Pauline Ornela MEGNE CHOUDJADice Score, False Positive Volume, and False Negative VolumeAs indicated in a previous post, dice scores, which measure the overlap between the ground truth and the predicted mask, can serve as a…Jan 25Jan 25
Pauline Ornela MEGNE CHOUDJADICOM to NIfTI ConversionMany frameworks for medical image analysis may require a specific format such as NIfTI (Neuroimaging Informatics Technology Initiative)…Jan 143Jan 143
Pauline Ornela MEGNE CHOUDJAinArtificial Intelligence in Plain EnglishProstate MRI SegmentationImage segmentation is a crucial aspect of medical image analysis. In the context of prostate Magnetic Resonance Imaging (MRI), it relies on…Jan 92Jan 92
Pauline Ornela MEGNE CHOUDJAinArtificial Intelligence in Plain EnglishVocal Biomarker to Predict Fatigue in People with COVID-19IntroductionOct 30, 2023Oct 30, 2023
Pauline Ornela MEGNE CHOUDJAImage CaptioningIn the realm of multimodal learning, image captioning stands as a process that involves the generation of meaningful textual descriptions…Jun 6, 20231Jun 6, 20231
Pauline Ornela MEGNE CHOUDJADouble Descent PhenomenonOverall , Machine learning’s main objective is to find a tradeoff between the model’s ability to fit the training data and its ability to…Apr 11, 20232Apr 11, 20232
Pauline Ornela MEGNE CHOUDJAMask-RCNN for Object Detection with Detectron2In our previous article, we gave an intuition behind object detection. You can read it here to refresh.May 22, 20221May 22, 20221
Pauline Ornela MEGNE CHOUDJAIntroduction to object detectionIn machine learning, computers are able to “identify” objects thanks to computer vision. But have you ever asked yourself how computers…May 9, 2022May 9, 2022
