21 research outputs found
Revisiting Image Aesthetic Assessment via Self-Supervised Feature Learning
Visual aesthetic assessment has been an active research field for decades.
Although latest methods have achieved promising performance on benchmark
datasets, they typically rely on a large number of manual annotations including
both aesthetic labels and related image attributes. In this paper, we revisit
the problem of image aesthetic assessment from the self-supervised feature
learning perspective. Our motivation is that a suitable feature representation
for image aesthetic assessment should be able to distinguish different
expert-designed image manipulations, which have close relationships with
negative aesthetic effects. To this end, we design two novel pretext tasks to
identify the types and parameters of editing operations applied to synthetic
instances. The features from our pretext tasks are then adapted for a one-layer
linear classifier to evaluate the performance in terms of binary aesthetic
classification. We conduct extensive quantitative experiments on three
benchmark datasets and demonstrate that our approach can faithfully extract
aesthetics-aware features and outperform alternative pretext schemes. Moreover,
we achieve comparable results to state-of-the-art supervised methods that use
10 million labels from ImageNet.Comment: AAAI Conference on Artificial Intelligence, 2020, accepte
Noval advance of histone modification in inflammatory skin diseases and related treatment methods
Inflammatory skin diseases are a group of diseases caused by the disruption of skin tissue due to immune system disorders. Histone modification plays a pivotal role in the pathogenesis and treatment of chronic inflammatory skin diseases, encompassing a wide range of conditions, including psoriasis, atopic dermatitis, lupus, systemic sclerosis, contact dermatitis, lichen planus, and alopecia areata. Analyzing histone modification as a significant epigenetic regulatory approach holds great promise for advancing our understanding and managing these complex disorders. Additionally, therapeutic interventions targeting histone modifications have emerged as promising strategies for effectively managing inflammatory skin disorders. This comprehensive review provides an overview of the diverse types of histone modification. We discuss the intricate association between histone modification and prevalent chronic inflammatory skin diseases. We also review current and potential therapeutic approaches that revolve around modulating histone modifications. Finally, we investigated the prospects of research on histone modifications in the context of chronic inflammatory skin diseases, paving the way for innovative therapeutic interventions and improved patient outcomes
Application of polyethyleneimine-modified attapulgite for the solid-phase extraction of chlorophenols at trace levels in environmental water samples
A polyethyleneimine (PEI)-modified attapulgite was employed as a new adsorbent for solid-phase extraction (SPE) of chlorophenols (CPs) from environmental water samples. Key factors pivotal to extraction efficiency, such as organic additive, pH, salt, sample loading volume, elution volume, and sample loading flow rate, were investigated. The maximum adsorption capacity of CPs reached 38 mg/g, and the adsorption behavior could be described with the Langmuir isotherm model. The developed SPE procedure was then tested on river water samples. Of this cartridge, 0.4 g could be used to treat up to 100 mL of the water sample, with high recoveries achieved. The limit of detection (S/N = 3) and the limit of quantification (S/N = 10) were in range of 0.08-0.56 and 0.27-1.88 ng/mL, respectively. The mean recoveries of CPs spiked in river water samples ranged from 84.4 to 96.8% with relative standard deviations for the intra-day and inter-day less than 6.30%. The developed SPE method exhibited high sensitivity, high selectivity, excellent accuracy, and good repeatability to the analysis of trace CPs in complicated aqueous matrices
Sage-Bionetworks/schematic: v23.9.2
What's Changed
implement GE list rule by @GiaJordan in https://github.com/Sage-Bionetworks/schematic/pull/655
Develop initial rule pairs by @GiaJordan in https://github.com/Sage-Bionetworks/schematic/pull/802
Cross Manifest Validation: Value Level Comparisons and Reworked Warning Messages by @GiaJordan in https://github.com/Sage-Bionetworks/schematic/pull/751
Develop schema viz tool tests by @mialy-defelice in https://github.com/Sage-Bionetworks/schematic/pull/659
make sorting case insensitive by @GiaJordan in https://github.com/Sage-Bionetworks/schematic/pull/830
Develop fix submit keyerror by @mialy-defelice in https://github.com/Sage-Bionetworks/schematic/pull/831
updating the release documentation by @linglp in https://github.com/Sage-Bionetworks/schematic/pull/817
Develop an endpoint to return data types of columns in a manifest by @linglp in https://github.com/Sage-Bionetworks/schematic/pull/815
Develop rule combination by @GiaJordan in https://github.com/Sage-Bionetworks/schematic/pull/766
BugFix: Import dataType from CLI as list not string by @GiaJordan in https://github.com/Sage-Bionetworks/schematic/pull/836
BugFix: Manifest Import - Mask null cells as empty strings instead of NaNs by @GiaJordan in https://github.com/Sage-Bionetworks/schematic/pull/837
BugFix: list like behavior by @GiaJordan in https://github.com/Sage-Bionetworks/schematic/pull/840
Check type of 'url' entry when raising errors by @GiaJordan in https://github.com/Sage-Bionetworks/schematic/pull/844
Fix example data model list validation rule and update "list" in ManifestGenerator to handle both list strict and list like by @linglp in https://github.com/Sage-Bionetworks/schematic/pull/847
add warning to validate_manifest endpoint by @linglp in https://github.com/Sage-Bionetworks/schematic/pull/859
Develop NA string behavior by @GiaJordan in https://github.com/Sage-Bionetworks/schematic/pull/842
Develop blank annotation behavior by @GiaJordan in https://github.com/Sage-Bionetworks/schematic/pull/862
Develop Missing Entity Handling by @GiaJordan in https://github.com/Sage-Bionetworks/schematic/pull/871
rename manifest based on manifest_basename when submit to synapse by @linglp in https://github.com/Sage-Bionetworks/schematic/pull/869
Output errors generated from jsonSchema (when submitting manifest) to the console by @linglp in https://github.com/Sage-Bionetworks/schematic/pull/873
Develop manifest submission error handle by @linglp in https://github.com/Sage-Bionetworks/schematic/pull/879
do not create dir if located in cwd by @GiaJordan in https://github.com/Sage-Bionetworks/schematic/pull/881
Update annotations unit test by @GiaJordan in https://github.com/Sage-Bionetworks/schematic/pull/880
Develop optional rule args by @GiaJordan in https://github.com/Sage-Bionetworks/schematic/pull/843
Containerizing schematic (and update dependencies as needed) by @BrunoGrandePhD in https://github.com/Sage-Bionetworks/schematic/pull/882
add endpoint find_class_specific_properties by @linglp in https://github.com/Sage-Bionetworks/schematic/pull/890
add route get_subgraph_by_edge_type by @linglp in https://github.com/Sage-Bionetworks/schematic/pull/891
create endpoint to return schema as a pickle file by @linglp in https://github.com/Sage-Bionetworks/schematic/pull/892
poetry documentation by @linglp in https://github.com/Sage-Bionetworks/schematic/pull/895
Add support for Schematic API to Dockerfile by @BrunoGrandePhD in https://github.com/Sage-Bionetworks/schematic/pull/887
Create project table manifests, move entities to new project by @mialy-defelice in https://github.com/Sage-Bionetworks/schematic/pull/829
add concurrency to github action by @linglp in https://github.com/Sage-Bionetworks/schematic/pull/896
HOTFIX: Mixed type column manifest table upload by @GiaJordan in https://github.com/Sage-Bionetworks/schematic/pull/902
update asset view table endpoint to allow returning a json by @linglp in https://github.com/Sage-Bionetworks/schematic/pull/912
added get_node_range endpoint by @andrewelamb in https://github.com/Sage-Bionetworks/schematic/pull/904
added get_property_label endpoint by @andrewelamb in https://github.com/Sage-Bionetworks/schematic/pull/905
added node_dependencies endpoint by @andrewelamb in https://github.com/Sage-Bionetworks/schematic/pull/906
Allow schema.org schema to be loaded and used by @GiaJordan in https://github.com/Sage-Bionetworks/schematic/pull/903
add example workbook to demo cli functions by @linglp in https://github.com/Sage-Bionetworks/schematic/pull/916
change manifest name for censored manifest when upload by @linglp in https://github.com/Sage-Bionetworks/schematic/pull/931
Add Restriction Flag to Make Synapse Table Method by @GiaJordan in https://github.com/Sage-Bionetworks/schematic/pull/935
Develop Table Uploads: Replace by @GiaJordan in https://github.com/Sage-Bionetworks/schematic/pull/917
allow users to upload csv or json file when submitting manifest using API endpoints by @linglp in https://github.com/Sage-Bionetworks/schematic/pull/908
allow users to upload csv or json file when validating manifest using API endpoints by @linglp in https://github.com/Sage-Bionetworks/schematic/pull/910
Develop table schema fix replacements by @GiaJordan in https://github.com/Sage-Bionetworks/schematic/pull/947
Fixing parsing of table schema parameters on table replace by @milen-sage in https://github.com/Sage-Bionetworks/schematic/pull/945
Develop schema viz tool cors by @linglp in https://github.com/Sage-Bionetworks/schematic/pull/942
Move Schema Visualization to Schematic by @mialy-defelice in https://github.com/Sage-Bionetworks/schematic/pull/645
add default max size for columns missing this key by @GiaJordan in https://github.com/Sage-Bionetworks/schematic/pull/952
populate manifest as an excel spreadsheet without sending data to Google api by @linglp in https://github.com/Sage-Bionetworks/schematic/pull/940
Skip Trashed Entities and Entities that "do not exist" by @GiaJordan in https://github.com/Sage-Bionetworks/schematic/pull/985
Reword conditional requirements for the attribute table by @linglp in https://github.com/Sage-Bionetworks/schematic/pull/987
add tests related to manifest get by @linglp in https://github.com/Sage-Bionetworks/schematic/pull/979
fix api endpoint for docker container by @linglp in https://github.com/Sage-Bionetworks/schematic/pull/974
Remove unused libraries by @linglp in https://github.com/Sage-Bionetworks/schematic/pull/991
Remove Manifest Table Submission Dependency on Project Scope when not Validating by @GiaJordan in https://github.com/Sage-Bionetworks/schematic/pull/989
HOTFIX: Extend table replacement sleep duration to ensure synapse deletion operation completes by @GiaJordan in https://github.com/Sage-Bionetworks/schematic/pull/999
Pass config.yml as an environment variable to docker container by @linglp in https://github.com/Sage-Bionetworks/schematic/pull/975
update error messages in synapseStore when manifest_basename key is missing in config.yml by @linglp in https://github.com/Sage-Bionetworks/schematic/pull/997
Added instructions for installing and using schematic and the schematic API docker containers to README by @GiaJordan in https://github.com/Sage-Bionetworks/schematic/pull/953
Develop pdoc by @linglp in https://github.com/Sage-Bionetworks/schematic/pull/957
correct typo: master_basename to manifest_basename in error message by @linglp in https://github.com/Sage-Bionetworks/schematic/pull/1005
Fixed typo in conditional requirement for schema viz attribute table by adding quotes by @linglp in https://github.com/Sage-Bionetworks/schematic/pull/1003
Added tests for all API endpoints by @linglp in https://github.com/Sage-Bionetworks/schematic/pull/995
Fixed an issue where the DCA would disconnect on manifest submission by casting UUIDs to type string by @GiaJordan in https://github.com/Sage-Bionetworks/schematic/pull/1006
Reminded users to run synapse login --rememberMe after schematic init step in ReadMe by @linglp in https://github.com/Sage-Bionetworks/schematic/pull/1004
Added the option to populate manifest as an excel spreadsheet to avoid sending metadata to Google APIs by @linglp in https://github.com/Sage-Bionetworks/schematic/pull/994
For schematic APIs, return excel file instead of excel file path by @linglp in https://github.com/Sage-Bionetworks/schematic/pull/988
Emphasized that users should download the config.yml from develop branch in ReadMe by @linglp in https://github.com/Sage-Bionetworks/schematic/pull/1007
Removed validity requirement for unrequired attribute entries, allow users to specify validation rule conformity required for entries, fix DCA disconnect caused by JSON Schema validation errors by @GiaJordan in https://github.com/Sage-Bionetworks/schematic/pull/1000
Strip hyphens from Synapse annotation keys by @milen-sage in https://github.com/Sage-Bionetworks/schematic/pull/1020
Fixed a bug where in some instances manifests would be uploaded with different display and downloadAs names by @GiaJordan in https://github.com/Sage-Bionetworks/schematic/pull/1017
Added an API endpoint to check if a given node is required or not by @linglp in https://github.com/Sage-Bionetworks/schematic/pull/1024
added more instructions of running CLI in jupyter notebook by @linglp in https://github.com/Sage-Bionetworks/schematic/pull/1031
Added a slack bot to notify successful new releases by @linglp in https://github.com/Sage-Bionetworks/schematic/pull/1025
Turned service_account_creds.json as an environment variable and default way of authentication by @linglp in https://github.com/Sage-Bionetworks/schematic/pull/1015
Changed base docker image and removed package for security reasons by @linglp in https://github.com/Sage-Bionetworks/schematic/pull/1037
Add support for treating date entries as type datetime by @GiaJordan in https://github.com/Sage-Bionetworks/schematic/pull/1041
Automatically updated CLI documentation on Readthedocs by @linglp in https://github.com/Sage-Bionetworks/schematic/pull/1047
Deprecated token pickle and credentials.json by @linglp in https://github.com/Sage-Bionetworks/schematic/pull/1040
Introduce tests to cover current table operations: creation and replacement by @GiaJordan in https://github.com/Sage-Bionetworks/schematic/pull/1046
Skip api tests when rule combination tests are run by @GiaJordan in https://github.com/Sage-Bionetworks/schematic/pull/1068
Added workflow to deploy schematic docker container in Github container registry by @linglp in https://github.com/Sage-Bionetworks/schematic/pull/1062
Remove schematic support for Python v3.7 and v3.8 by @GiaJordan in https://github.com/Sage-Bionetworks/schematic/pull/1090
Refactor table operations structure in asset store by @GiaJordan in https://github.com/Sage-Bionetworks/schematic/pull/1069
Added input_token as a parameter for /manifest/get endpoint to fix credential issues when getting an existing manifest on AWS by @linglp in https://github.com/Sage-Bionetworks/schematic/pull/1080
Fixed getProjectManifests function in synapse storage by @linglp in https://github.com/Sage-Bionetworks/schematic/pull/1084
Develop api node display names by @mialy-defelice in https://github.com/Sage-Bionetworks/schematic/pull/1094
Create API endpoint for get_node_validation_rules by @mialy-defelice in https://github.com/Sage-Bionetworks/schematic/pull/1095
Update schematic dependencies by @GiaJordan in https://github.com/Sage-Bionetworks/schematic/pull/1092
Raise errors for wrong schema errors by @GiaJordan in https://github.com/Sage-Bionetworks/schematic/pull/1073
Set default of "table_manipulation" as "replace" in API endpoint when users enter None and updated tests by @linglp in https://github.com/Sage-Bionetworks/schematic/pull/1115
Update synapseClient dependency and api for manifest table uploads by @GiaJordan in https://github.com/Sage-Bionetworks/schematic/pull/1101
set pyopenssl = "^23.0.0" by @andrewelamb in https://github.com/Sage-Bionetworks/schematic/pull/1125
added date GE rule by @andrewelamb in https://github.com/Sage-Bionetworks/schematic/pull/1103
Implement table upsert feature by using schematic-db by @GiaJordan in https://github.com/Sage-Bionetworks/schematic/pull/1081
Add use_schema_label parameter to manifest submission endpoint, separate manifest submission and table upsert tests by @GiaJordan in https://github.com/Sage-Bionetworks/schematic/pull/1129
Delete GE checkpoint after completion of GE validation by @GiaJordan in https://github.com/Sage-Bionetworks/schematic/pull/1136
Remove try: catch: block from manifest submission command function by @GiaJordan in https://github.com/Sage-Bionetworks/schematic/pull/1130
Save all properties that are Included in the domain of a Class by @mialy-defelice in https://github.com/Sage-Bionetworks/schematic/pull/1134
Display exceptions raised during validation with Great expectations, allow exclusion of upper bound OR lower bound for inRange rule by @GiaJordan in https://github.com/Sage-Bionetworks/schematic/pull/1131
Update Documentation - python/package versions and POCs by @GiaJordan in https://github.com/Sage-Bionetworks/schematic/pull/1139
Increase buffer size to a higher limit to deal with long token by @linglp in https://github.com/Sage-Bionetworks/schematic/pull/1144
lock schematic-db to version 0.0.6 by @GiaJordan in https://github.com/Sage-Bionetworks/schematic/pull/1145
use try: finally: to delete checkpoint even if running the checkpoint fails or errors out by @GiaJordan in https://github.com/Sage-Bionetworks/schematic/pull/1155
Allowed CORS on given routes instead of all routes by @linglp in https://github.com/Sage-Bionetworks/schematic/pull/1168
Added restrict rules param to manifest/validate by @linglp in https://github.com/Sage-Bionetworks/schematic/pull/1178
Bug Fix: remedy negation of table manipulation specification by @GiaJordan in https://github.com/Sage-Bionetworks/schematic/pull/1186
Added an endpoint to check entity type on Synapse and an endpoint to check if an entity is in the asset view by @linglp in https://github.com/Sage-Bionetworks/schematic/pull/1078
add restrict rules control to manifest validate by @linglp in https://github.com/Sage-Bionetworks/schematic/pull/1189
Added a parameter to control if GE gets used when using manifest/validate endpoint by @linglp in https://github.com/Sage-Bionetworks/schematic/pull/1177
Propagate logger level entered in from command line to other schematic submodules by @GiaJordan in https://github.com/Sage-Bionetworks/schematic/pull/1180
Add timing of validation operations to DEBUG log by @GiaJordan in https://github.com/Sage-Bionetworks/schematic/pull/1181
Standardize validation error format and type by @GiaJordan in https://github.com/Sage-Bionetworks/schematic/pull/1183
Added function to calculate and clear cache by @linglp in https://github.com/Sage-Bionetworks/schematic/pull/1190
Develop add file only manifest submission option by @mialy-defelice in https://github.com/Sage-Bionetworks/schematic/pull/1175
Create example data model for single rule benchmarking by @GiaJordan in https://github.com/Sage-Bionetworks/schematic/pull/1193
Develop api tests for benchmarking single rule validation performance by @GiaJordan in https://github.com/Sage-Bionetworks/schematic/pull/1184
Fixed column headers problem when generating an Excel spreadsheet for getting an existing manifest by @linglp in https://github.com/Sage-Bionetworks/schematic/pull/1164
Do not index attribute visualization dataframe when converting to csv for component viz endpoint by @GiaJordan in https://github.com/Sage-Bionetworks/schematic/pull/1196
Remove restrictions on rule number and allowed combinations by @GiaJordan in https://github.com/Sage-Bionetworks/schematic/pull/1203
Start checking mypy and black by @andrewelamb in https://github.com/Sage-Bionetworks/schematic/pull/1204
Add IsNA rule to validation suite | FDS-81 FDS-232 by @GiaJordan in https://github.com/Sage-Bionetworks/schematic/pull/1200
Add API endpoint to visualize attributes for a specific component by @GiaJordan in https://github.com/Sage-Bionetworks/schematic/pull/1195
Added functionality to download a manifest by using the manifest id by @linglp in https://github.com/Sage-Bionetworks/schematic/pull/1192
Introduce workflow for API tests by @GiaJordan in https://github.com/Sage-Bionetworks/schematic/pull/1208
Remove requirement for .synapseConfig file to use upsert feature by @GiaJordan in https://github.com/Sage-Bionetworks/schematic/pull/1207
Parallelize operations in load_df by @GiaJordan in https://github.com/Sage-Bionetworks/schematic/pull/1100
Id Column - fix bug preventing table updates by @GiaJordan in https://github.com/Sage-Bionetworks/schematic/pull/1214
Id Column - fix bug where there would be two columns with uuid values by @GiaJordan in https://github.com/Sage-Bionetworks/schematic/pull/1215
Merge AWS deployment branch to develop by @linglp in https://github.com/Sage-Bionetworks/schematic/pull/1142
Id Column - fix bug preventing upserts by @GiaJordan in https://github.com/Sage-Bionetworks/schematic/pull/1216
Downloaded manifests to temporary folders on AWS by @linglp in https://github.com/Sage-Bionetworks/schematic/pull/1210
FDS-293 Fix column mismatch for Excel File Based Manifest Generation by @mialy-defelice in https://github.com/Sage-Bionetworks/schematic/pull/1213
Feature fds 361 pylint by @andrewelamb in https://github.com/Sage-Bionetworks/schematic/pull/1212
Changed workflow to run poetry version 1.2.0 by @linglp in https://github.com/Sage-Bionetworks/schematic/pull/1222
remove breakpoint from command by @GiaJordan in https://github.com/Sage-Bionetworks/schematic/pull/1224
Restrict typing-extensions package to versions before v4.6.0 by @GiaJordan in https://github.com/Sage-Bionetworks/schematic/pull/1228
Make aws group dependencies optional and restrict typing_extensions package version by @GiaJordan in https://github.com/Sage-Bionetworks/schematic/pull/1227
Change Uuid column name to Id by @GiaJordan in https://github.com/Sage-Bionetworks/schematic/pull/1211
Avoided publishing minor releases to Docker Hub by @linglp in https://github.com/Sage-Bionetworks/schematic/pull/1231
Remove lock on schematic_db version - FDS-287 by @GiaJordan in https://github.com/Sage-Bionetworks/schematic/pull/1232
feat: added nginx to encrypt the communication between ALB and API by @linglp in https://github.com/Sage-Bionetworks/schematic/pull/1202
Installed schematic in docker file by @linglp in https://github.com/Sage-Bionetworks/schematic/pull/1230
fix: Fixed unit test in test_manifest by @linglp in https://github.com/Sage-Bionetworks/schematic/pull/1233
Fix formatting issues when pulling data from Synapse to Excel Manifest by @mialy-defelice in https://github.com/Sage-Bionetworks/schematic/pull/1234
fix: fixed tests in test_api.py by @linglp in https://github.com/Sage-Bionetworks/schematic/pull/1225
Added test manifest by @linglp in https://github.com/Sage-Bionetworks/schematic/pull/1238
[Bug fix]: Tried install pdoc again in github action workflow pdoc.yml by @linglp in https://github.com/Sage-Bionetworks/schematic/pull/1239
Replaced synapse API calls with synapse Python client call by @linglp in https://github.com/Sage-Bionetworks/schematic/pull/1235
Feat: allowed production tag, staging tag, and manual run on existing tags to trigger building docker images for AWS deployment by @linglp in https://github.com/Sage-Bionetworks/schematic/pull/1241
Added hide-blanks parameter when submitting manifest through API by @linglp in https://github.com/Sage-Bionetworks/schematic/pull/1242
Revert "Feat: allowed production tag, staging tag, and manual run on existing tags to trigger building docker images for AWS deployment" by @linglp in https://github.com/Sage-Bionetworks/schematic/pull/1243
feat: allowed production tag, staging tag, and manual run on existing tags to trigger building docker images for AWS deployment by @linglp in https://github.com/Sage-Bionetworks/schematic/pull/1244
[Bug fix]: Fix regex in docker build workflow by @linglp in https://github.com/Sage-Bionetworks/schematic/pull/1246
Revert "[Bug fix]: Fix regex in docker build workflow" by @linglp in https://github.com/Sage-Bionetworks/schematic/pull/1248
[Bug fix]: Fix regex in docker build workflow by @linglp in https://github.com/Sage-Bionetworks/schematic/pull/1249
Feature fds 273 coniguration by @andrewelamb in https://github.com/Sage-Bionetworks/schematic/pull/1219
Expose strict_validation option for manifest/generate endpoint by @mialy-defelice in https://github.com/Sage-Bionetworks/schematic/pull/1253
Optimize performance in table upsert backwards compatibility scenarios by @GiaJordan in https://github.com/Sage-Bionetworks/schematic/pull/1229
Fix df_utils/load_df so it more accurately captures integers to prevent Regex Errors. by @mialy-defelice in https://github.com/Sage-Bionetworks/schematic/pull/1240
Use FAIR Data service desk for issues by @afwillia in https://github.com/Sage-Bionetworks/schematic/pull/1257
Update Black to 2023 version: 23.7.0 by @GiaJordan in https://github.com/Sage-Bionetworks/schematic/pull/1262
Update mypy to latest version by @GiaJordan in https://github.com/Sage-Bionetworks/schematic/pull/1263
Updated cli help text for parameter json_schema by @linglp in https://github.com/Sage-Bionetworks/schematic/pull/1264
Modified Nginx parameters to fix submission issue by @linglp in https://github.com/Sage-Bionetworks/schematic/pull/1255
modify tag by @linglp in https://github.com/Sage-Bionetworks/schematic/pull/1251
BugFix: Fixed an issue where files on synapse were not being annotated correctly by @GiaJordan in https://github.com/Sage-Bionetworks/schematic/pull/1254
[bug fix] Fixed errors when calling get_empty_manifest by @linglp in https://github.com/Sage-Bionetwork
Sage-Bionetworks/schematic: v23.9.3
What's Changed
BugFix: is_class_in_schema no longer errors out when a class is not in schema by @GiaJordan in https://github.com/Sage-Bionetworks/schematic/pull/1287
BugFix: Fix error when use_annotations=True for record based metadata where there are no existing annotations by @GiaJordan in https://github.com/Sage-Bionetworks/schematic/pull/1285
Bug Fix: Adding annotations to files with -mrt file_only parameter by @mialy-defelice in https://github.com/Sage-Bionetworks/schematic/pull/1290
Develop markers for api tests according to credentials required FDS-1026 by @GiaJordan in https://github.com/Sage-Bionetworks/schematic/pull/1289
Full Changelog: https://github.com/Sage-Bionetworks/schematic/compare/v23.9.2...v23.9.
A fusion algorithm for infrared and visible images based on adaptive dual-channel unit-linking PCNN in NSCT domain
High performance of N-doped TiO2-magnetic activated carbon composites under visible light illumination: Synthesis and application in three-dimensional photoelectrochemical process
A community challenge to predict clinical outcomes after immune checkpoint blockade in non-small cell lung cancer
Predictive biomarkers of immune checkpoint inhibitor (ICI) efficacy are currently lacking for non-small cell lung cancer (NSCLC). Here, we describe the results from the Anti–PD-1 Response Prediction DREAM Challenge, a crowdsourced initiative that enabled the assessment of predictive models by using data from two randomized controlled clinical trials (RCTs) of ICIs in first-line metastatic NSCLC.Peer reviewe