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4 research outputs found
Deriving disease modules from the compressed transcriptional space embedded in a deep autoencoder
Author
A Franceschini
A Hunziker
+31Â more
A Lachmann
A Subramanian
A Torrente
AL Barabási
B Brynedal
C Lin
C Yifei
DR Gawel
EJ Topol
GE Hinton
GL Stein-O’Brien
GM Calabrese
HIH Chen
I Goodfellow
J Menche
J Piñero
J Tan
JN Taroni
L Chen
L Deng
L Rampášek
M Gustafsson
MA Skinnider
P Langfelder
S Choobdar
S Hellberg
S Hong
S Tarazona
S Wuchty
T James
Y LeCun
Publication venue
'Springer Science and Business Media LLC'
Publication date
Field of study
No full text
Crossref
Feature selection strategies for drug sensitivity prediction
Author
A Basu
A Cichonska
+31Â more
A Fabregat
A Fabregat
A Hauschild
A Khunger
B Haibe-Kains
B Seashore-Ludlow
C Benes
E Staub
E-H Tan
F Azuaje
F Pedregosa
G Riddick
H Yuan
I Guyon
IS Jang
J-P Gillet
J-P Gillet
JC Costello
L Rampášek
M Ali
M Ammad-ud din
M Ammad-ud din
M Levis
M Menden
N Meinshausen
P Geeleher
PL Bedard
T Sakellaropoulos
TP Tran
X Xu
Z Dong
Publication venue
'Springer Science and Business Media LLC'
Publication date
Field of study
No full text
Crossref
Leveraging multi-way interactions for systematic prediction of pre-clinical drug combination effects
Author
A Cichonska
A Cichonska
+41Â more
A Ianevski
A Lavecchia
A Luna
A Rocca
A Suraweera
AA Friedman
AC Palmer
AHC Vlot
B Al-Lazikani
B Haibe-Kains
D Day
E Pak
G Grazia
H Li
J Boshuizen
J Lehár
J O’Neil
J Ruzzolini
J Wildenhain
JC Costello
JC Gertrudes
JW Tyner
K Masui
KC Bulusu
KM Gayvert
L Rampášek
LAM Griner
M Bansal
M Jeon
MP Menden
NB Haas
P Gautam
P Sidorov
PC Choppa
R Guha
RE Gerner
RH Shoemaker
S Ali
S Rendle
SL Holbeck
SW Morris
Publication venue
'Springer Science and Business Media LLC'
Publication date
Field of study
No full text
Crossref
Super.FELT: supervised feature extraction learning using triplet loss for drug response prediction with multi-omics data
Author
AB Olshen
B Baek
+48Â more
B Li
B Seashore-Ludlow
BT Sherman
C Huang
Consortium G.O.
E Gysels
F Iorio
G Eraslan
H Gao
H Sharifi-Noghabi
H Sharifi-Noghabi
I Cortés-Ciriano
I.H. Consortium
J Barretina
J Zhang
J-K Lee
JC Costello
JN Weinstein
KM Gayvert
L Parca
L Rampášek
M Bloemink
M Gönen
M Li
M Trendowski
MB Kursa
MP Menden
MQ Ding
N Kumar
P Geeleher
P Geeleher
P Smirnov
S Huang
S Naulaerts
T Ma
TA Knijnenburg
V Schwämmle
W Yang
WE Johnson
X Xu
X-Y Liu
Y Benjamini
Y Lin
Y Perez-Riverol
Y-C Chiu
Y-C Chiu
Z Ding
Z Dong
Publication venue
'Springer Science and Business Media LLC'
Publication date
Field of study
No full text
Crossref