Can Machine Learning Assist in Diagnosis of Primary Immune
Thrombocytopenia? A feasibility study

Can Machine Learning Assist in Diagnosis of Primary Immune Thrombocytopenia? A feasibility study

31 May 2024

Dimitrios Kollias

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Papers citing "Can Machine Learning Assist in Diagnosis of Primary Immune Thrombocytopenia? A feasibility study"

19 / 19 papers shown

Title
Ensuring UAV Safety: A Vision-only and Real-time Framework for Collision Avoidance Through Object Detection, Tracking, and Distance Estimation Vasileios Karampinis Anastasios Arsenos Orfeas Filippopoulos Evangelos Petrongonas Christos Skliros D. Kollias Stefanos D. Kollias Athanasios Voulodimos 79 10 0 10 May 2024
Uncertainty-guided Contrastive Learning for Single Source Domain Generalisation Anastasios Arsenos D. Kollias Evangelos Petrongonas Christos Skliros Stefanos D. Kollias 74 14 0 12 Mar 2024
COVID-19 Computer-aided Diagnosis through AI-assisted CT Imaging Analysis: Deploying a Medical AI System Demetris Gerogiannis Anastasios Arsenos D. Kollias Dimitris Nikitopoulos Stefanos D. Kollias 77 17 0 10 Mar 2024
Domain adaptation, Explainability & Fairness in AI for Medical Image Analysis: Diagnosis of COVID-19 based on 3-D Chest CT-scans D. Kollias Anastasios Arsenos Stefanos D. Kollias 67 26 0 04 Mar 2024
The 6th Affective Behavior Analysis in-the-wild (ABAW) Competition D. Kollias Panagiotis Tzirakis Alan S. Cowen Stefanos Zafeiriou I. Kotsia Alice Baird Chris Gagne Chunchang Shao Guanyu Hu 91 73 0 29 Feb 2024
Distribution Matching for Multi-Task Learning of Classification Tasks: a Large-Scale Study on Faces & Beyond D. Kollias V. Sharmanska Stefanos Zafeiriou CVBM 85 43 0 02 Jan 2024
COVID-19 Detection Using Slices Processing Techniques and a Modified Xception Classifier from Computed Tomography Images Kenan Morani 55 3 0 10 Dec 2023
BTDNet: a Multi-Modal Approach for Brain Tumor Radiogenomic Classification Dimitrios Kollias Karanjot Vendal Priyanka Gadhavi Solomon Russom 54 21 0 05 Oct 2023
ABAW: Valence-Arousal Estimation, Expression Recognition, Action Unit Detection & Emotional Reaction Intensity Estimation Challenges D. Kollias Panagiotis Tzirakis Alice Baird Alan S. Cowen Stefanos Zafeiriou 97 124 0 02 Mar 2023
A Deep Neural Architecture for Harmonizing 3-D Input Data Analysis and Decision Making in Medical Imaging D. Kollias Anastasios Arsenos Stefanos D. Kollias AI4CE 68 37 0 01 Mar 2023
ABAW: Learning from Synthetic Data & Multi-Task Learning Challenges D. Kollias 94 129 0 03 Jul 2022
MixAugment & Mixup: Augmentation Methods for Facial Expression Recognition Andreas Psaroudakis D. Kollias 63 38 0 09 May 2022
MIA-COV19D: COVID-19 Detection through 3-D Chest CT Image Analysis D. Kollias Anastasios Arsenos Levon Soukissian Stefanos D. Kollias 58 94 0 14 Jun 2021
Deep Transparent Prediction through Latent Representation Analysis D. Kollias N. Bouas Y. Vlaxos V. Brillakis M. Seferis I. Kollia L. Sukissian J. Wingate Stefanos D. Kollias 31 88 0 13 Sep 2020
Metrics for Multi-Class Classification: an Overview Margherita Grandini Enrico Bagli Giorgio Visani VLM 38 925 0 13 Aug 2020
Expression, Affect, Action Unit Recognition: Aff-Wild2, Multi-Task Learning and ArcFace D. Kollias Stefanos Zafeiriou CVBM 76 348 0 25 Sep 2019
A Survey on Bias and Fairness in Machine Learning Ninareh Mehrabi Fred Morstatter N. Saxena Kristina Lerman Aram Galstyan SyDa FaML 571 4,366 0 23 Aug 2019
Deep Affect Prediction in-the-wild: Aff-Wild Database and Challenge, Deep Architectures, and Beyond D. Kollias Panagiotis Tzirakis M. Nicolaou A. Papaioannou Guoying Zhao Björn Schuller I. Kotsia Stefanos Zafeiriou CVBM 104 444 0 29 Apr 2018
Inherent Trade-Offs in the Fair Determination of Risk Scores Jon M. Kleinberg S. Mullainathan Manish Raghavan FaML 121 1,775 0 19 Sep 2016

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