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New Projects
Radiomics Feature Extraction Based on Automatic Image Segmentation for Classification of Breast TumorsStart Date:
Sept. 26, 2021
Grading of Gliomas by Using Contrast-Enhanced CT Radiomics FeaturesStart Date:
May 31, 2021
Prostate lesion segmentation in MR images using radiomics based deeply supervised CNNsStart Date:
May 20, 2021
How much employment of deep learning, attention map detection and fusion techniques can improve accuracy in prediction of stages in lung cancer?Start Date:
April 1, 2021
How much can employment of radiomics features, hybrid systems and fusion techniques improve performance of stage prediction in lung cancer?Start Date:
April 30, 2021
How much employment of fusion techniques and deep learning and attention map can improve survival prediction in lung cancer?Start Date:
April 1, 2021
How much fusion techniques and various hybrid systems can improve performance in survival prediction in lung cancer?Start Date:
April 1, 2021
How much can fusing techniques and attention map techniques improve segmentation procedure in lung cancer?Start Date:
April 1, 2021
How can various hybrid ML systems and radiomics features enhance performance in lung cancer (divided in n sections and rearrange the dataset for several time)?Start Date:
April 3, 2021
How Much Can Employment of Attention Map and Fusion Techniques Improve Binary Survival Prediction in Lung Cancer (Ensemble Voting)?Start Date:
Sept. 30, 2021
Applying multiple feature extraction models on PET images to improve outcome prediction in head and neck cancerStart Date:
April 30, 2021
prediction of treatment response in PD, How can we predict the improvement when applying the specific treatment on PD patients.Start Date:
Sept. 30, 2021
Discover of effective attention maps in head and neck cancer images.Start Date:
Sept. 30, 2021
New Projects
Diagnosis of Covid 19 Diease Based on Chest X-Ray Image (Kaggle Competition#1)Start Date:
June 5, 2021
New Projects
Ongoing Projects
The correlation between whole-exome sequencing analysis results and clinical DaT SPECT Radiomics features in Parkinson diseaseStart Date:
June 24, 2021
Breast Cancer Classification via Self-Knowledge Distillation, Transfer Learning, and Feature Fusion ModelsStart Date:
May 26, 2021
Multi-Modality Fusion Coupled with Deep Learning for Improved Outcome Prediction in Head and Neck CancerStart Date:
Feb. 2, 2021
Employing multiple features extracting from image via different ways for outcome prediction or unsupervised task or mixture of them in Parkinson’s disease.Start Date:
Feb. 1, 2021
Cognitive Outcome Prediction in Parkinson’s Disease Using Hybrid Machine Learning Systems and Radiomics FeaturesStart Date:
Feb. 6, 2021
Prediction of TNM Stage in Head and Neck Cancer Using Hybrid Machine Learning Systems and Radiomics FeaturesStart Date:
Feb. 8, 2021
Automatic segmentation in head and neck cancerStart Date:
Feb. 6, 2021
Drug Amount Prediction in Parkinson’s Disease Using Hybrid Machine Learning Systems and Radiomics FeaturesStart Date:
Feb. 20, 2021
Ongoing Projects
Ongoing Projects
Done Projects
Hybrid Machine Learning Systems for Prediction of Parkinson’s Disease Pathogenic Variant using Clinical Information and Radiomics FeaturesStart Date:
June 12, 2021
Feature Selection and Machine Learning Methods for Optimal Identification and Prediction of Subtypes in Parkinson’s DiseaseStart Date:
Sept. 1, 2020
Multitask Outcome Prediction using Hybrid Machine Learning and PET-CT Fusion RadiomicsStart Date:
Nov. 1, 2020
Longitudinal Clustering Analysis and Prediction of Parkinson’s Disease Progression using Radiomics and Hybrid Machine Learning MethodsStart Date:
Oct. 4, 2020
Hybrid Machine Learning Methods and Ensemble Voting for Identification of Parkinson’s Disease SubtypesStart Date:
Dec. 1, 2020
Longitudinal Clustering Analysis and Prediction of Parkinson’s Disease ProgressionStart Date:
Nov. 1, 2020
Advanced Survival Prediction in Head and Neck Cancer Using Hybrid Machine Learning Systems and Radiomics FeaturesStart Date:
Feb. 15, 2021
Done Projects
Diagnosis of Covid 19 Diease Based on Chest X-Ray Image (Kaggle Competition#2)Start Date:
June 7, 2021
HEad and neCK TumOR segmentation and outcome prediction in PET-CT images. (HECKTOR challenge#2)Start Date:
June 7, 2021
HEad and neCK TumOR segmentation and outcome prediction in PET-CT images. (HECKTOR challenge#1)Start Date:
Dec. 6, 2021