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frameextractionmammogram

a hybrid information extraction system for unstructured mammography reports. • Generates information frames using dependency parsing and distributed semantics. • Information frames comprise entities and relations that capture imaging observations. • This system obtains a F1-score of 0.94 in extracting complete lesion information. • Outperforms

frcnn_cad

Computer aided detection using Faster-RCNN

frozen-in-time

Frozen in Time: A Joint Video and Image Encoder for End-to-End Retrieval [ICCV'21]

ganhacks

starter from "How to Train a GAN?" at NIPS2016

google-research

Google Research

hand-cnn

ICCV 2019, Hand Detection

healthcare_ml

A curated list of ML|NLP resources for healthcare.

hi-ml

HI-ML toolbox for deep learning for medical imaging and Azure integration

hungvo304ml

hungvo304ml.github.io

Github Pages template for academic personal websites, forked from mmistakes/minimal-mistakes

ijepa

Official codebase for I-JEPA, the Image-based Joint-Embedding Predictive Architecture. First outlined in the CVPR paper, "Self-supervised learning from images with a joint-embedding predictive architecture."

inception

INCEpTION provides a semantic annotation platform offering intelligent annotation assistance and knowledge management.

incidental_lung

instance-search

invariantriskminimization

PyTorch code to run synthetic experiments.

involution

[CVPR 2021] Involution: Inverting the Inherence of Convolution for Visual Recognition, a brand new neural operator

iterative-stratification

scikit-learn cross validators for iterative stratification of multilabel data

labelme

Image Polygonal Annotation with Python (polygon, rectangle, circle, line, point and image-level flag annotation).

libfewshot

LibFewShot: A Comprehensive Library for Few-shot Learning.

linformer

Implementation of Linformer for Pytorch

llava

[NeurIPS 2023 Oral] Visual Instruction Tuning: LLaVA (Large Language-and-Vision Assistant) built towards multimodal GPT-4 level capabilities.

lung_nodule_detection_pytorch

mae

PyTorch implementation of MAE https//arxiv.org/abs/2111.06377

mediar

(NeurIPS 2022 CellSeg Challenge - 1st Winner) Open source code for "MEDIAR: Harmony of Data-Centric and Model-Centric for Multi-Modality Microscopy"

medical-ai-research-foundations

medical-imaging-datasets

A list of Medical imaging datasets.

medspacy

Library for clinical NLP with spaCy.

missing_aware_prompts

Multimodal Prompting with Missing Modalities for Visual Recognition, CVPR'23

mmc4

MultimodalC4 is a multimodal extension of c4 that interleaves millions of images with text.

mmdetection

OpenMMLab Detection Toolbox and Benchmark