Maria Rossi

ID: 999998

1954 Nov 11 (67 y.o)

Treatment for

Active principle

Drug name (optional)

As needed medication

Therapy line №

Start date (authored-On)

Drug to be taken at the hospital

End date

Administration time

Note/constraint

Dosage

Delete row Add row “Administration time”

Dosage

Select type of scheduling

Every

For

Then stop for

Mon

Tue

Wed

Thu

Fri

Sat

Sun

In case of (optional):

Start date (authored-On)

Initial dose

Then

Every

Maximum dose

Per

Bound duration (no more than)

Survival model

Model for predicting Overall Survival (OS) for Melanoma patient treated with Imunnotherapy. Predicted survival graphs will be presented for Nivolumab and Nivolumab+Ipilimumab

View

Response model

Model for predicting response to the treatment for Melanoma patient treated with Imunnotherapy. Predicted probabilities of having response will presented for Nivolumab compared to Nivolumab+Ipilimumab

View

Probability of Survival

Survival prediction feature importance

Baseline information

WHO score

ECOG grade 0
LDH level

265 U/L
S100b

Normal
BRAF mutation

NO

Primary melanoma

Location primary tumor

Head and neck
Type of melanoma

Superficial spreading
Breslow thickness in millimeters

1.02 mm
Ulceration

NO
Dermal mitoses

1 or more mitotic figure per mm2
Satellitosis / in-transits metastases

Satellitosis

Metastases

Lymph node metastases (macroscopic)

NO
Distance metastases

YES
Total number of metastases

Multiple
Metastasis site

Lung

Nivolumab

Probability for response to treatment with Nivolumab — 0.85
Nivolumab + Ipilimumab

Probability for response to treatment with Nivolumab + Ipilimumab — 0.7

Response prediction feature importance

Baseline information

WHO score

ECOG grade 0
LDH level

265 U/L
S100b

Normal
BRAF mutation

NO

Primary melanoma

Location primary tumor

Head and neck
Type of melanoma

Superficial spreading
Breslow thickness in millimeters

1.02 mm
Ulceration

NO
Dermal mitoses

1 or more mitotic figure per mm2
Satellitosis / in-transits metastases

Satellitosis

Metastases

Lymph node metastases (macroscopic)

NO
Distance metastases

YES
Total number of metastases

Multiple
Metastasis site

Lung

Neutrophil count

01-05-2021

Normal

Platelets count

20-04-2021

Low

Hemoglobin

10-03-2021

High

WHO score

LDH level

S100b

BRAF mutation

Location primary tumor

Type of melanoma

Breslow thickness in millimeters

Ulceration

Dermal mitoses

Satellitosis / in-transits metastases

Lymph node metastases (macroscopic)

Distance metastases

Total number of metastases

Metastasis site