Pith Number

pith:2XVX2KNP

pith:2024:2XVX2KNPDNEMCDFA4R7UCSJ6QB

not attested not anchored not stored refs pending

Advancements in Machine Learning and Deep Learning for Early Detection and Management of Mental Health Disorder

Kamala Devi Kannan, Mohammadreza Mohebbi, Mojtaba Lotfaliany, Rajesh N. V. P. S. Kandala, Roohallah Alizadehsanid, Senthil Kumar Jagatheesaperumal

arxiv:2412.06147 v2 · 2024-12-09 · cs.LG · cs.ET

Open paper page JSON Open Graph Bundle Merged state Verified badge What is a Pith Number?

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{2XVX2KNPDNEMCDFA4R7UCSJ6QB}

Prints a linked badge after your title and injects PDF metadata. Compiles on arXiv. Learn more · Embed verified badge

Record completeness

1 Bitcoin timestamp

2 Internet Archive

3 Author claim open · sign in to claim

4 Citations open

5 Replications open

✓ Portable graph bundle live · download bundle · merged state

The bundle contains the canonical record plus signed events. A mirror can host it anywhere and recompute the same current state with the deterministic merge algorithm.

Cited by

1 paper in Pith

Train the Trainers -- An Agentic AI Framework for Peer-Based Mental Health Support in Battlefield Environments

Receipt and verification

First computed	2026-06-09T02:07:01.240244Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

d5eb7d29af1b48c10ca0e47f41493e805d026f8ce0493f7f48feacb3af37927a

Aliases

arxiv: 2412.06147 · arxiv_version: 2412.06147v2 · doi: 10.48550/arxiv.2412.06147 · pith_short_12: 2XVX2KNPDNEM · pith_short_16: 2XVX2KNPDNEMCDFA · pith_short_8: 2XVX2KNP

Agent API

Resolver JSON Graph JSON Events JSON Schema Signing key

Verify this Pith Number yourself

curl -sH 'Accept: application/ld+json' https://pith.science/pith/2XVX2KNPDNEMCDFA4R7UCSJ6QB \
  | jq -c '.canonical_record' \
  | python3 -c "import sys,json,hashlib; b=json.dumps(json.loads(sys.stdin.read()), sort_keys=True, separators=(',',':'), ensure_ascii=False).encode(); print(hashlib.sha256(b).hexdigest())"
# expect: d5eb7d29af1b48c10ca0e47f41493e805d026f8ce0493f7f48feacb3af37927a

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "1ca821fc8ff8bff2a9325a6885a1e88d49688f69dadc1ed2afa890861c3dc98c",
    "cross_cats_sorted": [
      "cs.ET"
    ],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2024-12-09T01:59:49Z",
    "title_canon_sha256": "9dd0edef92dcd139d42c39ba01706313bea25e55d5c6c5674cd02f5cbe25d765"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2412.06147",
    "kind": "arxiv",
    "version": 2
  }
}