Jianming Liang

Computer ScienceMedicineEnvironmental Science

Pilot corpus only

This score is computed over theSindex pilot corpus and does not cover the full scientific literature. Scores are relative to papers we have ingested — papers, authors, and institutions outside the pilot are not represented. Methodology.

Top 100%percentile

0Author DataRank

Indexed papers

0in pilot corpus

datarank_citation_only_1hop_v6· scope data_onlyMethodology

Papers

Driven by 15 papers. Top paper: “UNet++: A Nested U-Net Architecture for Medical Image Segmentation”.

UNet++: A Nested U-Net Architecture for Medical Image Segmentation

Lecture Notes in Computer Science(2018)10.1007/978-3-030-00889-5_1

N/A

1.4DataRank · unranked

8708 citations

Md Mahfuzur Rahman Siddiquee, Nima Tajbakhsh, Jianming Liang, Zongwei Zhou

Lamps: Learning Anatomy from Multiple Perspectives via Self-supervision in Chest Radiographs

arXiv (Cornell University)(2025)10.48550/arxiv.2512.22872

N/A

0DataRank · unranked

0 citations

Haozhe Luo, Mohammad Reza Hosseinzadeh Taher, Jiaxuan Pang, Xiaowei Ding, Michael B. Gotway +2 more

Models Genesis

Medical Image Analysis(2020)10.1016/j.media.2020.101840

N/A

0DataRank · unranked

306 citations

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

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

IEEE Transactions on Medical Imaging(2021)10.1109/tmi.2021.3060634

N/A

0DataRank · unranked

140 citations

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

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

Medical Image Analysis(2021)10.1016/j.media.2021.101997

N/A

0DataRank · unranked

64 citations

J. Shin, Suryakanth Gurudu, Michael B. Gotway, Jianming Liang, Zongwei Zhou

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

IEEE Transactions on Medical Imaging(2021)10.1109/tmi.2021.3089292

N/A

0DataRank · unranked

40 citations

Holger R. Roth, Demetri Terzopoulos, Jianming Liang, Nima Tajbakhsh

DiRA: Discriminative, Restorative, and Adversarial Learning for Self-supervised Medical Image Analysis

2022 IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR)(2022)10.1109/cvpr52688.2022.02016

N/A

0DataRank · unranked

86 citations

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

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

Medical Image Analysis(2023)10.1016/j.media.2023.102988

N/A

0DataRank · unranked

21 citations

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

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

Medical Image Analysis(2024)10.1016/j.media.2024.103086

N/A

0DataRank · unranked

27 citations

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

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

Medical Image Analysis(2024)10.1016/j.media.2024.103159

N/A

0DataRank · unranked

8 citations

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

Representing Part-Whole Hierarchies in Foundation Models by Learning Localizability, Composability, and Decomposability from Anatomy via Self-Supervision

PubMed(2024)10.1109/cvpr52733.2024.01071

N/A

0DataRank · unranked

12 citations

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

Large-scale benchmarking and boosting transfer learning for medical image analysis

Medical Image Analysis(2025)10.1016/j.media.2025.103487

N/A

0DataRank · unranked

17 citations

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

Ark + : Supervised training a single high-performance AI foundation model from many differently labeled datasets—no label consolidation required

Medical Image Analysis(2025)10.1016/j.media.2025.103828

N/A

0DataRank · unranked

1 citations

Jiaxuan Pang, S. Senthil Velan, Michael B. Gotway, Jianming Liang, DongAo Ma

POPAR: Patch Order Prediction and Appearance Recovery for self-supervised learning in chest radiography

Medical Image Analysis(2025)10.1016/j.media.2025.103720

N/A

0DataRank · unranked

2 citations

DongAo Ma, Ziyu Zhou, Michael B. Gotway, Jianming Liang, Jiaxuan Pang

ACE: Anatomically Consistent Embeddings in Composition and Decomposition

arXiv (Cornell University)(2025)10.48550/arxiv.2501.10131

N/A

0DataRank · unranked

0 citations

Haozhe Luo, Mohammad Reza Hosseinzadeh Taher, Jiaxuan Pang, Xiaowei Ding, Michael B. Gotway +2 more