{
  "annotation_id": "c5c294b5-440d-42ca-bcdb-7ea2f77dbeb0",
  "date_created": "2026-03-02T18:01:32.235000Z",
  "date_modified": "2026-03-02T18:01:32.235000Z",
  "file_hash": "e09a194aa305ae1344f045e4060bb4e1096f36fb391ff561850dfb5f4b9dbcf9",
  "private": false,
  "record": {
    "abstract": "This work describes neural software applied in medicine and physiology to:\ninvestigate and diagnose immune deficiencies; diagnose and study allergic and\npseudoallergic reactions; forecast emergence or aggravation of stagnant cardiac\ninsufficiency in patients with cardiac rhythm disorders; forecast development\nof cardiac arrhythmia after myocardial infarction; reveal relationships between\nthe accumulated radiation dose and a set of immunological, hormonal, and\nbio-chemical parameters of human blood and find a method to be able to judge by\nthese parameters the dose value; propose a technique for early diagnosis of\nchor-oid melanomas; Neural networks also help to predict human relations within\na group.",
    "arxiv_id": "q-bio/0411034",
    "authors": [
      "A. N. Gorban",
      "D. A. Rossiyev",
      "M. G. Dorrer"
    ],
    "categories": [
      "q-bio.QM",
      "q-bio.TO"
    ],
    "title": "MultiNeuron - Neural Networks Simulator For Medical, Physiological, and   Psychological Applications",
    "url": "https://arxiv.org/abs/q-bio/0411034"
  },
  "schema_id": "dorsal/arxiv",
  "source": {
    "execution_id": "1a8bfd9b-be4f-4594-81d9-00b05e644467",
    "id": "arXiv Dataset IDs",
    "type": "Model",
    "variant": "snapshot-2026-03-01",
    "version": "0.1.0"
  },
  "user_id": 1000002
}