, Kevin R.; Liang, Jianming; Roest, Geoffrey; He, Liyin; Yung, Yuk L.; Sander, Stanley P.

Under-reporting of greenhouse gas emissions in US cities

NATURE COMMUNICATIONS

IF15.7

2021-02-02

OAAI

Gurney, Kevin Robert; Liang, Jianming; Roest, Geoffrey; Song, Yang; Mueller, Kimberly; Lauvaux, Thomas

Machine-learning enabled wireless wearable sensors to study individuality of respiratory behaviors 机器学习使无线可穿戴传感器能够研究呼吸行为的个性

BIOSENSORS & BIOELECTRONICS

IF10.5

2021-02-01

PREAI

Chen, Ang; Zhang, Jianwei; Zhao, Liangkai; Rhoades, Rachel Diane; Kim, Dong-Yun; Wu, Ning; Liang, Jianming; Chae, Junseok

The influence of near-field fluxes on seasonal carbon dioxide enhancements: results from the Indianapolis Flux Experiment (INFLUX)

CARBON BALANCE AND MANAGEMENT

IF5.8

2021-01-30

OAAI

Miles, Natasha L.; Davis, Kenneth J.; Richardson, Scott J.; Lauvaux, Thomas; Martins, Douglas K.; Deng, A. J.; Balashov, Nikolay; Gurney, Kevin R.; Liang, Jianming; Roest, Geoff; Wang, Jonathan A.; Turnbull, Jocelyn C.

Models Genesis

MEDICAL IMAGE ANALYSIS

IF11.8

2021-01-01

169

OAAI

Zhou, Zongwei; Sodha, Vatsal; Pang, Jiaxuan; Gotway, Michael B.; Liang, Jianming

Informing urban climate planning with high resolution data: the Hestia fossil fuel CO2emissions for Baltimore, Maryland

CARBON BALANCE AND MANAGEMENT

IF5.8

2020-10-14

OAAI