Application of FCA in Medicine

Analogical complexes

[(non-comedo);(PCT);(Pc T,Pc N)]
[(comedo);(surgery,PCT);(Bio)]
[(cribriform,comedo,alveo,non-comedo,paget);(PCT);
(Bio)]
[(comedo,alveo,cli);(surgery);(Bio)]
[(comedo,non-comedo,coloidal,cribriform); (PCTneoadj);
(Pc T)]
[(comedo,cribriform);(PCT);(Pc T,Bio)]
Tricontext 1: Types of carcinoma (objects), First applied treatment (attributes), Confirmation Mode (conditions)
[(Pc T);(PCT);(cons,rad,nosurgery)]
[(Pc T,Bio);(surgery,PCT);(cons)]
[(Bio);(surgery,PCT);(rad)]
[(Bio);(surgery,PCT);(cons, rad)]
[(Pc T,Bio);(PCT);(cons, rad)]
[(Pc T);(PCT,Meta);(rad)]
[(Pc T,Bio,Pc N);(PCT);(rad)]
Tricontext 2: Confirmation Mode (objects), First applied treatment (attributes), Comitee indication (conditions)
[(liver);(A,DTX,T);(vomiting,nausea)]
[(bone);(EC,CMF);(vomiting,alopecia,neutropenia,nausea)]
[(pleurisy);(AC,TXT);(vomiting, alopecia, nausea)]
[(lung);(AC); (edema, appendages, neutropenia, nausea)]
Tricontext 3: Location of Metastasis(objects), Treatment(attributes), Drug Adverse Reactions(conditions)
disease
Fig. 1. Carcinoma map
partialtopo
Fig. 2. Cancer tumor topography. Partial view.
Figure1
Fig. 3. DTX adverse reactions: complete distribution view. The Nauseanode is selected, highlighting all combinations of adverse effects that includenausea. The results are in count format, showing the number of patients thathave suffered all the adverse effects determining a certain node.
2016_carcinoma_localizareresuta
Fig. 4. Carcinoma map vs metastasis location in a circular layout
2016_tipPCTmetastatica_localizareresuta
Fig. 5. Metastasis location vs recommended treatment in a circular layout
2016_simptom_localizareresuta
Fig. 6. Symptoms list vs metastasis location in a circular layout
2016_basis_sex
2016_basis_sex
2016_tumor_sequence_sex
2016_tumor_sequence_sex
age
age
scala
scala
survival
survival
topography
topography
2016_vital_sex
2016_vital_sex
2016_tratamente_sex
2016_tratamente_sex
2016_behavior_sex
2016_behavior_sex
2016_condensedTNM_sex
2016_condensedTNM_sex
2016_grade_sex
2016_grade_sex
2016_laterality_sex
2016_laterality_sex
2016_simptom_localizareresuta
Fig. 6. Symptoms list vs metastasis location in a circular layout
2016_TNM_sex
2016_TNM_sex

Figure1 Figure2
eProCords project structure Educational trajectory of patients
Figure3_upd Figure4_upd
Occurence of CVD diseases over age intervals Occurence of CVD diseases over age intervals
Figure5 Figure6
Obesity scale Combined scaling of the many-valued attributes Gender and Abdominal Circumference.
Figure7 Figure8
Dichotomic scale of cardiovascular disease occurence Number of subjects having ICAM values between 100 and 300
Figure9 Figure10
ToscanaJ browsing scenarios: Obesity-Diabetes-Age ToscanaJ browsing scenarios: Obesity-Diabetes-Age; zooming into the Obesity node
Figure11 Figure12
Correlation Obesity – Diabetes mellitus – Age conceptual map Correlation Diabetes mellitus – HOMA values nested conceptual map
Figure13
Correlation CVD – HOMA values nested conceptual map.