cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.48668/mu3mfc/dsfz9g
title: China_1957_1957_3_1957_Issue-11_48_page_0_extracted_1_high_conf0.713_1869.png

description: :unav
DOI: 10.48668/mu3mfc/dphg9l
title: China_1957_1957_2_1957_Issue-5_39_page_0_extracted_1_premium_conf0.970_1196.png

description: :unav
DOI: 10.48668/mu3mfc/uqzjkc
title: China_1957_1957_2_1957_Issue-8_2_page_0_extracted_1_ultra_premium_conf0.997_1424.png

description: :unav
DOI: 10.15468/dl.rst6xp
title: Occurrence Download

description: A dataset containing 40461 records in GBIF matching the query:

 SELECT gbifid, datasetkey, specieskey, kingdom, phylum, class, "order", family, genus, species, scientificname, decimallatitude, decimallongitude, eventdate, institutioncode, "year" AS obs_year, basisofrecord, coordinateuncertaintyinmeters, issue
 FROM occurrence
 WHERE
 decimallatitude IS NOT NULL
 AND decimallongitude IS NOT NULL
 AND NOT ARRAY_CONTAINS(issue, 'ZERO_COORDINATE')
 AND NOT ARRAY_CONTAINS(issue, 'COORDINATE_OUT_OF_RANGE')
 AND NOT ARRAY_CONTAINS(issue, 'COORDINATE_INVALID')
 AND NOT ARRAY_CONTAINS(issue, 'COUNTRY_COORDINATE_MISMATCH')
 AND "year" &gt;= 2015
 AND "year" &lt;= 2026
 AND coordinateuncertaintyinmeters IS NOT NULL
 AND coordinateuncertaintyinmeters &gt; 0
 AND coordinateuncertaintyinmeters &lt;= 200.0
 AND decimallatitude &gt;= -8.098015256935714
 AND decimallatitude &lt;= -4.045127286108716
 AND decimallongitude &gt;= 104.927959183943
 AND decimallongitude &lt;= 110.43629222017543
 AND GBIF_Within('POLYGON ((110.436292 -8.098015, 110.436292 -4.045127, 104.927959 -4.045127, 104.927959 -8.098015, 110.436292 -8.098015))', decimallatitude, decimallongitude) = TRUE
 

 The dataset's 40461 records were derived from 7 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0018320-260129131611470/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.48668/mu3mfc/rrefjz
title: China_1957_1957_2_1957_Issue-7_39_page_0_extracted_1_high_conf0.796_1394.png

description: :unav
DOI: 10.48668/mu3mfc/flvyt2
title: China_1957_1957_1_1957_Issue-10_28_page_0_extracted_1_excellent_conf0.833_991.png

description: :unav
DOI: 10.48668/mu3mfc/asmdzx
title: China_1957_1957_3_1957_Issue-2_21_page_0_extracted_1_premium_conf0.964_1656.png

description: :unav
DOI: 10.48668/mu3mfc/kjd66n
title: China_1957_1957_2_1957_Issue-8_2_page_0_extracted_1_excellent_conf0.838_1423.png

description: :unav
DOI: 10.5281/zenodo.18508500
title: Data for: Characterization of Autofluorescence in Optical Fibers for NV-based Sensing Applications

description: Data sets as plotted in the preprint "Characterization of Autofluorescence in Optical Fibers for NV-based Sensing Applications" are uploaded. The zip file Data_Zenodo_v1.zip contains a folder for each figure including further setup and measurement data supporting the findings in the preprint/publication. The folders of graphical figures contain the images as included in the preprint/publication as .png and .svg or .pdf data.The folders of figures of plots contain the plot as .png and/or .pdf, aswell as the data points and fit parameters collected in a .xlsx, .csv file. Further data required for analysis is added as an additional .csv, .xlsx, or .txt file.
DOI: 10.5281/zenodo.18508501
title: Data for: Characterization of Autofluorescence in Optical Fibers for NV-based Sensing Applications

description: Data sets as plotted in the preprint "Characterization of Autofluorescence in Optical Fibers for NV-based Sensing Applications" are uploaded. The zip file Data_Zenodo_v1.zip contains a folder for each figure including further setup and measurement data supporting the findings in the preprint/publication. The folders of graphical figures contain the images as included in the preprint/publication as .png and .svg or .pdf data.The folders of figures of plots contain the plot as .png and/or .pdf, aswell as the data points and fit parameters collected in a .xlsx, .csv file. Further data required for analysis is added as an additional .csv, .xlsx, or .txt file.
DOI: 10.48668/mu3mfc/l8pkmw
title: China_1957_1957_3_1957_Issue-12_46_page_0_extracted_2_premium_conf0.958_1941.png

description: :unav
DOI: 10.48668/mu3mfc/8vnl22
title: China_1957_1957_2_1957_Issue-7_37_page_0_extracted_1_excellent_conf0.877_1388.png

description: :unav
DOI: 10.48668/mu3mfc/33vhul
title: China_1957_1957_1_1957_Issue-11_26_page_0_extracted_1_ultra_premium_conf0.981_1063.png

description: :unav
DOI: 10.48668/mu3mfc/atmmyq
title: China_1957_1957_2_1957_Issue-4_41_page_0_extracted_1_premium_conf0.960_1122.png

description: :unav
DOI: 10.48668/mu3mfc/83wh7v
title: China_1957_1957_3_1957_Issue-3_39_page_0_extracted_3_medium_conf0.428_1739.png

description: :unav
DOI: 10.48668/mu3mfc/bpvxzo
title: China_1957_1957_1_1957_Issue-11_30_page_0_extracted_1_high_conf0.739_1076.png

description: :unav
DOI: 10.48668/mu3mfc/ocf23r
title: China_1957_1957_1_1957_Issue-10_48_page_0_extracted_1_ultra_premium_conf0.991_1039.png

description: :unav
DOI: 10.48668/mu3mfc/fqiqtm
title: China_1957_1957_2_1957_Issue-7_14_page_0_extracted_1_ultra_premium_conf0.995_1356.png

description: :unav
DOI: 10.48668/mu3mfc/tizrmr
title: China_1957_1957_2_1957_Issue-9_44_page_0_extracted_5_high_conf0.797_1553.png

description: :unav
DOI: 10.48668/mu3mfc/rankz3
title: China_1957_1957_2_1957_Issue-4_44_page_0_extracted_1_ultra_premium_conf0.981_1130.png

description: :unav
DOI: 10.48668/mu3mfc/4vn7nq
title: China_1957_1957_2_1957_Issue-5_45_page_0_extracted_2_premium_conf0.930_1212.png

description: :unav
DOI: 10.48668/mu3mfc/qvko0a
title: China_1957_1957_1_1957_Issue-11_16_page_0_extracted_2_good_conf0.637_1055.png

description: :unav
DOI: 10.48668/mu3mfc/bomeot
title: China_1957_1957_2_1957_Issue-6_13_page_0_extracted_4_medium_conf0.445_1270.png

description: :unav
DOI: 10.48668/mu3mfc/fh3clo
title: China_1957_1957_2_1957_Issue-4_43_page_0_extracted_1_premium_conf0.979_1128.png

description: :unav
DOI: 10.48668/mu3mfc/gull2p
title: China_1957_1957_2_1957_Issue-9_43_page_0_extracted_2_high_conf0.782_1546.png

description: :unav
DOI: 10.48668/mu3mfc/tkge3c
title: China_1957_1957_2_1957_Issue-6_19_page_0_extracted_1_low_conf0.254_1279.png

description: :unav
DOI: 10.48668/mu3mfc/llfkv6
title: China_1957_1957_3_1957_Issue-3_46_page_0_extracted_1_premium_conf0.923_1761.png

description: :unav
DOI: 10.34740/kaggle/dsv/14763036
title: Peer-to-Peer Boliviano (BOB) Exchange Data
DOI: 10.48668/mu3mfc/wptdid
title: China_1957_1957_3_1957_Issue-4_19_page_0_extracted_1_ultra_premium_conf0.995_1800.png

description: :unav
DOI: 10.48668/mu3mfc/1m0n1v
title: China_1957_1957_3_1957_Issue-1_5_page_0_extracted_1_premium_conf0.964_1573.png

description: :unav
DOI: 10.48668/mu3mfc/sk7cpc
title: China_1957_1957_1_1957_Issue-10_7_page_0_extracted_2_premium_conf0.913_966.png

description: :unav
DOI: 10.48668/mu3mfc/g6kbrz
title: China_1957_1957_1_1957_Issue-10_28_page_0_extracted_2_excellent_conf0.831_992.png

description: :unav
DOI: 10.48668/mu3mfc/reakgz
title: China_1957_1957_1_1957_Issue-11_14_page_0_extracted_4_low_conf0.268_1052.png

description: :unav
DOI: 10.48668/mu3mfc/zmdfhn
title: China_1957_1957_3_1957_Issue-12_46_page_0_extracted_1_ultra_premium_conf0.994_1939.png

description: :unav
DOI: 10.48668/mu3mfc/1vdpdb
title: China_1957_1957_2_1957_Issue-5_15_page_0_extracted_3_low_conf0.311_1182.png

description: :unav
DOI: 10.48668/mu3mfc/z6zxjn
title: China_1957_1957_3_1957_Issue-12_46_page_0_extracted_1_ultra_premium_conf0.988_1940.png

description: :unav
DOI: 10.48668/mu3mfc/yflfai
title: China_1957_1957_2_1957_Issue-8_10_page_0_extracted_3_high_conf0.781_1436.png

description: :unav
DOI: 10.48668/mu3mfc/sgtqfn
title: China_1957_1957_3_1957_Issue-11_3_page_0_extracted_1_ultra_premium_conf0.999_1819.png

description: :unav
DOI: 10.48668/mu3mfc/cpt578
title: China_1957_1957_2_1957_Issue-7_47_page_0_extracted_2_premium_conf0.963_1412.png

description: :unav
DOI: 10.48668/mu3mfc/uztz7f
title: China_1957_1957_1_1957_Issue-10_48_page_0_extracted_3_low_conf0.263_1040.png

description: :unav
DOI: 10.48668/mu3mfc/7gljba
title: China_1957_1957_2_1957_Issue-9_37_page_0_extracted_3_medium_conf0.385_1540.png

description: :unav
DOI: 10.5281/zenodo.18509162
title: Dataset of ENV224 Lab Assignment: Analysis of Anthropogenic CO2 Emissions in China.

description: Dataset Overview

Ø  Version: EDGAR_2025_GHG, Monthly sector-specific gridmaps (2000-2024), IEA-EDGAR CO2 - NETCDF (emissions).

Ø  Year: 2024

Ø  Region: China (Longitude: 73°E–135°E, Latitude: 18°N–54°N)

Ø  Grid resolution: 0.1° x 0.1°

Ø  Temporal resolution: Monthly, 12 months from January to December

Ø  File format: NetCDF (.nc)

Ø  Variable: CO2 emissions per different sectors

Ø  Variable unit: Mg/month (Megagrams of CO2 per month per grid cell). 

Ø  Emission Sectors:

•   Power Industry: Power and heat generation plants.

•   Industrial Combustion: Combustion for industrial manufacturing.

•   Buildings: Small-scale non-industrial stationary combustion.

•   Transport: Mobile combustion (road & rail & ship & aviation).

•   Agriculture: Soils, residues burning, fermentation, manure, etc.

•   Fuel Exploitation: Production, transformation, and refining of fuels.

•   Processes: Industrial processes (cement, steel, chemicals, etc.).

•   Waste: Solid waste disposal and wastewater treatment.
DOI: 10.5281/zenodo.18509161
title: Dataset of ENV224 Lab Assignment: Analysis of Anthropogenic CO2 Emissions in China.

description: Dataset Overview

Ø  Version: EDGAR_2025_GHG, Monthly sector-specific gridmaps (2000-2024), IEA-EDGAR CO2 - NETCDF (emissions).

Ø  Year: 2024

Ø  Region: China (Longitude: 73°E–135°E, Latitude: 18°N–54°N)

Ø  Grid resolution: 0.1° x 0.1°

Ø  Temporal resolution: Monthly, 12 months from January to December

Ø  File format: NetCDF (.nc)

Ø  Variable: CO2 emissions per different sectors

Ø  Variable unit: Mg/month (Megagrams of CO2 per month per grid cell). 

Ø  Emission Sectors:

•   Power Industry: Power and heat generation plants.

•   Industrial Combustion: Combustion for industrial manufacturing.

•   Buildings: Small-scale non-industrial stationary combustion.

•   Transport: Mobile combustion (road & rail & ship & aviation).

•   Agriculture: Soils, residues burning, fermentation, manure, etc.

•   Fuel Exploitation: Production, transformation, and refining of fuels.

•   Processes: Industrial processes (cement, steel, chemicals, etc.).

•   Waste: Solid waste disposal and wastewater treatment.
DOI: 10.48668/mu3mfc/sxmusl
title: China_1957_1957_2_1957_Issue-8_47_page_0_extracted_1_premium_conf0.971_1484.png

description: :unav
DOI: 10.48668/mu3mfc/3xyq23
title: China_1957_1957_3_1957_Issue-1_37_page_0_extracted_1_ultra_premium_conf0.996_1610.png

description: :unav
DOI: 10.48668/mu3mfc/v9ovsr
title: China_1957_1957_2_1957_Issue-5_13_page_0_extracted_1_ultra_premium_conf0.982_1177.png

description: :unav
DOI: 10.48668/mu3mfc/qc6jvm
title: China_1957_1957_3_1957_Issue-11_7_page_0_extracted_2_premium_conf0.942_1825.png

description: :unav
DOI: 10.48668/mu3mfc/vnmrek
title: China_1957_1957_1_1957_Issue-11_44_page_0_extracted_1_ultra_premium_conf0.982_1092.png

description: :unav
DOI: 10.48668/mu3mfc/wydyco
title: China_1957_1957_3_1957_Issue-11_44_page_0_extracted_1_premium_conf0.931_1852.png

description: :unav
DOI: 10.48668/mu3mfc/pbnwwm
title: China_1957_1957_2_1957_Issue-7_28_page_0_extracted_1_ultra_premium_conf0.998_1371.png

description: :unav
DOI: 10.48668/mu3mfc/g6ej5o
title: China_1957_1957_2_1957_Issue-9_48_page_0_extracted_1_medium_conf0.358_1565.png

description: :unav
DOI: 10.48668/mu3mfc/gqzovv
title: China_1957_1957_2_1957_Issue-6_37_page_0_extracted_3_good_conf0.567_1307.png

description: :unav
DOI: 10.48668/mu3mfc/vgyxnt
title: China_1957_1957_1_1957_Issue-10_35_page_0_extracted_1_ultra_premium_conf0.994_1003.png

description: :unav
DOI: 10.48668/mu3mfc/g7d5in
title: China_1957_1957_3_1957_Issue-4_10_page_0_extracted_1_ultra_premium_conf0.996_1783.png

description: :unav
DOI: 10.48668/mu3mfc/4mjtkf
title: China_1957_1957_3_1957_Issue-12_19_page_0_extracted_2_excellent_conf0.836_1889.png

description: :unav
DOI: 10.48668/mu3mfc/k37pfr
title: China_1957_1957_2_1957_Issue-8_27_page_0_extracted_5_low_conf0.263_1459.png

description: :unav
DOI: 10.48668/mu3mfc/gr4qth
title: China_1957_1957_2_1957_Issue-7_31_page_0_extracted_2_medium_conf0.435_1380.png

description: :unav
DOI: 10.48668/mu3mfc/elzzxq
title: China_1957_1957_2_1957_Issue-8_8_page_0_extracted_1_high_conf0.748_1432.png

description: :unav
DOI: 10.48668/mu3mfc/ewtod8
title: China_1957_1957_2_1957_Issue-6_46_page_0_extracted_2_medium_conf0.473_1328.png

description: :unav
DOI: 10.48668/mu3mfc/akqrzk
title: China_1957_1957_2_1957_Issue-7_5_page_0_extracted_3_low_conf0.339_1347.png

description: :unav
DOI: 10.15468/dl.htdc9c
title: Occurrence Download

description: A dataset containing 1767 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Continent is Asia",
 "Country is China",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "TaxonKey is Duttaphrynus melanostictus",
 "Year 1950-2026"
 ]
}

 The dataset includes 1767 records from 16 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0018322-260129131611470/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.48668/mu3mfc/cvcfsc
title: China_1957_1957_2_1957_Issue-7_32_page_0_extracted_1_medium_conf0.435_1381.png

description: :unav
DOI: 10.48668/mu3mfc/i2tivk
title: China_1957_1957_3_1957_Issue-1_5_page_0_extracted_1_ultra_premium_conf0.985_1572.png

description: :unav
DOI: 10.48668/mu3mfc/qzwxfq
title: China_1957_1957_3_1957_Issue-3_42_page_0_extracted_1_ultra_premium_conf0.995_1745.png

description: :unav
DOI: 10.48668/mu3mfc/iwwcob
title: China_1957_1957_1_1957_Issue-10_47_page_0_extracted_1_high_conf0.671_1023.png

description: :unav
DOI: 10.48668/mu3mfc/soqiam
title: China_1957_1957_1_1957_Issue-11_36_page_0_extracted_3_low_conf0.341_1088.png

description: :unav
DOI: 10.48668/mu3mfc/zeumm1
title: China_1957_1957_2_1957_Issue-8_33_page_0_extracted_1_medium_conf0.359_1468.png

description: :unav
DOI: 10.48668/mu3mfc/fzu4bs
title: China_1957_1957_3_1957_Issue-3_19_page_0_extracted_1_premium_conf0.980_1717.png

description: :unav
DOI: 10.48668/mu3mfc/nfgiie
title: China_1957_1957_3_1957_Issue-3_46_page_0_extracted_3_low_conf0.264_1764.png

description: :unav
DOI: 10.48668/mu3mfc/ksaldz
title: China_1957_1957_2_1957_Issue-5_47_page_0_extracted_5_medium_conf0.411_1232.png

description: :unav
DOI: 10.48668/mu3mfc/8zx0al
title: China_1957_1957_2_1957_Issue-5_9_page_0_extracted_2_good_conf0.647_1169.png

description: :unav
DOI: 10.48668/mu3mfc/ssdsxn
title: China_1957_1957_3_1957_Issue-1_10_page_0_extracted_2_high_conf0.743_1582.png

description: :unav
DOI: 10.48668/mu3mfc/h4umru
title: China_1957_1957_2_1957_Issue-9_24_page_0_extracted_1_premium_conf0.974_1526.png

description: :unav
DOI: 10.48668/mu3mfc/rt3fhr
title: China_1957_1957_2_1957_Issue-7_21_page_0_extracted_1_ultra_premium_conf0.984_1366.png

description: :unav
DOI: 10.48668/mu3mfc/i0cgv3
title: China_1957_1957_2_1957_Issue-4_48_page_0_extracted_2_premium_conf0.957_1155.png

description: :unav
DOI: 10.48668/mu3mfc/ttpw1c
title: China_1957_1957_2_1957_Issue-7_46_page_0_extracted_2_low_conf0.313_1405.png

description: :unav
DOI: 10.48668/mu3mfc/kc5xee
title: China_1957_1957_2_1957_Issue-7_12_page_0_extracted_1_excellent_conf0.890_1352.png

description: :unav
DOI: 10.48668/mu3mfc/ojzbhf
title: China_1957_1957_2_1957_Issue-5_45_page_0_extracted_2_premium_conf0.945_1215.png

description: :unav
DOI: 10.48668/mu3mfc/pronad
title: China_1957_1957_3_1957_Issue-11_8_page_0_extracted_1_ultra_premium_conf0.985_1831.png

description: :unav
DOI: 10.48668/mu3mfc/cjsi4o
title: China_1957_1957_3_1957_Issue-11_45_page_0_extracted_1_premium_conf0.933_1859.png

description: :unav
DOI: 10.48668/mu3mfc/jw92ve
title: China_1957_1957_2_1957_Issue-5_11_page_0_extracted_1_high_conf0.744_1174.png

description: :unav
DOI: 10.48668/mu3mfc/3ngupr
title: China_1957_1957_2_1957_Issue-7_46_page_0_extracted_1_ultra_premium_conf0.989_1408.png

description: :unav
DOI: 10.48668/mu3mfc/d2nqfe
title: China_1957_1957_3_1957_Issue-2_46_page_0_extracted_1_medium_conf0.406_1692.png

description: :unav
DOI: 10.48668/mu3mfc/qnm1c3
title: China_1957_1957_3_1957_Issue-11_3_page_0_extracted_1_ultra_premium_conf0.988_1820.png

description: :unav
DOI: 10.48668/mu3mfc/gkeswa
title: China_1957_1957_2_1957_Issue-5_9_page_0_extracted_3_excellent_conf0.831_1172.png

description: :unav
DOI: 10.48668/mu3mfc/gohtiu
title: China_1957_1957_2_1957_Issue-8_4_page_0_extracted_1_good_conf0.503_1425.png

description: :unav
DOI: 10.6084/m9.figshare.31287835
title: Factors for predicting response to electroconvulsive therapy (ECT), transcranial magnetic stimulation (TMS) and ketamine in patients with treatment-resistant depression: a systematic review

description: Treatment-resistant depression (TRD) remains a complex challenge, often requiring interventions beyond standard medications. This review explores factors that may predict positive response to electroconvulsive therapy (ECT), repetitive transcranial magnetic stimulation (rTMS) and ketamine-based treatments to help guide clinical decision-making. A systematic review was conducted following PRISMA 2020 guidelines. English-language, peer-reviewed studies were identified through PubMed, Embase and Google Scholar using search terms such as ‘treatment-resistant,’ ‘outcome,’ ‘prediction,’ ‘ECT,’ ‘rTMS,’ and ‘ketamine.’ Studies were included if they examined clinical, biological or imaging predictors of response in adults with TRD. Case reports, reviews, editorials and non-English articles were excluded. A total of 42 studies were selected from 408 screened. Among these, 23 focused on ketamine/esketamine, 14 on rTMS, and 11 on ECT. Predictive factors were grouped into clinical (e.g., symptom profile, illness duration), biological (e.g., IL-6, CRP, BDNF) and imaging (e.g., cingulate cortex activity, connectivity). Inflammation markers and fronto-limbic network findings appeared across treatments, though findings were inconsistent. While some predictors show promise, clinical use remains limited by methodological differences and small sample sizes. Larger studies are required to identify clinically useful predictors. Additionally, for optimal treatment decision-making, comparative studies are necessary. There is weak evidence for a select few biological, clinical and imaging factors that may predict response to rTMS, ECT or esketamine.No consistent predictors emerged for comparative effectiveness among modalities.No clinically useful factors are indicated based on available literature. There is weak evidence for a select few biological, clinical and imaging factors that may predict response to rTMS, ECT or esketamine. No consistent predictors emerged for comparative effectiveness among modalities. No clinically useful factors are indicated based on available literature.
DOI: 10.6084/m9.figshare.31287835.v1
title: Factors for predicting response to electroconvulsive therapy (ECT), transcranial magnetic stimulation (TMS) and ketamine in patients with treatment-resistant depression: a systematic review

description: Treatment-resistant depression (TRD) remains a complex challenge, often requiring interventions beyond standard medications. This review explores factors that may predict positive response to electroconvulsive therapy (ECT), repetitive transcranial magnetic stimulation (rTMS) and ketamine-based treatments to help guide clinical decision-making. A systematic review was conducted following PRISMA 2020 guidelines. English-language, peer-reviewed studies were identified through PubMed, Embase and Google Scholar using search terms such as ‘treatment-resistant,’ ‘outcome,’ ‘prediction,’ ‘ECT,’ ‘rTMS,’ and ‘ketamine.’ Studies were included if they examined clinical, biological or imaging predictors of response in adults with TRD. Case reports, reviews, editorials and non-English articles were excluded. A total of 42 studies were selected from 408 screened. Among these, 23 focused on ketamine/esketamine, 14 on rTMS, and 11 on ECT. Predictive factors were grouped into clinical (e.g., symptom profile, illness duration), biological (e.g., IL-6, CRP, BDNF) and imaging (e.g., cingulate cortex activity, connectivity). Inflammation markers and fronto-limbic network findings appeared across treatments, though findings were inconsistent. While some predictors show promise, clinical use remains limited by methodological differences and small sample sizes. Larger studies are required to identify clinically useful predictors. Additionally, for optimal treatment decision-making, comparative studies are necessary. There is weak evidence for a select few biological, clinical and imaging factors that may predict response to rTMS, ECT or esketamine.No consistent predictors emerged for comparative effectiveness among modalities.No clinically useful factors are indicated based on available literature. There is weak evidence for a select few biological, clinical and imaging factors that may predict response to rTMS, ECT or esketamine. No consistent predictors emerged for comparative effectiveness among modalities. No clinically useful factors are indicated based on available literature.
DOI: 10.48668/mu3mfc/epg6qv
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DOI: 10.48668/mu3mfc/ja8lfa
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DOI: 10.48668/mu3mfc/jzjrhw
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DOI: 10.48668/mu3mfc/naguoa
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DOI: 10.48668/mu3mfc/bdpxhd
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DOI: 10.48668/mu3mfc/quio5e
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DOI: 10.48668/mu3mfc/f4eqra
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DOI: 10.48668/mu3mfc/ra22f8
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DOI: 10.48668/mu3mfc/cmkuul
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DOI: 10.48668/mu3mfc/te6wrj
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DOI: 10.48668/mu3mfc/lq1gir
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DOI: 10.48668/mu3mfc/uy9lv1
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DOI: 10.48668/mu3mfc/i4d0e2
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DOI: 10.48668/mu3mfc/7ifomi
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DOI: 10.48668/mu3mfc/hvjerc
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DOI: 10.48668/mu3mfc/mc4t8o
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DOI: 10.48668/mu3mfc/mg3bl6
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DOI: 10.48668/mu3mfc/sdf0tj
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DOI: 10.48668/mu3mfc/agcyvi
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DOI: 10.48668/mu3mfc/cdsrp6
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DOI: 10.48668/mu3mfc/soyfba
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