issues
search
dalgu90
/
icd-coding-benchmark
Automatic ICD coding benchmark based on the MIMIC dataset
MIT License
35
stars
5
forks
source link
issues
Newest
Newest
Most commented
Recently updated
Oldest
Least commented
Least recently updated
Rename the module to anemic, address the import issue, refactor DCAN
#47
dalgu90
closed
2 years ago
0
Configs and README update
#46
dalgu90
closed
2 years ago
0
Update Interactive demo app.
#45
dalgu90
closed
2 years ago
1
[WIP] Add GatedCNN-NCI Model
#44
abheesht17
opened
2 years ago
0
Implement the TransICD model
#43
abheesht17
closed
2 years ago
1
Add the Initial Version of Interactive Demo
#42
dalgu90
closed
2 years ago
1
[WIP] Refactor Model Files
#41
abheesht17
opened
2 years ago
0
Implement Fusion model
#40
dalgu90
closed
2 years ago
4
Change the macro AUC metric to multi-process method (branch issue cleared)
#39
dalgu90
closed
2 years ago
0
Change the macro AUC metric to multi-process method
#38
dalgu90
closed
2 years ago
1
Add badges to README file
#37
abheesht17
closed
2 years ago
0
Create LICENSE
#36
abheesht17
closed
2 years ago
1
Additional Changes to DCAN
#35
abheesht17
closed
2 years ago
0
Model Summary
#34
abheesht17
closed
2 years ago
2
Reproduce CAML's old datasets
#33
dalgu90
closed
2 years ago
0
Load ConfigMapper objects without explicit import statements
#32
dalgu90
closed
2 years ago
1
Add DCAN
#31
abheesht17
closed
2 years ago
2
Add Layers module
#30
abheesht17
opened
2 years ago
3
Add Custom Data Splitters
#29
abheesht17
opened
2 years ago
0
[Future] Add Unit Tests
#28
abheesht17
opened
2 years ago
0
[Future] Rename the `src` folder to `icd_coding_benchmark` (or any other name we can think of for the library)
#27
abheesht17
closed
2 years ago
1
[Future] Enable Users to Use Models Off-the-shelf
#26
abheesht17
opened
2 years ago
2
Add configs for MIMIC-III full dataset & old 50 dataset / fix macro AUC metric
#25
dalgu90
closed
2 years ago
1
Add the MultiResCNN Model
#24
SuhasShanbhogue
closed
2 years ago
2
Added the MultiResCNN Model
#23
SuhasShanbhogue
closed
2 years ago
0
[Future] Config Wrapper/Generators for Ease of Usage
#22
abheesht17
opened
2 years ago
1
[FUTURE] Move all Dataset-related Functions to the Preprocessing/Dataset Pipeline
#21
abheesht17
opened
2 years ago
0
Getting an issue with importing gensim
#20
dalgu90
closed
2 years ago
2
Give an option to the user to use CAML top-50 split
#19
abheesht17
closed
2 years ago
2
Add Logging Statements
#18
abheesht17
closed
2 years ago
6
Implement the base trainer, loss, and metrics
#17
dalgu90
closed
2 years ago
1
Revert "Added MultiResCNN model"
#16
abheesht17
closed
2 years ago
0
Revert "Updated the MultiResCNN code"
#15
abheesht17
closed
2 years ago
0
Logging Statements, tqdm bars, etc.
#14
abheesht17
closed
2 years ago
0
Optimise/debug preprocessing, add Word2Vec embedding trainer/loader
#13
abheesht17
closed
2 years ago
5
Updated the MultiResCNN code
#12
SuhasShanbhogue
closed
2 years ago
0
Added MultiResCNN model
#11
SuhasShanbhogue
closed
2 years ago
0
Mimic-III Preprocessing Bug Fixes
#10
abheesht17
closed
2 years ago
0
Add JSON for All Labels
#9
abheesht17
closed
2 years ago
0
Data Splitters (CAML Split), Code-based Filtering (Top-k), Bug-fixes in Preprocessing Pipeline
#8
abheesht17
closed
2 years ago
0
Add libraries to requirements.txt
#7
abheesht17
closed
2 years ago
0
Change Line Length to 80
#6
abheesht17
closed
2 years ago
0
Fix Black Pre-commit Error
#5
abheesht17
closed
2 years ago
0
Black Pre-commit Hook Failing
#4
abheesht17
closed
2 years ago
0
Add Basic Setup Files (For Formatting, etc.), Dataset Class and Preprocessing Functions
#3
abheesht17
closed
2 years ago
0
CAML model / Use ConfigMapper class rather than the instance
#2
dalgu90
closed
2 years ago
0
top-level run file and the initial CAML model
#1
dalgu90
closed
2 years ago
0