Pinned Repositories
Active_contour3D
Activecontour3D
BERTCriticalFinding
BERT model to classify radiology report text according to critical, acute and normal.
ColonCancer_survival
machine-learning-examples
This repository contains various examples of machine learning workflows.
Multi-modal-Fusion-Model-for-Predicting-Adverse-Cardiovascular-Outcomes
The code for the multi-modal fusion model for prediction of adverse cardiovascular outcomes using both ECG and EHR Data
multimodal-deep-learning
This repository contains various models targetting multimodal representation learning, multimodal fusion for downstream tasks such as multimodal sentiment analysis.
PE_annotation
RadiologyReportEmbedding
Intelligent Word Embeddings of Free-Text Radiology Reports
SimpleNLP_radiology
imonban's Repositories
imonban/Multi-modal-Fusion-Model-for-Predicting-Adverse-Cardiovascular-Outcomes
The code for the multi-modal fusion model for prediction of adverse cardiovascular outcomes using both ECG and EHR Data
imonban/BERTCriticalFinding
BERT model to classify radiology report text according to critical, acute and normal.
imonban/ColonCancer_survival
imonban/AI-Deep-Learning-Lab-2022
imonban/anonymizer
RSNA DICOM Anonymizer
imonban/Awesome-Diffusion-Models
A collection of resources and papers on Diffusion Models
imonban/blob_cropper
A small Python package that processes images or videos to produce blob images.
imonban/BreastRecurrence_Transformer
imonban/CapstoneProject_ML
imonban/Comparative_Analysis_of_CNN-CBAM_Fusion_Model_and_ViT
The code for comparative analysis of CNN+CBAM and ViT for processing ECG image data in joint fusion with EHR data for post-PCI prognosis.
imonban/domainadapt_segmentation
Repository for benchmarking code for domain adaptation of 3D segmentation models
imonban/ecg_plot
Plot standard multi lead ECG/EKG chart with Python
imonban/EchoImageProcessing
imonban/EcofiltroMobileApp
imonban/femr
FEMR (Framework for Electronic Medical Records) provides tooling for large-scale, self-supervised learning using electronic health records
imonban/gloria
GLoRIA: A Multimodal Global-Local Representation Learning Framework forLabel-efficient Medical Image Recognition
imonban/MACE_extraction
imonban/MCAT
Multimodal Co-Attention Transformer for Survival Prediction in Gigapixel Whole Slide Images - ICCV 2021
imonban/MigraneFreq_extract
imonban/MIMICIV_processing
imonban/PCO_breast
imonban/pco_extraction_man
imonban/Poisoning-Instruction-Tuned-Models
imonban/process-images
Repo to process images
imonban/prostate_atlas_segm_miccai2022
Atlas-based Semantic Segmentation of Prostate Zones - MICCAI 2022
imonban/RadiologyFeedback
imonban/Residency_AI
imonban/Residency_AI-1
imonban/RSNA2021_NLP_DEMO
imonban/universal-triggers
Universal Adversarial Triggers for Attacking and Analyzing NLP (EMNLP 2019)