Heinz Handels - Publications, H-index & Citations

Heinz Handels

german research center for artificial intelligence

35H指数

464论文数

6.8K被引数

收录论文 43

发表时间

Weakly-Supervised Detection of Facial Motor Tics in Video Data Using Score-Driven Top-k Multiple Instance Learning 基于分数驱动的Top-k多重实例学习对视频数据中面部运动性抽搐的弱监督检测

Journal of Healthcare Informatics Research

IF3.7

2026-07-30

OAAI

Nele Sophie Brügge; Frédéric Li; Ronja Schappert; Gesine Marie Sallandt; Christian Beste; Sebastian Fudickar; Marcin Grzegorzek; Alexander Münchau; Heinz Handels

Harmonizing regional cancer registry data to facilitate Germany-wide epidemiological analyses 协调区域癌症登记数据以促进德国全国性流行病学分析

International Journal of Medical Informatics

IF4.1

2026-07-01

PREAI

Germer, Sebastian; Sauerberg, Markus; Johanns, Ole; Rudolph, Christiane; Gundler, Christopher; Meisegeier, Stefan; Abnaof, Khalid; Kim-Wanner, Soo-Zin; Krauss, Anna; Langholz, Manuela; Luttmann, Sabine; Rath, Natalie; Rausch, Katharina; Katalinic, Alexander; Handels, Heinz; Nennecke, Alice; Kusche, Henrik

Neutral sentiment on patient's speech can predict the depressive symptom severity transdiagnostically 患者言语中的中性情绪可跨诊断预测抑郁症状的严重程度

Journal of Affective Disorders

IF4.9

2025-07-27

OAAI

Lea Mineur; Svea Horstmann; Berat Arslan; Christina Andreou; Marco Heide; Sofia Eickhoff; Mihai Avram; Kaja Berg; Kristina Sophie Hedelt; Léon Franzen; Frederike Buschmann; Frederike Schröpfer; Helena Victoria Rogg; Bartosz Zurowski; Heinz Handels; Stefan Borgwardt; Alexandra Korda

Realistic Evaluation of Deep Active Learning for Image Classification and Semantic Segmentation 深度主动学习在图像分类和语义分割中的现实评估

INTERNATIONAL JOURNAL OF COMPUTER VISION

IF9.3

2025-02-28

OAAI

Mittal, Sudhanshu; Niemeijer, Joshua; Cicek, Oezguen; Tatarchenko, Maxim; Ehrhardt, Jan; Schaefer, Joerg P.; Handels, Heinz; Brox, Thomas

Survival analysis for lung cancer patients: A comparison of Cox regression and machine learning models

INTERNATIONAL JOURNAL OF MEDICAL INFORMATICS

IF4.1

2024-11-01

OAAI

Germer, Sebastian; Rudolph, Christiane; Labohm, Louisa; Katalinic, Alexander; Rath, Natalie; Rausch, Katharina; Holleczek, Bernd; Handels, Heinz

Altered brain complexity in first-episode antipsychotic-naïve patients with schizophrenia: A whole-brain voxel-wise study

NEUROIMAGE-CLINICAL

IF3.6

2024-01-01

OAAI

Liu, Naici; Lencer, Rebekka; Andreou, Christina; Avram, Mihai; Handels, Heinz; Zhang, Wenjing; Hui, Sun; Yang, Chengmin; Borgwardt, Stefan; Sweeney, John A.; Lui, Su; Korda, Alexandra I.

Automated Motor Tic Detection: A Machine Learning Approach

MOVEMENT DISORDERS

IF7.6

2023-05-11

OAAI

Bruegge, Nele Sophie; Sallandt, Gesine Marie; Schappert, Ronja; Li, Frederic; Siekmann, Alina; Grzegorzek, Marcin; Baeumer, Tobias; Frings, Christian; Beste, Christian; Stenger, Roland; Roessner, Veit; Fudickar, Sebastian; Handels, Heinz; Muenchau, Alexander

Chaos analysis of the cortical boundary for the recognition of psychosis

JOURNAL OF PSYCHIATRY & NEUROSCIENCE

IF3.3

2023-04-25

OAAI

Korda, Alexandra I.; Andreou, Christina; Avram, Mihai; Frisman, Marina; Aliqadri, Mariya; Riecher-Roessler, Anita; Handels, Heinz; Martinetz, Thomas; Borgwardt, Stefan

Chaos analysis of the brain topology in first-episode psychosis and clinical high risk patients 首发精神病和临床高危患者脑拓扑的混沌分析

FRONTIERS IN PSYCHIATRY

IF3.2

2022-10-13

OAAI

Korda, Alexandra I.; Andreou, Christina; Avram, Mihai; Handels, Heinz; Martinetz, Thomas; Borgwardt, Stefan

Image registration and appearance adaptation in non-correspondent image regions for new MS lesions detection 用于新MS病变检测的非对应图像区域中的图像配准和外观适应

FRONTIERS IN NEUROSCIENCE

IF3.2

2022-09-07

OAAI

Andresen, Julia; Uzunova, Hristina; Ehrhardt, Jan; Kepp, Timo; Handels, Heinz

Differentiation of different stages of brain tumor infiltration using optical coherence tomography: Comparison of two systems and histology

FRONTIERS IN ONCOLOGY

IF3.3

2022-08-30

OAAI

Strenge, Paul; Lange, Birgit; Draxinger, Wolfgang; Grill, Christin; Danicke, Veit; Theisen-Kunde, Dirk; Hagel, Christian; Spahr-Hess, Sonja; Bonsanto, Matteo M.; Handels, Heinz; Huber, Robert; Brinkmann, Ralf

Chronological Registration of OCT and Autofluorescence Findings in CSCR: Two Distinct Patterns in Disease Course

DIAGNOSTICS

IF3.3

2022-07-22

OAAI

Santarossa, Monty; Tatli, Ayse; von der Burchard, Claus; Andresen, Julia; Roider, Johann; Handels, Heinz; Koch, Reinhard

Registration of histological brain images onto optical coherence tomography images based on shape information

PHYSICS IN MEDICINE AND BIOLOGY

IF3.4

2022-06-24

OAAI

Strenge, Paul; Lange, Birgit; Grill, Christin; Draxinger, Wolfgang; Danicke, Veit; Theisen-Kunde, Dirk; Hagel, Christian; Spahr-Hess, Sonja; Bonsanto, Matteo M.; Huber, Robert; Handels, Heinz; Brinkmann, Ralf

Memory-efficient GAN-based domain translation of high resolution 3D medical images

COMPUTERIZED MEDICAL IMAGING AND GRAPHICS

IF4.9

2020-12-01

OAAI

Uzunova, Hristina; Ehrhardt, Jan; Handels, Heinz

Evaluating White Matter Lesion Segmentations with Refined SOrensen-Dice Analysis

SCIENTIFIC REPORTS

IF3.9

2020-05-19

117

OAAI

Carass, Aaron; Roy, Snehashis; Gherman, Adrian; Reinhold, Jacob C.; Jesson, Andrew; Arbel, Tal; Maier, Oskar; Handels, Heinz; Ghafoorian, Mohsen; Platel, Bram; Birenbaum, Ariel; Greenspan, Hayit; Pham, Dzung L.; Crainiceanu, Ciprian M.; Calabresi, Peter A.; Prince, Jerry L.; Roncal, William R. Gray; Shinohara, Russell T.; Oguz, Ipek

Estimation of Large Motion in Lung CT by Integrating Regularized Keypoint Correspondences into Dense Deformable Registration

IEEE TRANSACTIONS ON MEDICAL IMAGING

IF9.8

2017-08-01

OAAI

Ruehaak, Jan; Polzin, Thomas; Heldmann, Stefan; Simpson, Ivor J. A.; Handels, Heinz; Modersitzki, Jan; Heinrich, Mattias P.

Subpopulation-based correspondence modelling for improved respiratory motion estimation in the presence of inter-fraction motion variations

PHYSICS IN MEDICINE AND BIOLOGY

IF3.4

2017-06-26

PREAI

Wilms, Matthias; Werner, Rene; Yamamoto, Tokihiro; Handels, Heinz; Ehrhardt, Jan