Konstantinos Sechidis - Publications, H-index & Citations

Konstantinos Sechidis

university college london

15H指数

47论文数

1.0K被引数

收录论文 13

发表时间

Overview and Practical Recommendations on Using Shapley Values for Identifying Predictive Biomarkers via CATE Modeling 基于CATE建模利用Shapley值识别预测性生物标志物的概述与实践建议

Statistics in Medicine

IF1.8

2026-01-01

PREAI

Svensson, David; Hermansson, Erik; Nikolaou, Nikolaos; Sechidis, Konstantinos; Lipkovich, Ilya

Comparing Methods to Assess Treatment Effect Heterogeneity in General Parametric Regression Models

Statistics in Medicine

IF1.8

2026-01-01

PREAI

Chen, Yao; Sun, Sophie; Sechidis, Konstantinos; Zhang, Cong; Hothorn, Torsten; Bornkamp, Bjorn

Using Individualized Treatment Effects to Assess Treatment Effect Heterogeneity 使用个体化治疗效应评估治疗效应异质性

STATISTICS IN MEDICINE

IF1.8

2025-12-01

PREAI

Sechidis, Konstantinos; Zhang, Cong; Sun, Sophie; Chen, Yao; Spector, Asher; Bornkamp, Bjorn

Vocal Markers of Schizophrenia: Assessing the Generalizability of Machine Learning Models and Their Clinical Applicability 精神分裂症的语音标记：评估机器学习模型的可推广性及其临床适用性

SCHIZOPHRENIA BULLETIN

IF4.8

2025-08-01

PREAI

Parola, Alberto; Jessen, Emil Trenckner; Rybner, Astrid; Mortensen, Marie Damsgaard; Larsen, Stine Nyhus; Simonsen, Arndis; Lin, Jessica Mary; Zhou, Yuan; Wang, Huiling; Koelkebeck, Katja; Sechidis, Konstantinos; Bliksted, Vibeke; Fusaroli, Riccardo

Breaking boundaries: Low-precision conditional mutual information for efficient feature selection 突破边界：低精度条件互信息用于高效特征选择

PATTERN RECOGNITION

IF7.6

2025-06-01

PREAI

Moran-Fernandez, Laura; Blanco-Mallo, Eva; Sechidis, Konstantinos; Bolon-Canedo, Veronica

All that Glitters Is not Gold: Type-I Error Controlled Variable Selection from Clinical Trial Data

CLINICAL PHARMACOLOGY & THERAPEUTICS

IF5.5

2024-02-28

PREAI

Zimmermann, Manuela R.; Baillie, Mark; Kormaksson, Matthias; Ohlssen, David; Sechidis, Konstantinos

A generalizable speech emotion recognition model reveals depression and remission

Acta Psychiatrica Scandinavica

IF5

2021-12-14

OAAI

Hansen, Lasse; Zhang, Yan-Ping; Wolf, Detlef; Sechidis, Konstantinos; Ladegaard, Nicolai; Fusaroli, Riccardo

A machine learning perspective on the emotional content of Parkinsonian speech

ARTIFICIAL INTELLIGENCE IN MEDICINE

IF6.2

2021-05-01

OAAI

Sechidis, Konstantinos; Fusaroli, Riccardo; Orozco-Arroyave, Juan Rafael; Wolf, Detlef; Zhang, Yan-Ping

Efficient feature selection using shrinkage estimators (vol 108, pg 1261, 2019)

MACHINE LEARNING

IF2.9

2020-06-04

OAAI

Sechidis, Konstantinos; Azzimonti, Laura; Pocock, Adam; Corani, Giorgio; Weatherall, James; Brown, Gavin

Feature selection with limited bit depth mutual information for portable embedded systems

KNOWLEDGE-BASED SYSTEMS

IF7.6

2020-06-01

OAAI

Moran-Fernandez, Laura; Sechidis, Konstantinos; Bolon-Canedo, Veronica; Alonso-Betanzos, Amparo; Brown, Gavin

Efficient feature selection using shrinkage estimators

MACHINE LEARNING

IF2.9

2019-05-09

OAAI

Sechidis, Konstantinos; Azzimonti, Laura; Pocock, Adam; Corani, Giorgio; Weatherall, James; Brown, Gavin

Simple strategies for semi-supervised feature selection

MACHINE LEARNING

IF2.9

2017-07-17

OAAI

Sechidis, Konstantinos; Brown, Gavin

Dealing with under-reported variables: An information theoretic solution

INTERNATIONAL JOURNAL OF APPROXIMATE REASONING

IF3

2017-06-01

OAAI

Sechidis, Konstantinos; Sperrin, Matthew; Petherick, Emily S.; Lujan, Mikel; Brown, Gavin

研究方向