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Soroosh Tayebi Arasteh's Projects

acl_tear icon acl_tear

Anterior Cruciate Ligament (ACL) tears diagnosis

bezier_catmullrom icon bezier_catmullrom

C# implementation of some mathematical solutions to problems in 3D world generation

chestx icon chestx

Flexible federated learning enables institutions to jointly train deep learning models even when data is non-uniformly labeled. The resulting models are superior to models which are trained with conventional methods.

chestx_domain icon chestx_domain

Comprehensive Analysis of Domain Transferability Using Deep-Learning-Based Interpretation of Chest Radiographs

cv_course icon cv_course

Python Implementation of Computer Vision Exercises

dicolab icon dicolab

MATLAB implementation of basic concepts of Digital Communications

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Building an AI model for chest X-ray under patient privacy guarantees

elpv-dataset icon elpv-dataset

A dataset of functional and defective solar cells extracted from EL images of solar modules

federated_he icon federated_he

Federated learning with homomorphic encryption enables multiple parties to securely co-train artificial intelligence models in pathology and radiology, reaching state-of-the-art performance with privacy guarantees.

filter_design icon filter_design

MATLAB implementation and analysis of filter design for 2 specific FIR and IIR filters

fldomain icon fldomain

Enhancing domain generalization in the AI-based analysis of chest radiographs with federated learning

lane-detection icon lane-detection

Weakly-supervised road-lane markings detection for autonomous driving, mitigating the lack of training data

llmmed icon llmmed

Large Language Models Streamline Automated Machine Learning for Clinical Studies

osm-extractor icon osm-extractor

Extracting necessary information defined by the user from the OpenStreetMap

pathology_asv icon pathology_asv

The effect of speech pathology on automatic speaker verification

privacydomain icon privacydomain

Securing Collaborative Medical AI by Using Differential Privacy

pv_defect_detection icon pv_defect_detection

Multi-label defect detection for Solar Cells from Electroluminescence images of the modules, using Deep Learning

retweet icon retweet

How Will Your Tweet Be Received? Predicting theSentiment Polarity of Tweet Replies

sasp icon sasp

Programming exercises of the Speech and Audio Signal Processing course

vit-med icon vit-med

Enhancing diagnostic deep learning via self-supervised pretraining on large-scale, unlabeled non-medical images

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