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Jiancheng Yang

Assistant Professor

Aalto University

Finland

Research Interests

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Professors in Finland Professors in Medical Imaging Medical Imaging professors in Finland

Articles (20)

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2026

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2025

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2023

Collaborators (25)

Stefanie Schreiber

Acting Director & Principal Neurologist

Otto-von-Guericke Universität Magdeburg

GERMANY

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Siyu Huang

Assistant Professor

Clemson University

UNITED STATES

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Gian Marco Melito

Graz University of Technology (90000)

AUSTRIA

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Mathieu Hatt

Director of research

INSERM

FRANCE

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Zongwei Zhou

Johns Hopkins University

UNITED STATES

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Hongwei Li

Assistant Professor

National University of Singapore (NUS)

SINGAPORE

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Hanspeter Pfister

An Wang Professor of Computer Science

Harvard University

UNITED STATES

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Donglai Wei

Assistant Professor

Boston College

UNITED STATES

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Diego Angeles Valdez

University Medical Center Groningen

NETHERLANDS

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Roy Eagleson

Professor

University of Western Ontario

CANADA

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Adam Alessio

Professor

Michigan State University

UNITED STATES

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Federico Bolelli

Tenure-Track Assistant Professor (RTT)

University of Modena and Reggio Emilia

ITALY

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Susann Beier

Senior Lecturer

University of New South Wales

AUSTRALIA

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Claudia Krebs

The University of British Columbia

CANADA

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Mingchen Gao

Assistant Professor

University at Buffalo

UNITED STATES

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Zhi Liu

The University of Electro-Communications

JAPAN

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Hamza MEKHZOUM

Vrije Universiteit Brussel

BELGIUM

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Patrick Langenhuizen

Assistant Professor

Eindhoven University of Technology

NETHERLANDS

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Jef Vandemeulebroucke

Prof. at Vrije Universiteit Brussel (VUB)

Vrije Universiteit Brussel (VUB)

BELGIUM

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Yongjie Jessica Zhang

George Tallman Ladd and Florence Barrett Ladd Professor

Carnegie Mellon University

UNITED STATES

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Martin Urschler

Associate Professor

Medical University of Graz

AUSTRIA

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Stefan Cornelissen

Eindhoven University of Technology

NETHERLANDS

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Liang Jin

Ohio State University

UNITED STATES

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Jun Ma

Scientist

University Health Network

CANADA

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Behrus Hinrichs-Puladi

Specialist in Oral and Maxillofacial Surgery

University Hospital RWTH Aachen

GERMANY

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Jiancheng Yang

Research Interests

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Articles (20)

Template-guided reconstruction of pulmonary segments with neural implicit functions

Deep Rib Fracture Instance Segmentation and Classification From CT on the RibFrac Challenge

Efficient anatomical labeling of pulmonary tree structures via deep point-graph representation-based implicit fields

A multimodal visual–language foundation model for computational ophthalmology

SimTA++: Simple attention neural network for clinical asynchronous time series

Tuning vision foundation models for rectal cancer segmentation from CT scans

Exploring Causal Information Bottleneck for Adversarial Defense

&lt;i&gt;MedShapeNet&lt;/i&gt; - a large-scale dataset of 3D medical shapes for computer vision.

Multi-task learning for medical foundation models

Advancing EGFR mutation subtypes prediction in NSCLC by combining 3D pretrained ConvNeXt, radiomics, and clinical features

Fundus2Video: Cross-Modal Angiography Video Generation from Static Fundus Photography with Clinical Knowledge Guidance

GMILT: A Novel Transformer Network That Can Noninvasively Predict EGFR Mutation Status

Generating Anatomically Accurate Heart Structures via Neural Implicit Fields

Multimodal fusion of liquid biopsy and CT enhances differential diagnosis of early-stage lung adenocarcinoma

One-shot Retinal Artery and Vein Segmentation via Cross-modality Pretraining

SGDA: Towards 3D Universal Pulmonary Nodule Detection via Slice Grouped Domain Attention

MedMNIST v2 - A large-scale lightweight benchmark for 2D and 3D biomedical image classification

RibSeg v2: A Large-scale Benchmark for Rib Labeling and Anatomical Centerline Extraction

The Impact of ChatGPT and LLMs on Medical Imaging Stakeholders: Perspectives and Use Cases

China lung cancer screening (CLUS) version 2.0 with new techniques implemented: Artificial intelligence, circulating molecular biomarkers and autofluorescence bronchoscopy

Collaborators (25)

Stefanie Schreiber

Siyu Huang

Gian Marco Melito

Mathieu Hatt

Zongwei Zhou

Hongwei Li

Hanspeter Pfister

Donglai Wei

Diego Angeles Valdez

Roy Eagleson

Adam Alessio

Federico Bolelli

Susann Beier

Claudia Krebs

Mingchen Gao

Zhi Liu

Hamza MEKHZOUM

Patrick Langenhuizen

Jef Vandemeulebroucke

Yongjie Jessica Zhang

Martin Urschler

Stefan Cornelissen

Liang Jin

Jun Ma

Behrus Hinrichs-Puladi

Make your next move.

<i>MedShapeNet</i> - a large-scale dataset of 3D medical shapes for computer vision.