SnowHawkeye disease-prediction issues

SnowHawkeye / disease-prediction

Repository for experiments on disease prediction

MIT License

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[DATA] #55 Create lists of patients to filter for CKD

#56 SnowHawkeye closed 1 week ago
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[DATA] Generate lists of patients to filter for CKD

#55 SnowHawkeye closed 1 week ago
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[DATA] #52 ckd data extraction

#54 SnowHawkeye closed 1 week ago
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[DATA] Data extraction for acute myocardial infarction

#53 SnowHawkeye opened 1 week ago
0
[DATA] Data extraction for stage 4 and 5 CKD

#52 SnowHawkeye closed 1 week ago
0
[MODEL] Create MLP kernel to handle 2D data

#51 SnowHawkeye closed 2 weeks ago
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[MODEL] Create generic kernel implementation for classic ML algorithms

#50 SnowHawkeye closed 2 weeks ago
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[EXPERIMENT] #44 experimental setup

#49 SnowHawkeye closed 3 weeks ago
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[EXPERIMENT] Create a parameterizable script to run experiments

#44 SnowHawkeye closed 3 weeks ago
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[EXPERIMENT] [t2d_B2y_G3m_P1y] Prediction performance

#43 SnowHawkeye opened 3 weeks ago
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[MODEL] #35 Implement MIPHA components for performance testing

#42 SnowHawkeye closed 3 weeks ago
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[MODEL] Implement alternative imputation methods

#41 SnowHawkeye opened 1 month ago
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Data/39 type 2 diabetes extraction

#40 SnowHawkeye closed 1 month ago
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[DATA] Data extraction for type 2 diabetes

#39 SnowHawkeye closed 1 month ago
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[DATA] #36 Create script for demographic data extraction

#38 SnowHawkeye closed 1 month ago
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[DATA] #26 Create functions to convert records to learning matrices

#37 SnowHawkeye closed 1 month ago
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[DATA] Extract demographic data

#36 SnowHawkeye closed 1 month ago
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[MODEL] MIPHA implementation for prediction performance testing

#35 SnowHawkeye closed 3 weeks ago
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[DATA] Data extraction for prediction performance

#34 SnowHawkeye opened 2 months ago
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[EXPERIMENT] Prediction performance and lead time

#30 SnowHawkeye opened 2 months ago
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[ASK] Influence of the feature extractors

#29 SnowHawkeye opened 2 months ago
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Data/9 prepare ecg data extraction

#28 SnowHawkeye closed 2 months ago
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[DATA] Make labeling function independent of data type

#27 SnowHawkeye closed 2 months ago
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[DATA] Generate learning matrices

#26 SnowHawkeye closed 1 month ago
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[DATA] Extract ECG signal data

#25 SnowHawkeye opened 2 months ago
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[DATA] Add ED data to diagnoses

#24 SnowHawkeye opened 2 months ago
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[DATA] Migrate to MIMIC IV 3.0

#23 SnowHawkeye opened 2 months ago
0
[DATA] #21 Update labeling logic for positive patients and optimize labeling function

#22 SnowHawkeye closed 3 months ago
1
[DATA] Do not label matrices for patients after first observed diagnosis

#21 SnowHawkeye closed 3 months ago
0
[DATA] Laboratory data extraction

#20 SnowHawkeye closed 3 months ago
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[ASK] Inter-disease transferability

#19 SnowHawkeye opened 3 months ago
0
[DATA] #2 Import and refactor proof of concept implementation of MIPHA

#18 SnowHawkeye closed 3 months ago
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[ASK] Same-disease transferability

#17 SnowHawkeye opened 3 months ago
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[ASK] Training and retraining speed

#15 SnowHawkeye opened 3 months ago
2
[ASK] Feature importance study

#14 SnowHawkeye opened 3 months ago
0
[ASK] Using ECGs for non-cardiac disease prediction

#13 SnowHawkeye opened 3 months ago
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[ASK] Influence of adding features

#12 SnowHawkeye opened 3 months ago
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[ASK] Influence of the temporal model parameters

#11 SnowHawkeye opened 3 months ago
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[ASK] Predictive performance and lead time for chronic diseases

#10 SnowHawkeye opened 3 months ago
0
[DATA] Prepare ECG data extraction from MIMIC-IV

#9 SnowHawkeye closed 2 months ago
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[DATA] Extract stage 4/5 CKD results

#7 SnowHawkeye opened 3 months ago
0
[PROJECT] Disease prediction using MIPHA

#6 SnowHawkeye opened 3 months ago
0
[REFACTOR] #3 Initialize directory structure, update README and intro…

#5 SnowHawkeye closed 3 months ago
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Define research workflow

#3 SnowHawkeye closed 3 months ago
0
[DATA] Import MIPHA implementation code

#2 SnowHawkeye closed 3 months ago
0
[DATA] Laboratory data extraction

#1 SnowHawkeye closed 3 months ago
0