Pith Number

pith:PMAGMC67

pith:2017:PMAGMC67RVW2XD4REB2LMIONDY

not attested not anchored not stored refs pending

What do we need to build explainable AI systems for the medical domain?

Andreas Holzinger, Chris Biemann, Constantinos S. Pattichis, Douglas B. Kell

arxiv:1712.09923 v1 · 2017-12-28 · cs.AI · stat.ML

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Add to your LaTeX paper

\usepackage{pith}
\pithnumber{PMAGMC67RVW2XD4REB2LMIONDY}

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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

9 papers in Pith

Bayesian Neural Networks: An Introduction and Survey

Joint Score-Threshold Optimization for Interpretable Risk Assessment

Beyond Explainable AI (XAI): An Overdue Paradigm Shift and Post-XAI Research Directions

Grounded Multimodal Retrieval-Augmented Drafting of Radiology Impressions Using Case-Based Similarity Search

ADP-FL-MedSeg: Adaptive Differential Privacy for Federated Medical Segmentation Across Diverse Modalities

Receipt and verification

First computed	2026-05-18T00:27:03.365779Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

7b00660bdf8d6dab8f912074b621cd1e1d7d4251b3e7e168b51cb04f3fe3fa0d

Aliases

arxiv: 1712.09923 · arxiv_version: 1712.09923v1 · doi: 10.48550/arxiv.1712.09923 · pith_short_12: PMAGMC67RVW2 · pith_short_16: PMAGMC67RVW2XD4R · pith_short_8: PMAGMC67

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/PMAGMC67RVW2XD4REB2LMIONDY \
  | 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: 7b00660bdf8d6dab8f912074b621cd1e1d7d4251b3e7e168b51cb04f3fe3fa0d

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "e6e4a95fb0d43d3a4e33488bbfb39024ddf5acc27890f9aadd8f788550805dba",
    "cross_cats_sorted": [
      "stat.ML"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.AI",
    "submitted_at": "2017-12-28T16:46:05Z",
    "title_canon_sha256": "5a8414b13561b94df6fa80d23f15fbf63b0a90f626641ce372b62e8a2edfd67e"
  },
  "schema_version": "1.0",
  "source": {
    "id": "1712.09923",
    "kind": "arxiv",
    "version": 1
  }
}