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app.py

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+import os, json, requests, streamlit as st
+from backend.rag_engine import get_embedder,get_chroma,retrieve,seed_index
+from backend.soap_generator import compose_soap
+from utils.constants import DOCS_DIR,CHAT_ENDPOINT
+
+st.set_page_config(page_title='MediAssist v13',page_icon='🩺',layout='wide')
+@st.cache_resource
+def emb():return get_embedder()
+@st.cache_resource
+def col():return get_chroma()[1]
+
+def chat(prompt):
+    token=os.getenv('HF_API_TOKEN')
+    if not token:return 'Missing HF_API_TOKEN'
+    r=requests.post(CHAT_ENDPOINT,headers={"Authorization":f"Bearer {token}"},json={"inputs":prompt},timeout=200)
+    d=r.json()
+    if isinstance(d,list) and "generated_text" in d[0]:
+        return d[0]["generated_text"]
+    return str(d)
+
+st.title("🩺 MediAssist v13 — AI Gynae Assistant")
+
+with st.sidebar:
+    if st.button("Seed Index"):
+        n=seed_index(col(),emb(),DOCS_DIR);st.success(f"Indexed {n} chunks")
+
+txt=st.text_area("Patient narrative")
+if st.button("Generate Report"):
+    items=retrieve(col(),emb(),txt,5)
+    soap=compose_soap(txt,items)
+    ctx="\n".join([i["text"] for i in items])
+    prompt=f"Use this context to create a refined clinical report:\n{ctx}\nPatient: {txt}"
+    reply=chat(prompt)
+    st.subheader("AI Draft Report");st.write(reply)
+    st.subheader("SOAP");st.json(soap)

backend/rag_engine.py

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+import os,glob,chromadb
+from sentence_transformers import SentenceTransformer,models
+from langchain_text_splitters import RecursiveCharacterTextSplitter
+from utils.constants import CHROMA_DIR,DOCS_DIR,COLLECTION,EMB_MODEL_NAME
+def get_embedder():
+    w=models.Transformer(EMB_MODEL_NAME);p=models.Pooling(w.get_word_embedding_dimension())
+    return SentenceTransformer(modules=[w,p])
+def get_chroma():
+    c=chromadb.PersistentClient(path=CHROMA_DIR)
+    return c,c.get_or_create_collection(COLLECTION,metadata={"hnsw:space":"cosine"})
+def embed(m,txts):return m.encode(txts,convert_to_numpy=True).tolist()
+def seed_index(col,m,folder):
+    sp=RecursiveCharacterTextSplitter(chunk_size=1000,chunk_overlap=150)
+    paths=glob.glob(folder+'/*.txt')
+    ids,docs,meta=[],[],[]
+    for p in paths:
+        t=os.path.basename(p).replace('.txt','')
+        with open(p) as f:tx=f.read()
+        for i,ch in enumerate(sp.split_text(tx)):
+            ids.append(f"{t}-{i}");docs.append(ch);meta.append({"title":t,"source":p})
+    em=embed(m,docs)
+    try:col.add(ids=ids,documents=docs,metadatas=meta,embeddings=em)
+    except:col.delete(ids=ids);col.add(ids=ids,documents=docs,metadatas=meta,embeddings=em)
+    return len(docs)
+def retrieve(col,m,q,k):
+    em=embed(m,[q])[0]
+    r=col.query(query_embeddings=[em],n_results=k,include=["documents","metadatas"])
+    out=[]
+    if r.get("ids"):
+        for i in range(len(r["ids"][0])):
+            out.append({"text":r["documents"][0][i],"title":r["metadatas"][0][i]["title"],"source":r["metadatas"][0][i]["source"]})
+    return out

backend/soap_generator.py

@@ -0,0 +1,7 @@
+def compose_soap(n,items):
+    a=[];p=["Follow-up in 1 week","Safety net advice"]
+    t=n.lower()
+    if "bleed" in t:a.append("Abnormal uterine bleeding")
+    if "pain" in t:a.append("Pelvic pain evaluation")
+    if not a:a.append("General gynae evaluation")
+    return {"subjective":n,"assessment":a,"plan":p,"citations":[i["title"] for i in items]}

data/guidelines/001_PCOS_Management.txt

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+
+Title: PCOS Management
+
+Clinical Summary:
+This document outlines standardized approach for pcos management, ensuring guideline-based evaluation, investigations, management, and monitoring suited for outpatient and emergency scenarios.
+
+Symptoms:
+- Nausea or vomiting
+- Lower abdominal pain
+- Lower abdominal pain
+
+Possible Causes:
+- Endometrial dysfunction
+- Ovarian dysfunction
+- Endometrial dysfunction
+
+Investigations:
+- TSH
+- Pap smear
+- Vaginal swab
+
+Management:
+- Pain management with NSAIDs
+- Lifestyle modification
+- Regular follow-up
+
+Red Flags:
+- Syncope
+- Shoulder tip pain (ectopic)
+- Syncope
+
+Follow-Up Advice:
+- Repeat labs after 1 month
+
+AIgyno Clinical Use:
+This guideline helps AIgyno generate structured SOAP notes, differential diagnosis, investigation suggestions, red-flag alerts, and follow-up planning for doctors. Final review is done by the clinician before confirming diagnosis or printing OPD summary.

data/guidelines/001_Postnatal.txt

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+
+Title: Postnatal
+
+Clinical Summary:
+This guideline covers evaluation and management of postnatal with evidence-based steps.
+
+Symptoms:
+- Fatigue
+- Spotting
+- Nausea
+
+Investigations:
+- Urine R/M
+- Beta-hCG
+- USG
+
+Management:
+- Counselling
+- NSAIDs
+- Lifestyle modification
+
+Red Flags:
+- Shoulder pain
+- Syncope
+- Syncope
+
+AIgyno Clinical Use:
+Used to generate differential diagnosis, triage severity, and produce a doctor-review-ready clinical report.

data/guidelines/001_Preeclampsia.txt

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+Title: Preeclampsia\n\n- Order labs/imaging only if results change management; provide safety-net advice.\n- Order labs/imaging only if results change management; provide safety-net advice.\n- Start with lifestyle changes and NSAIDs; escalate to hormones if indicated.\n\nRed flags: severe unilateral pain, syncope, heavy bleeding, fever.\nTesting: targeted labs/imaging only when indicated.\n

data/guidelines/002_Dysmenorrhea.txt

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+
+Title: Dysmenorrhea
+
+Clinical Summary:
+This document outlines standardized approach for dysmenorrhea, ensuring guideline-based evaluation, investigations, management, and monitoring suited for outpatient and emergency scenarios.
+
+Symptoms:
+- Fever
+- Irregular cycles
+- Dyspareunia
+
+Possible Causes:
+- Pregnancy-related changes
+- Hormonal imbalance
+- Infection
+
+Investigations:
+- Urine R/M
+- Beta-hCG
+- Pelvic Ultrasound
+
+Management:
+- Hormonal therapy as indicated
+- Counseling and reassurance
+- Lifestyle modification
+
+Red Flags:
+- Persistent fever
+- Persistent fever
+- Severe unilateral pain
+
+Follow-Up Advice:
+- Emergency visit if symptoms worsen
+
+AIgyno Clinical Use:
+This guideline helps AIgyno generate structured SOAP notes, differential diagnosis, investigation suggestions, red-flag alerts, and follow-up planning for doctors. Final review is done by the clinician before confirming diagnosis or printing OPD summary.

data/guidelines/002_Postnatal.txt

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+
+Title: Postnatal
+
+Clinical Summary:
+This guideline covers evaluation and management of postnatal with evidence-based steps.
+
+Symptoms:
+- Nausea
+- Fatigue
+- Nausea
+
+Investigations:
+- Beta-hCG
+- Urine R/M
+- Beta-hCG
+
+Management:
+- Antibiotics
+- Antibiotics
+- Antibiotics
+
+Red Flags:
+- Shoulder pain
+- Fever
+- Shoulder pain
+
+AIgyno Clinical Use:
+Used to generate differential diagnosis, triage severity, and produce a doctor-review-ready clinical report.

data/guidelines/002_Threatened_miscarriage.txt

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+Title: Threatened_miscarriage\n\n- History, exam, and targeted ultrasound guide differentials.\n- Order labs/imaging only if results change management; provide safety-net advice.\n- Document SOAP and follow-up timeline; include escalation criteria.\n\nRed flags: severe unilateral pain, syncope, heavy bleeding, fever.\nTesting: targeted labs/imaging only when indicated.\n

data/guidelines/003_Endometriosis.txt

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+
+Title: Endometriosis
+
+Clinical Summary:
+This document outlines standardized approach for endometriosis, ensuring guideline-based evaluation, investigations, management, and monitoring suited for outpatient and emergency scenarios.
+
+Symptoms:
+- Nausea or vomiting
+- Breast tenderness
+- Nausea or vomiting
+
+Possible Causes:
+- Endometrial dysfunction
+- Infection
+- Infection
+
+Investigations:
+- Urine R/M
+- FSH/LH
+- FSH/LH
+
+Management:
+- Counseling and reassurance
+- Regular follow-up
+- Counseling and reassurance
+
+Red Flags:
+- Severe unilateral pain
+- Shoulder tip pain (ectopic)
+- Severe unilateral pain
+
+Follow-Up Advice:
+- Repeat labs after 1 month
+
+AIgyno Clinical Use:
+This guideline helps AIgyno generate structured SOAP notes, differential diagnosis, investigation suggestions, red-flag alerts, and follow-up planning for doctors. Final review is done by the clinician before confirming diagnosis or printing OPD summary.

data/guidelines/003_Folic_acid_supplement.txt

@@ -0,0 +1 @@
+Title: Folic_acid_supplement\n\n- History, exam, and targeted ultrasound guide differentials.\n- Order labs/imaging only if results change management; provide safety-net advice.\n- History, exam, and targeted ultrasound guide differentials.\n\nRed flags: severe unilateral pain, syncope, heavy bleeding, fever.\nTesting: targeted labs/imaging only when indicated.\n

data/guidelines/003_PMDD.txt

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+
+Title: PMDD
+
+Clinical Summary:
+This guideline covers evaluation and management of pmdd with evidence-based steps.
+
+Symptoms:
+- Nausea
+- Discharge
+- Fatigue
+
+Investigations:
+- Prolactin
+- Pap smear
+- USG
+
+Management:
+- Lifestyle modification
+- Lifestyle modification
+- NSAIDs
+
+Red Flags:
+- Severe pain
+- Fever
+- Syncope
+
+AIgyno Clinical Use:
+Used to generate differential diagnosis, triage severity, and produce a doctor-review-ready clinical report.

data/guidelines/004_Adenomyosis.txt

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+
+Title: Adenomyosis
+
+Clinical Summary:
+This document outlines standardized approach for adenomyosis, ensuring guideline-based evaluation, investigations, management, and monitoring suited for outpatient and emergency scenarios.
+
+Symptoms:
+- Nausea or vomiting
+- Amenorrhea
+- Dyspareunia
+
+Possible Causes:
+- Endometrial dysfunction
+- Ovarian dysfunction
+- Endometrial dysfunction
+
+Investigations:
+- CRP
+- CRP
+- Pap smear
+
+Management:
+- Lifestyle modification
+- Regular follow-up
+- Regular follow-up
+
+Red Flags:
+- Persistent fever
+- Heavy bleeding soaking >2 pads/hour
+- Shoulder tip pain (ectopic)
+
+Follow-Up Advice:
+- Follow-up in 1 week
+
+AIgyno Clinical Use:
+This guideline helps AIgyno generate structured SOAP notes, differential diagnosis, investigation suggestions, red-flag alerts, and follow-up planning for doctors. Final review is done by the clinician before confirming diagnosis or printing OPD summary.

data/guidelines/004_Pap Smear.txt

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+
+Title: Pap Smear
+
+Clinical Summary:
+This guideline covers evaluation and management of pap smear with evidence-based steps.
+
+Symptoms:
+- Spotting
+- Nausea
+- Spotting
+
+Investigations:
+- Prolactin
+- CBC
+- CBC
+
+Management:
+- Antibiotics
+- Lifestyle modification
+- Hormonal therapy
+
+Red Flags:
+- Heavy bleeding
+- Fever
+- Syncope
+
+AIgyno Clinical Use:
+Used to generate differential diagnosis, triage severity, and produce a doctor-review-ready clinical report.

data/guidelines/004_Simple_ovarian_cyst.txt

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+Title: Simple_ovarian_cyst\n\n- Start with lifestyle changes and NSAIDs; escalate to hormones if indicated.\n- Document SOAP and follow-up timeline; include escalation criteria.\n- Document SOAP and follow-up timeline; include escalation criteria.\n\nRed flags: severe unilateral pain, syncope, heavy bleeding, fever.\nTesting: targeted labs/imaging only when indicated.\n

data/guidelines/005_Early_pregnancy_bleeding.txt

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+Title: Early_pregnancy_bleeding\n\n- Start with lifestyle changes and NSAIDs; escalate to hormones if indicated.\n- Start with lifestyle changes and NSAIDs; escalate to hormones if indicated.\n- History, exam, and targeted ultrasound guide differentials.\n\nRed flags: severe unilateral pain, syncope, heavy bleeding, fever.\nTesting: targeted labs/imaging only when indicated.\n

data/guidelines/005_Ovarian Cyst.txt

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+
+Title: Ovarian Cyst
+
+Clinical Summary:
+This guideline covers evaluation and management of ovarian cyst with evidence-based steps.
+
+Symptoms:
+- Spotting
+- Nausea
+- Fatigue
+
+Investigations:
+- FSH/LH
+- TSH
+- Prolactin
+
+Management:
+- NSAIDs
+- Counselling
+- Hormonal therapy
+
+Red Flags:
+- Shoulder pain
+- Severe pain
+- Severe pain
+
+AIgyno Clinical Use:
+Used to generate differential diagnosis, triage severity, and produce a doctor-review-ready clinical report.

data/guidelines/005_Uterine_Fibroids.txt

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+
+Title: Uterine Fibroids
+
+Clinical Summary:
+This document outlines standardized approach for uterine fibroids, ensuring guideline-based evaluation, investigations, management, and monitoring suited for outpatient and emergency scenarios.
+
+Symptoms:
+- Fever
+- Dyspareunia
+- Foul discharge
+
+Possible Causes:
+- Infection
+- Endometrial dysfunction
+- Hormonal imbalance
+
+Investigations:
+- Beta-hCG
+- FSH/LH
+- CRP
+
+Management:
+- Pain management with NSAIDs
+- Counseling and reassurance
+- Antibiotics if infection detected
+
+Red Flags:
+- Syncope
+- Persistent fever
+- Heavy bleeding soaking >2 pads/hour
+
+Follow-Up Advice:
+- Follow-up in 1 week
+
+AIgyno Clinical Use:
+This guideline helps AIgyno generate structured SOAP notes, differential diagnosis, investigation suggestions, red-flag alerts, and follow-up planning for doctors. Final review is done by the clinician before confirming diagnosis or printing OPD summary.

data/guidelines/006_Bacterial_vaginosis.txt

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+Title: Bacterial_vaginosis\n\n- Start with lifestyle changes and NSAIDs; escalate to hormones if indicated.\n- History, exam, and targeted ultrasound guide differentials.\n- Document SOAP and follow-up timeline; include escalation criteria.\n\nRed flags: severe unilateral pain, syncope, heavy bleeding, fever.\nTesting: targeted labs/imaging only when indicated.\n

data/guidelines/006_Menorrhagia.txt

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+
+Title: Menorrhagia
+
+Clinical Summary:
+This document outlines standardized approach for menorrhagia, ensuring guideline-based evaluation, investigations, management, and monitoring suited for outpatient and emergency scenarios.
+
+Symptoms:
+- Pelvic pressure
+- Dyspareunia
+- Irregular cycles
+
+Possible Causes:
+- Anatomical pathology
+- Infection
+- Hormonal imbalance
+
+Investigations:
+- CRP
+- Prolactin
+- TSH
+
+Management:
+- Lifestyle modification
+- Antibiotics if infection detected
+- Antibiotics if infection detected
+
+Red Flags:
+- Shoulder tip pain (ectopic)
+- Persistent fever
+- Shoulder tip pain (ectopic)
+
+Follow-Up Advice:
+- Repeat labs after 1 month
+
+AIgyno Clinical Use:
+This guideline helps AIgyno generate structured SOAP notes, differential diagnosis, investigation suggestions, red-flag alerts, and follow-up planning for doctors. Final review is done by the clinician before confirming diagnosis or printing OPD summary.

data/guidelines/006_UTI.txt

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+
+Title: UTI
+
+Clinical Summary:
+This guideline covers evaluation and management of uti with evidence-based steps.
+
+Symptoms:
+- Back pain
+- Bleeding
+- Nausea
+
+Investigations:
+- USG
+- TSH
+- Beta-hCG
+
+Management:
+- NSAIDs
+- Antibiotics
+- NSAIDs
+
+Red Flags:
+- Syncope
+- Syncope
+- Severe pain
+
+AIgyno Clinical Use:
+Used to generate differential diagnosis, triage severity, and produce a doctor-review-ready clinical report.

data/guidelines/007_Oligomenorrhea.txt

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+
+Title: Oligomenorrhea
+
+Clinical Summary:
+This document outlines standardized approach for oligomenorrhea, ensuring guideline-based evaluation, investigations, management, and monitoring suited for outpatient and emergency scenarios.
+
+Symptoms:
+- Irregular cycles
+- Dyspareunia
+- Fatigue
+
+Possible Causes:
+- Anatomical pathology
+- Pregnancy-related changes
+- Hormonal imbalance
+
+Investigations:
+- TSH
+- Prolactin
+- Pap smear
+
+Management:
+- Counseling and reassurance
+- Regular follow-up
+- Hormonal therapy as indicated
+
+Red Flags:
+- Syncope
+- Shoulder tip pain (ectopic)
+- Shoulder tip pain (ectopic)
+
+Follow-Up Advice:
+- Repeat ultrasound in 7–10 days
+
+AIgyno Clinical Use:
+This guideline helps AIgyno generate structured SOAP notes, differential diagnosis, investigation suggestions, red-flag alerts, and follow-up planning for doctors. Final review is done by the clinician before confirming diagnosis or printing OPD summary.

data/guidelines/007_Ovarian Cyst.txt

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+
+Title: Ovarian Cyst
+
+Clinical Summary:
+This guideline covers evaluation and management of ovarian cyst with evidence-based steps.
+
+Symptoms:
+- Nausea
+- Spotting
+- Discharge
+
+Investigations:
+- USG
+- Prolactin
+- CBC
+
+Management:
+- Antibiotics
+- Counselling
+- Antibiotics
+
+Red Flags:
+- Shoulder pain
+- Shoulder pain
+- Severe pain
+
+AIgyno Clinical Use:
+Used to generate differential diagnosis, triage severity, and produce a doctor-review-ready clinical report.

data/guidelines/007_Vaginal_candidiasis.txt

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+Title: Vaginal_candidiasis\n\n- Order labs/imaging only if results change management; provide safety-net advice.\n- Start with lifestyle changes and NSAIDs; escalate to hormones if indicated.\n- Start with lifestyle changes and NSAIDs; escalate to hormones if indicated.\n\nRed flags: severe unilateral pain, syncope, heavy bleeding, fever.\nTesting: targeted labs/imaging only when indicated.\n

data/guidelines/008_Amenorrhea.txt

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+
+Title: Amenorrhea
+
+Clinical Summary:
+This document outlines standardized approach for amenorrhea, ensuring guideline-based evaluation, investigations, management, and monitoring suited for outpatient and emergency scenarios.
+
+Symptoms:
+- Dyspareunia
+- Fever
+- Heavy bleeding
+
+Possible Causes:
+- Ovarian dysfunction
+- Ovarian dysfunction
+- Hormonal imbalance
+
+Investigations:
+- Urine R/M
+- FSH/LH
+- Pap smear
+
+Management:
+- Hormonal therapy as indicated
+- Pain management with NSAIDs
+- Pain management with NSAIDs
+
+Red Flags:
+- Heavy bleeding soaking >2 pads/hour
+- Persistent fever
+- Severe unilateral pain
+
+Follow-Up Advice:
+- Repeat labs after 1 month
+
+AIgyno Clinical Use:
+This guideline helps AIgyno generate structured SOAP notes, differential diagnosis, investigation suggestions, red-flag alerts, and follow-up planning for doctors. Final review is done by the clinician before confirming diagnosis or printing OPD summary.

data/guidelines/008_HPV.txt

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+
+Title: HPV
+
+Clinical Summary:
+This guideline covers evaluation and management of hpv with evidence-based steps.
+
+Symptoms:
+- Pain
+- Nausea
+- Vomiting
+
+Investigations:
+- FSH/LH
+- USG
+- FSH/LH
+
+Management:
+- Hormonal therapy
+- Antibiotics
+- NSAIDs
+
+Red Flags:
+- Fever
+- Fever
+- Syncope
+
+AIgyno Clinical Use:
+Used to generate differential diagnosis, triage severity, and produce a doctor-review-ready clinical report.

data/guidelines/008_Ovarian_torsion.txt

@@ -0,0 +1 @@
+Title: Ovarian_torsion\n\n- History, exam, and targeted ultrasound guide differentials.\n- Order labs/imaging only if results change management; provide safety-net advice.\n- Start with lifestyle changes and NSAIDs; escalate to hormones if indicated.\n\nRed flags: severe unilateral pain, syncope, heavy bleeding, fever.\nTesting: targeted labs/imaging only when indicated.\n

data/guidelines/009_Adenomyosis.txt

@@ -0,0 +1,28 @@
+
+Title: Adenomyosis
+
+Clinical Summary:
+This guideline covers evaluation and management of adenomyosis with evidence-based steps.
+
+Symptoms:
+- Pain
+- Nausea
+- Spotting
+
+Investigations:
+- TSH
+- Urine R/M
+- USG
+
+Management:
+- Antibiotics
+- Counselling
+- Lifestyle modification
+
+Red Flags:
+- Syncope
+- Severe pain
+- Syncope
+
+AIgyno Clinical Use:
+Used to generate differential diagnosis, triage severity, and produce a doctor-review-ready clinical report.

data/guidelines/009_Hemorrhagic_cyst.txt

@@ -0,0 +1 @@
+Title: Hemorrhagic_cyst\n\n- Order labs/imaging only if results change management; provide safety-net advice.\n- Order labs/imaging only if results change management; provide safety-net advice.\n- History, exam, and targeted ultrasound guide differentials.\n\nRed flags: severe unilateral pain, syncope, heavy bleeding, fever.\nTesting: targeted labs/imaging only when indicated.\n

data/guidelines/009_Pelvic_Pain_Acute.txt

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+
+Title: Pelvic Pain Acute
+
+Clinical Summary:
+This document outlines standardized approach for pelvic pain acute, ensuring guideline-based evaluation, investigations, management, and monitoring suited for outpatient and emergency scenarios.
+
+Symptoms:
+- Heavy bleeding
+- Irregular cycles
+- Fatigue
+
+Possible Causes:
+- Endometrial dysfunction
+- Infection
+- Infection
+
+Investigations:
+- Urine R/M
+- TSH
+- TSH
+
+Management:
+- Counseling and reassurance
+- Regular follow-up
+- Counseling and reassurance
+
+Red Flags:
+- Shoulder tip pain (ectopic)
+- Heavy bleeding soaking >2 pads/hour
+- Heavy bleeding soaking >2 pads/hour
+
+Follow-Up Advice:
+- Repeat labs after 1 month
+
+AIgyno Clinical Use:
+This guideline helps AIgyno generate structured SOAP notes, differential diagnosis, investigation suggestions, red-flag alerts, and follow-up planning for doctors. Final review is done by the clinician before confirming diagnosis or printing OPD summary.

data/guidelines/010_Ectopic_pregnancy.txt

@@ -0,0 +1 @@
+Title: Ectopic_pregnancy\n\n- History, exam, and targeted ultrasound guide differentials.\n- Document SOAP and follow-up timeline; include escalation criteria.\n- History, exam, and targeted ultrasound guide differentials.\n\nRed flags: severe unilateral pain, syncope, heavy bleeding, fever.\nTesting: targeted labs/imaging only when indicated.\n

data/guidelines/010_Endometriosis.txt

@@ -0,0 +1,28 @@
+
+Title: Endometriosis
+
+Clinical Summary:
+This guideline covers evaluation and management of endometriosis with evidence-based steps.
+
+Symptoms:
+- Spotting
+- Back pain
+- Nausea
+
+Investigations:
+- CBC
+- FSH/LH
+- Urine R/M
+
+Management:
+- Lifestyle modification
+- NSAIDs
+- Hormonal therapy
+
+Red Flags:
+- Severe pain
+- Fever
+- Syncope
+
+AIgyno Clinical Use:
+Used to generate differential diagnosis, triage severity, and produce a doctor-review-ready clinical report.

data/guidelines/010_Pelvic_Pain_Chronic.txt

@@ -0,0 +1,36 @@
+
+Title: Pelvic Pain Chronic
+
+Clinical Summary:
+This document outlines standardized approach for pelvic pain chronic, ensuring guideline-based evaluation, investigations, management, and monitoring suited for outpatient and emergency scenarios.
+
+Symptoms:
+- Back pain
+- Breast tenderness
+- Breast tenderness
+
+Possible Causes:
+- Pregnancy-related changes
+- Anatomical pathology
+- Pregnancy-related changes
+
+Investigations:
+- Pap smear
+- Vaginal swab
+- CBC
+
+Management:
+- Lifestyle modification
+- Pain management with NSAIDs
+- Antibiotics if infection detected
+
+Red Flags:
+- Severe unilateral pain
+- Heavy bleeding soaking >2 pads/hour
+- Shoulder tip pain (ectopic)
+
+Follow-Up Advice:
+- Repeat ultrasound in 7–10 days
+
+AIgyno Clinical Use:
+This guideline helps AIgyno generate structured SOAP notes, differential diagnosis, investigation suggestions, red-flag alerts, and follow-up planning for doctors. Final review is done by the clinician before confirming diagnosis or printing OPD summary.

data/guidelines/011_Endometriosis.txt

@@ -0,0 +1,28 @@
+
+Title: Endometriosis
+
+Clinical Summary:
+This guideline covers evaluation and management of endometriosis with evidence-based steps.
+
+Symptoms:
+- Nausea
+- Fatigue
+- Bleeding
+
+Investigations:
+- Pap smear
+- Pap smear
+- USG
+
+Management:
+- Antibiotics
+- NSAIDs
+- Hormonal therapy
+
+Red Flags:
+- Severe pain
+- Fever
+- Fever
+
+AIgyno Clinical Use:
+Used to generate differential diagnosis, triage severity, and produce a doctor-review-ready clinical report.

data/guidelines/011_Simple_ovarian_cyst.txt

@@ -0,0 +1 @@
+Title: Simple_ovarian_cyst\n\n- Document SOAP and follow-up timeline; include escalation criteria.\n- Start with lifestyle changes and NSAIDs; escalate to hormones if indicated.\n- History, exam, and targeted ultrasound guide differentials.\n\nRed flags: severe unilateral pain, syncope, heavy bleeding, fever.\nTesting: targeted labs/imaging only when indicated.\n

data/guidelines/011_Threatened_Miscarriage.txt

@@ -0,0 +1,36 @@
+
+Title: Threatened Miscarriage
+
+Clinical Summary:
+This document outlines standardized approach for threatened miscarriage, ensuring guideline-based evaluation, investigations, management, and monitoring suited for outpatient and emergency scenarios.
+
+Symptoms:
+- Pelvic pressure
+- Irregular cycles
+- Heavy bleeding
+
+Possible Causes:
+- Hormonal imbalance
+- Hormonal imbalance
+- Pregnancy-related changes
+
+Investigations:
+- Vaginal swab
+- Urine R/M
+- FSH/LH
+
+Management:
+- Lifestyle modification
+- Counseling and reassurance
+- Antibiotics if infection detected
+
+Red Flags:
+- Persistent fever
+- Persistent fever
+- Syncope
+
+Follow-Up Advice:
+- Emergency visit if symptoms worsen
+
+AIgyno Clinical Use:
+This guideline helps AIgyno generate structured SOAP notes, differential diagnosis, investigation suggestions, red-flag alerts, and follow-up planning for doctors. Final review is done by the clinician before confirming diagnosis or printing OPD summary.

data/guidelines/012_Ectopic_Pregnancy.txt

@@ -0,0 +1,36 @@
+
+Title: Ectopic Pregnancy
+
+Clinical Summary:
+This document outlines standardized approach for ectopic pregnancy, ensuring guideline-based evaluation, investigations, management, and monitoring suited for outpatient and emergency scenarios.
+
+Symptoms:
+- Amenorrhea
+- Pelvic pressure
+- Nausea or vomiting
+
+Possible Causes:
+- Pregnancy-related changes
+- Infection
+- Anatomical pathology
+
+Investigations:
+- CRP
+- Vaginal swab
+- Beta-hCG
+
+Management:
+- Regular follow-up
+- Pain management with NSAIDs
+- Regular follow-up
+
+Red Flags:
+- Heavy bleeding soaking >2 pads/hour
+- Severe unilateral pain
+- Heavy bleeding soaking >2 pads/hour
+
+Follow-Up Advice:
+- Repeat labs after 1 month
+
+AIgyno Clinical Use:
+This guideline helps AIgyno generate structured SOAP notes, differential diagnosis, investigation suggestions, red-flag alerts, and follow-up planning for doctors. Final review is done by the clinician before confirming diagnosis or printing OPD summary.

data/guidelines/012_PMDD.txt

@@ -0,0 +1,28 @@
+
+Title: PMDD
+
+Clinical Summary:
+This guideline covers evaluation and management of pmdd with evidence-based steps.
+
+Symptoms:
+- Bleeding
+- Spotting
+- Discharge
+
+Investigations:
+- FSH/LH
+- Beta-hCG
+- Urine R/M
+
+Management:
+- Counselling
+- Counselling
+- NSAIDs
+
+Red Flags:
+- Severe pain
+- Shoulder pain
+- Syncope
+
+AIgyno Clinical Use:
+Used to generate differential diagnosis, triage severity, and produce a doctor-review-ready clinical report.

data/guidelines/012_Thyroid_disorders.txt

@@ -0,0 +1 @@
+Title: Thyroid_disorders\n\n- Document SOAP and follow-up timeline; include escalation criteria.\n- History, exam, and targeted ultrasound guide differentials.\n- History, exam, and targeted ultrasound guide differentials.\n\nRed flags: severe unilateral pain, syncope, heavy bleeding, fever.\nTesting: targeted labs/imaging only when indicated.\n

data/guidelines/013_Bacterial_vaginosis.txt

@@ -0,0 +1 @@
+Title: Bacterial_vaginosis\n\n- Start with lifestyle changes and NSAIDs; escalate to hormones if indicated.\n- Start with lifestyle changes and NSAIDs; escalate to hormones if indicated.\n- Order labs/imaging only if results change management; provide safety-net advice.\n\nRed flags: severe unilateral pain, syncope, heavy bleeding, fever.\nTesting: targeted labs/imaging only when indicated.\n

data/guidelines/013_Early_Pregnancy_Bleeding.txt

@@ -0,0 +1,36 @@
+
+Title: Early Pregnancy Bleeding
+
+Clinical Summary:
+This document outlines standardized approach for early pregnancy bleeding, ensuring guideline-based evaluation, investigations, management, and monitoring suited for outpatient and emergency scenarios.
+
+Symptoms:
+- Fatigue
+- Breast tenderness
+- Dyspareunia
+
+Possible Causes:
+- Pregnancy-related changes
+- Hormonal imbalance
+- Infection
+
+Investigations:
+- Beta-hCG
+- TSH
+- Pelvic Ultrasound
+
+Management:
+- Lifestyle modification
+- Hormonal therapy as indicated
+- Antibiotics if infection detected
+
+Red Flags:
+- Shoulder tip pain (ectopic)
+- Shoulder tip pain (ectopic)
+- Severe unilateral pain
+
+Follow-Up Advice:
+- Emergency visit if symptoms worsen
+
+AIgyno Clinical Use:
+This guideline helps AIgyno generate structured SOAP notes, differential diagnosis, investigation suggestions, red-flag alerts, and follow-up planning for doctors. Final review is done by the clinician before confirming diagnosis or printing OPD summary.

data/guidelines/013_PID.txt

@@ -0,0 +1,28 @@
+
+Title: PID
+
+Clinical Summary:
+This guideline covers evaluation and management of pid with evidence-based steps.
+
+Symptoms:
+- Back pain
+- Nausea
+- Back pain
+
+Investigations:
+- FSH/LH
+- TSH
+- Beta-hCG
+
+Management:
+- Hormonal therapy
+- Hormonal therapy
+- Hormonal therapy
+
+Red Flags:
+- Severe pain
+- Fever
+- Heavy bleeding
+
+AIgyno Clinical Use:
+Used to generate differential diagnosis, triage severity, and produce a doctor-review-ready clinical report.

data/guidelines/014_Hyperemesis_Gravidarum.txt

@@ -0,0 +1,36 @@
+
+Title: Hyperemesis Gravidarum
+
+Clinical Summary:
+This document outlines standardized approach for hyperemesis gravidarum, ensuring guideline-based evaluation, investigations, management, and monitoring suited for outpatient and emergency scenarios.
+
+Symptoms:
+- Dyspareunia
+- Heavy bleeding
+- Fever
+
+Possible Causes:
+- Ovarian dysfunction
+- Pregnancy-related changes
+- Infection
+
+Investigations:
+- Pelvic Ultrasound
+- Pap smear
+- FSH/LH
+
+Management:
+- Hormonal therapy as indicated
+- Lifestyle modification
+- Pain management with NSAIDs
+
+Red Flags:
+- Severe unilateral pain
+- Persistent fever
+- Heavy bleeding soaking >2 pads/hour
+
+Follow-Up Advice:
+- Emergency visit if symptoms worsen
+
+AIgyno Clinical Use:
+This guideline helps AIgyno generate structured SOAP notes, differential diagnosis, investigation suggestions, red-flag alerts, and follow-up planning for doctors. Final review is done by the clinician before confirming diagnosis or printing OPD summary.

data/guidelines/014_PCOS.txt

@@ -0,0 +1,28 @@
+
+Title: PCOS
+
+Clinical Summary:
+This guideline covers evaluation and management of pcos with evidence-based steps.
+
+Symptoms:
+- Vomiting
+- Nausea
+- Discharge
+
+Investigations:
+- TSH
+- Pap smear
+- Beta-hCG
+
+Management:
+- NSAIDs
+- NSAIDs
+- Counselling
+
+Red Flags:
+- Syncope
+- Shoulder pain
+- Syncope
+
+AIgyno Clinical Use:
+Used to generate differential diagnosis, triage severity, and produce a doctor-review-ready clinical report.

data/guidelines/014_PCOS_management.txt

@@ -0,0 +1 @@
+Title: PCOS_management\n\n- History, exam, and targeted ultrasound guide differentials.\n- Start with lifestyle changes and NSAIDs; escalate to hormones if indicated.\n- History, exam, and targeted ultrasound guide differentials.\n\nRed flags: severe unilateral pain, syncope, heavy bleeding, fever.\nTesting: targeted labs/imaging only when indicated.\n

data/guidelines/015_Ectopic.txt

@@ -0,0 +1,28 @@
+
+Title: Ectopic
+
+Clinical Summary:
+This guideline covers evaluation and management of ectopic with evidence-based steps.
+
+Symptoms:
+- Spotting
+- Bleeding
+- Bleeding
+
+Investigations:
+- Pap smear
+- Prolactin
+- CBC
+
+Management:
+- Counselling
+- Lifestyle modification
+- Lifestyle modification
+
+Red Flags:
+- Fever
+- Heavy bleeding
+- Syncope
+
+AIgyno Clinical Use:
+Used to generate differential diagnosis, triage severity, and produce a doctor-review-ready clinical report.

data/guidelines/015_First_trimester_ultrasound.txt

@@ -0,0 +1 @@
+Title: First_trimester_ultrasound\n\n- History, exam, and targeted ultrasound guide differentials.\n- Document SOAP and follow-up timeline; include escalation criteria.\n- Start with lifestyle changes and NSAIDs; escalate to hormones if indicated.\n\nRed flags: severe unilateral pain, syncope, heavy bleeding, fever.\nTesting: targeted labs/imaging only when indicated.\n

data/guidelines/015_Gestational_Diabetes.txt

@@ -0,0 +1,36 @@
+
+Title: Gestational Diabetes
+
+Clinical Summary:
+This document outlines standardized approach for gestational diabetes, ensuring guideline-based evaluation, investigations, management, and monitoring suited for outpatient and emergency scenarios.
+
+Symptoms:
+- Heavy bleeding
+- Foul discharge
+- Fever
+
+Possible Causes:
+- Pregnancy-related changes
+- Pregnancy-related changes
+- Hormonal imbalance
+
+Investigations:
+- CRP
+- Urine R/M
+- Prolactin
+
+Management:
+- Lifestyle modification
+- Hormonal therapy as indicated
+- Antibiotics if infection detected
+
+Red Flags:
+- Heavy bleeding soaking >2 pads/hour
+- Syncope
+- Heavy bleeding soaking >2 pads/hour
+
+Follow-Up Advice:
+- Repeat ultrasound in 7–10 days
+
+AIgyno Clinical Use:
+This guideline helps AIgyno generate structured SOAP notes, differential diagnosis, investigation suggestions, red-flag alerts, and follow-up planning for doctors. Final review is done by the clinician before confirming diagnosis or printing OPD summary.

data/guidelines/016_Dysmenorrhea.txt

@@ -0,0 +1,28 @@
+
+Title: Dysmenorrhea
+
+Clinical Summary:
+This guideline covers evaluation and management of dysmenorrhea with evidence-based steps.
+
+Symptoms:
+- Nausea
+- Back pain
+- Fatigue
+
+Investigations:
+- Beta-hCG
+- Urine R/M
+- Pap smear
+
+Management:
+- Counselling
+- Hormonal therapy
+- Hormonal therapy
+
+Red Flags:
+- Syncope
+- Fever
+- Severe pain
+
+AIgyno Clinical Use:
+Used to generate differential diagnosis, triage severity, and produce a doctor-review-ready clinical report.

data/guidelines/016_Ovarian_torsion.txt

@@ -0,0 +1 @@
+Title: Ovarian_torsion\n\n- History, exam, and targeted ultrasound guide differentials.\n- Document SOAP and follow-up timeline; include escalation criteria.\n- Start with lifestyle changes and NSAIDs; escalate to hormones if indicated.\n\nRed flags: severe unilateral pain, syncope, heavy bleeding, fever.\nTesting: targeted labs/imaging only when indicated.\n