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Constantin Seibold

About Constantin Seibold

Constantin Seibold, With an exceptional h-index of 9 and a recent h-index of 9 (since 2020), a distinguished researcher at Karlsruher Institut für Technologie, specializes in the field of Computer Vision, Machine Learning, Medical Image Analysis.

His recent articles reflect a diverse array of research interests and contributions to the field:

Cellvit: Vision transformers for precise cell segmentation and classification

A Meta-Review about Medical 3D Printing

CLUE: A Clinical Language Understanding Evaluation for LLMs

FootCapture: Towards an AR-based System for 3D Foot Object Acquisition through Photogrammetry

On the Impact of Cross-Domain Data on German Language Models

Towards the automatic generation of medical reports in low supervision scenarios

MedShapeNet--A Large-Scale Dataset of 3D Medical Shapes for Computer Vision

Towards unifying anatomy segmentation: automated generation of a full-body CT dataset via knowledge aggregation and anatomical guidelines

Constantin Seibold Information

University

Position

PhD. Student

Citations(all)

261

Citations(since 2020)

261

Cited By

4

hIndex(all)

9

hIndex(since 2020)

9

i10Index(all)

9

i10Index(since 2020)

9

Email

University Profile Page

Google Scholar

Constantin Seibold Skills & Research Interests

Computer Vision

Machine Learning

Medical Image Analysis

Top articles of Constantin Seibold

Cellvit: Vision transformers for precise cell segmentation and classification

Medical Image Analysis

2024/5/1

Constantin Seibold
Constantin Seibold

H-Index: 1

Barbara Grünwald
Barbara Grünwald

H-Index: 13

Jan Egger
Jan Egger

H-Index: 21

A Meta-Review about Medical 3D Printing

2024/4/12

Christina Gsaxner
Christina Gsaxner

H-Index: 8

Jianning Li
Jianning Li

H-Index: 11

Yao Li
Yao Li

H-Index: 5

Constantin Seibold
Constantin Seibold

H-Index: 1

Rainer Röhrig
Rainer Röhrig

H-Index: 16

Victor Alves
Victor Alves

H-Index: 15

Xiaojun Chen
Xiaojun Chen

H-Index: 8

Jan Egger
Jan Egger

H-Index: 21

CLUE: A Clinical Language Understanding Evaluation for LLMs

arXiv preprint arXiv:2404.04067

2024/4/5

FootCapture: Towards an AR-based System for 3D Foot Object Acquisition through Photogrammetry

2024

Nicolas Walter
Nicolas Walter

H-Index: 8

Jan Egger
Jan Egger

H-Index: 21

Rainer Stiefelhagen
Rainer Stiefelhagen

H-Index: 38

On the Impact of Cross-Domain Data on German Language Models

arXiv preprint arXiv:2310.07321

2023/10/11

Cheng Peng
Cheng Peng

H-Index: 7

Jianning Li
Jianning Li

H-Index: 11

Jan Egger
Jan Egger

H-Index: 21

Jiang Bian
Jiang Bian

H-Index: 23

Yonghui Wu
Yonghui Wu

H-Index: 22

Towards the automatic generation of medical reports in low supervision scenarios

2023/9/6

Constantin Seibold
Constantin Seibold

H-Index: 1

MedShapeNet--A Large-Scale Dataset of 3D Medical Shapes for Computer Vision

arXiv preprint arXiv:2308.16139

2023/8/30

Jianning Li
Jianning Li

H-Index: 11

Christina Gsaxner
Christina Gsaxner

H-Index: 8

Yuan Jin
Yuan Jin

H-Index: 5

Xiaojun Chen
Xiaojun Chen

H-Index: 8

Sergios Gatidis
Sergios Gatidis

H-Index: 26

Nadya Shusharina
Nadya Shusharina

H-Index: 11

Nicholas Heller
Nicholas Heller

H-Index: 4

Anjany Sekuboyina
Anjany Sekuboyina

H-Index: 9

Reuben Dorent
Reuben Dorent

H-Index: 4

Tom Vercauteren
Tom Vercauteren

H-Index: 34

Patrick Langenhuizen
Patrick Langenhuizen

H-Index: 2

Federico Bolelli
Federico Bolelli

H-Index: 11

Costantino Grana
Costantino Grana

H-Index: 21

Jun Ma
Jun Ma

H-Index: 25

Yao Zhang
Yao Zhang

H-Index: 14

Roberto Souza
Roberto Souza

H-Index: 13

Leticia Rittner
Leticia Rittner

H-Index: 14

Richard Frayne
Richard Frayne

H-Index: 27

Soumick Chatterjee
Soumick Chatterjee

H-Index: 4

Carlos Ferreira
Carlos Ferreira

H-Index: 24

Aurelio Campilho
Aurelio Campilho

H-Index: 24

Yannick Suter
Yannick Suter

H-Index: 4

Jose Garcia
Jose Garcia

H-Index: 3

Matthias Gunzer
Matthias Gunzer

H-Index: 35

Constantin Seibold
Constantin Seibold

H-Index: 1

Victor Alves
Victor Alves

H-Index: 15

Michael Kamp
Michael Kamp

H-Index: 7

Konstantinos Tserpes
Konstantinos Tserpes

H-Index: 17

Christian Wachinger
Christian Wachinger

H-Index: 23

Martin Urschler
Martin Urschler

H-Index: 26

Luc Duong
Luc Duong

H-Index: 11

Ping Luo
Ping Luo

H-Index: 6

Mauricio Reyes
Mauricio Reyes

H-Index: 3

Jan Egger
Jan Egger

H-Index: 21

Towards unifying anatomy segmentation: automated generation of a full-body CT dataset via knowledge aggregation and anatomical guidelines

arXiv preprint arXiv:2307.13375

2023/7/25

Constantin Seibold
Constantin Seibold

H-Index: 1

Rainer Stiefelhagen
Rainer Stiefelhagen

H-Index: 38

Valuing vicinity: Memory attention framework for context-based semantic segmentation in histopathology

Computerized Medical Imaging and Graphics

2023/7/1

Constantin Seibold
Constantin Seibold

H-Index: 1

Jan Egger
Jan Egger

H-Index: 21

Why does my medical AI look at pictures of birds? Exploring the efficacy of transfer learning across domain boundaries

arXiv preprint arXiv:2306.17555

2023/6/30

Michael Kamp
Michael Kamp

H-Index: 7

Constantin Seibold
Constantin Seibold

H-Index: 1

Jan Egger
Jan Egger

H-Index: 21

Accurate fine-grained segmentation of human anatomy in radiographs via volumetric pseudo-labeling

arXiv preprint arXiv:2306.03934

2023/6/6

Constantin Seibold
Constantin Seibold

H-Index: 1

Simon Reiß
Simon Reiß

H-Index: 2

Rainer Stiefelhagen
Rainer Stiefelhagen

H-Index: 38

Decoupled Semantic Prototypes enable learning from diverse annotation types for semi-weakly segmentation in expert-driven domains

2023

Simon Reiß
Simon Reiß

H-Index: 2

Constantin Seibold
Constantin Seibold

H-Index: 1

Alexander Freytag
Alexander Freytag

H-Index: 12

Rainer Stiefelhagen
Rainer Stiefelhagen

H-Index: 38

Is There a Role of Artificial Intelligence in Preclinical Imaging?

2023/4/8

Constantin Seibold
Constantin Seibold

H-Index: 1

Robert Seifert
Robert Seifert

H-Index: 3

Multimodal Interactive Lung Lesion Segmentation: A Framework for Annotating PET/CT Images based on Physiological and Anatomical Cues

2023/4/18

Constantin Seibold
Constantin Seibold

H-Index: 1

Rainer Stiefelhagen
Rainer Stiefelhagen

H-Index: 38

Jointly Optimized Deep Neural Networks to Synthesize Monoenergetic Images from Single-Energy CT Angiography for Improving Classification of Pulmonary Embolism

Diagnostics

2022/5/13

Constantin Seibold
Constantin Seibold

H-Index: 1

Rainer Stiefelhagen
Rainer Stiefelhagen

H-Index: 38

Towards Automatic Parsing of Structured Visual Content through the Use of Synthetic Data

2022/8/21

Constantin Seibold
Constantin Seibold

H-Index: 1

Kailun Yang
Kailun Yang

H-Index: 16

Merlin Knaeble
Merlin Knaeble

H-Index: 1

Alexander Maedche
Alexander Maedche

H-Index: 34

Rainer Stiefelhagen
Rainer Stiefelhagen

H-Index: 38

A Comparative Analysis of Decision-Level Fusion for Multimodal Driver Behaviour Understanding

2022/6/4

Alina Roitberg
Alina Roitberg

H-Index: 9

Constantin Seibold
Constantin Seibold

H-Index: 1

David Schneider
David Schneider

H-Index: 31

Rainer Stiefelhagen
Rainer Stiefelhagen

H-Index: 38

Hierarchical nearest neighbor graph embedding for efficient dimensionality reduction

arXiv e-prints

2022/3

Constantin Seibold
Constantin Seibold

H-Index: 1

Rainer Stiefelhagen
Rainer Stiefelhagen

H-Index: 38

Reference-guided Pseudo-Label Generation for Medical Semantic Segmentation

Proceedings of the AAAI conference on artificial intelligence

2022/6/28

Simon Reiß
Simon Reiß

H-Index: 2

Rainer Stiefelhagen
Rainer Stiefelhagen

H-Index: 38

Detailed Annotations of Chest X-Rays via CT Projection for Report Understanding

arXiv preprint arXiv:2210.03416

2022/10/7

Constantin Seibold
Constantin Seibold

H-Index: 1

Simon Reiß
Simon Reiß

H-Index: 2

Rainer Stiefelhagen
Rainer Stiefelhagen

H-Index: 38

See List of Professors in Constantin Seibold University(Karlsruher Institut für Technologie)

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