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Medical robotics, medical imaging, robotic intelligence, human-robot interaction

Biography

I am deeply passionate about bringing robotic-assisted surgery into real-world scenarios, particularly through novel techniques that contribute to the healthcare industry. I completed my Ph.D. at the Technical University of Munich, Germany, under the supervision of Prof. Nassir Navab, focusing on the topic of "Intelligent Robotic Sonographers." I successfully defended my thesis with the highest distinction, “summa cum laude,” in 2022. Throughout my academic journey, I have mentored over 20 theses and lab projects, and I have published over 20 papers as the first/co-first or senior author in top-tier journals and conferences, including IJRR, MedIA, ARCRAS, TASE, TIE, TIM, RAL, ICRA, IROS, and MICCAI. Before my Ph.D., I was a research assistant at the Shenzhen Institute of Advanced Technology, China, from January 2017 to June 2018. During this time, I worked on robot-assisted spinal surgery and tele-operated eye surgery systems, where I developed a 7-DOF robotic arm with multiple sensing modalities for bone drilling or milling.
My research interests are broadly centered around developing intelligent robotic systems to enhance healthcare. In line with my personal interests and vision, my future lab will concentrate on medical robotics, addressing three key challenges: 1) dynamic scene understanding, 2) effective human-machine interaction technology and 3) fundamental sensing development for specific applications. To tackle real-world challenges, custom hardware designs tailored to individual clinical applications will ensure clinical transferability. The integration and development of multiple sensors will enable accurate surgical state perception, addressing safety concerns. Advanced learning algorithms will further enhance system intelligence by accurately interpreting real-time scenes captured by multiple sensor representations, including RGBD images, ultrasound, CT, force, ECG, etc.

Activities

Employment (3)

Technical University of Munich: Munich, DE

2022-04-01 to 2026-10-14 | senior research scientist (computer sciences)
Employment
Source: Self-asserted source
Zhongliang Jiang

Technical University of Munich: Munich, DE

2018-10-01 to 2022-03-31 | research assistance (computer sciences)
Employment
Source: Self-asserted source
Zhongliang Jiang

Shenzhen Institutes of Advanced Technology: Shenzhen, Guangdong, CN

2017-01-11 to 2018-08-31
Employment
Source: Self-asserted source
Zhongliang Jiang

Education and qualifications (2)

Technical University Munich: Munich, DE

2018-10-15 to present (Informatik)
Education
Source: Self-asserted source
Zhongliang Jiang

Harbin Institute of Technology Shenzhen Graduate School: Shenzhen, CN

2014-09-01 to 2017-01-05
Education
Source: Self-asserted source
Zhongliang Jiang

Works (19)

Class-Aware Cartilage Segmentation for Autonomous US-CT Registration in Robotic Intercostal Ultrasound Imaging

IEEE Transactions on Automation Science and Engineering
2025 | Journal article
Contributors: Zhongliang Jiang; Yunfeng Kang; Yuan Bi; Xuesong Li; Chenyang Li; Nassir Navab
Source: check_circle
Crossref

Gaze-Guided Robotic Vascular Ultrasound Leveraging Human Intention Estimation

IEEE Robotics and Automation Letters
2025 | Journal article
Contributors: Yuan Bi; Yang Su; Nassir Navab; Zhongliang Jiang
Source: check_circle
Crossref

Robot-Assisted Deep Venous Thrombosis Ultrasound Examination Using Virtual Fixture

IEEE Transactions on Automation Science and Engineering
2025 | Journal article
Contributors: Dianye Huang; Chenguang Yang; Mingchuan Zhou; Angelos Karlas; Nassir Navab; Zhongliang Jiang
Source: check_circle
Crossref

VibNet: Vibration-Boosted Needle Detection in Ultrasound Images

IEEE Transactions on Medical Imaging
2025 | Journal article
Contributors: Dianye Huang; Chenyang Li; Angelos Karlas; Xiangyu Chu; K. W. Samuel Au; Nassir Navab; Zhongliang Jiang
Source: check_circle
Crossref

Ultrasound Report Generation With Cross-Modality Feature Alignment via Unsupervised Guidance

IEEE Transactions on Medical Imaging
2025-01 | Journal article
Contributors: Jun Li; Tongkun Su; Baoliang Zhao; Faqin Lv; Qiong Wang; Nassir Navab; Ying Hu; Zhongliang Jiang
Source: check_circle
Crossref

DopUS-Net: Quality-Aware Robotic Ultrasound Imaging Based on Doppler Signal

IEEE Transactions on Automation Science and Engineering
2024 | Journal article
Contributors: Zhongliang Jiang; Felix Duelmer; Nassir Navab
Source: check_circle
Crossref

Needle Segmentation Using GAN: Restoring Thin Instrument Visibility in Robotic Ultrasound

IEEE Transactions on Instrumentation and Measurement
2024 | Journal article
Contributors: Zhongliang Jiang; Xuesong Li; Xiangyu Chu; Angelos Karlas; Yuan Bi; Yingsheng Cheng; K. W. Samuel Au; Nassir Navab
Source: check_circle
Crossref

Intelligent robotic sonographer: Mutual information-based disentangled reward learning from few demonstrations

The International Journal of Robotics Research
2024-06 | Journal article
Contributors: Zhongliang Jiang; Yuan Bi; Mingchuan Zhou; Ying Hu; Michael Burke; Nassir Navab
Source: check_circle
Crossref

Skeleton Graph-Based Ultrasound-CT Non-Rigid Registration

IEEE Robotics and Automation Letters
2023 | Journal article
Contributors: Zhongliang Jiang; Xuesong Li; Chenyu Zhang; Yuan Bi; Walter Stechele; Nassir Navab
Source: check_circle
Crossref

DefCor-Net: Physics-aware ultrasound deformation correction

Medical Image Analysis
2023-12 | Journal article
Contributors: Zhongliang Jiang; Yue Zhou; Dongliang Cao; Nassir Navab
Source: check_circle
Crossref

Robotic ultrasound imaging: State-of-the-art and future perspectives

Medical Image Analysis
2023-10 | Journal article
Contributors: Zhongliang Jiang; Septimiu E. Salcudean; Nassir Navab
Source: check_circle
Crossref

Precise Repositioning of Robotic Ultrasound: Improving Registration-Based Motion Compensation Using Ultrasound Confidence Optimization

IEEE Transactions on Instrumentation and Measurement
2022 | Journal article
Contributors: Zhongliang Jiang; Nehil Danis; Yuan Bi; Mingchuan Zhou; Markus Kroenke; Thomas Wendler; Nassir Navab
Source: check_circle
Crossref

Autonomous Robotic Screening of Tubular Structures Based Only on Real-Time Ultrasound Imaging Feedback

IEEE Transactions on Industrial Electronics
2022-07 | Journal article
Contributors: Zhongliang Jiang; Zhenyu Li; Matthias Grimm; Mingchuan Zhou; Marco Esposito; Wolfgang Wein; Walter Stechele; Thomas Wendler; Nassir Navab
Source: check_circle
Crossref

Towards Autonomous Atlas-Based Ultrasound Acquisitions in Presence of Articulated Motion

IEEE Robotics and Automation Letters
2022-07 | Journal article
Contributors: Zhongliang Jiang; Yuan Gao; Le Xie; Nassir Navab
Source: check_circle
Crossref

VesNet-RL: Simulation-Based Reinforcement Learning for Real-World US Probe Navigation

IEEE Robotics and Automation Letters
2022-07 | Journal article
Contributors: Yuan Bi; Zhongliang Jiang; Yuan Gao; Thomas Wendler; Angelos Karlas; Nassir Navab
Source: check_circle
Crossref

Automatic Force-Based Probe Positioning for Precise Robotic Ultrasound Acquisition

IEEE Transactions on Industrial Electronics
2021-11 | Journal article
Contributors: Zhongliang Jiang; Matthias Grimm; Mingchuan Zhou; Ying Hu; Javier Esteban; Nassir Navab
Source: check_circle
Crossref

Deformation-Aware Robotic 3D Ultrasound

IEEE Robotics and Automation Letters
2021-10 | Journal article
Contributors: Zhongliang Jiang; Yue Zhou; Yuan Bi; Mingchuan Zhou; Thomas Wendler; Nassir Navab
Source: check_circle
Crossref

Model-Based Compensation of Moving Tissue for State Recognition in Robotic-Assisted Pedicle Drilling

IEEE Transactions on Medical Robotics and Bionics
2020-08 | Journal article
Contributors: Zhongliang Jiang; Long Lei; Yu Sun; Xiaozhi Qi; Ying Hu; Bing Li; Nassir Navab; Jianwei Zhang
Source: check_circle
Crossref

Automatic Normal Positioning of Robotic Ultrasound Probe Based Only on Confidence Map Optimization and Force Measurement

IEEE Robotics and Automation Letters
2020-04 | Journal article
Contributors: Zhongliang Jiang; Matthias Grimm; Mingchuan Zhou; Javier Esteban; Walter Simson; Guillaume Zahnd; Nassir Navab
Source: check_circle
Crossref

Peer review (1 review for 1 publication/grant)

Review activity for Nature machine intelligence. (1)